pc_demo_03_all.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "e32eca0a-aed8-47d7-9816-4d4c57bf5871",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Objectives:\n",
    "# 1. Set up a basic example using TensorFlow Ranking using our dataset.\n",
    "# 2. Run it successfully end to end even if the results are not good.\n",
    "# 3. Clean up the data loading part"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "cdf3f845-0819-46fa-bf2a-59b8b966583b",
   "metadata": {},
   "outputs": [],
   "source": [
    "EPOCHS = 10\n",
    "BATCH_SIZE = 16"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "2a84d6ac-a687-445a-b6e5-d4dd5dfff7d3",
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "# Make numpy values easier to read.\n",
    "np.set_printoptions(precision=3, suppress=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "78a64afc-4da8-43f8-af18-2e78fd194737",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "596bdc50-6dea-495e-ae17-1d808d66541a",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "WARNING:tensorflow:From C:\\Users\\chris\\AppData\\Local\\anaconda3\\envs\\rankenv\\lib\\site-packages\\keras\\src\\losses.py:2976: The name tf.losses.sparse_softmax_cross_entropy is deprecated. Please use tf.compat.v1.losses.sparse_softmax_cross_entropy instead.\n",
      "\n",
      "2.15.1\n"
     ]
    }
   ],
   "source": [
    "import tensorflow as tf\n",
    "print(tf.__version__)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "ff2edc2a-5710-4eff-b9ac-6966cb95d846",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<module 'keras.api._v2.keras.layers' from 'C:\\\\Users\\\\chris\\\\AppData\\\\Local\\\\anaconda3\\\\envs\\\\rankenv\\\\lib\\\\site-packages\\\\keras\\\\api\\\\_v2\\\\keras\\\\layers\\\\__init__.py'>\n"
     ]
    }
   ],
   "source": [
    "from tensorflow.keras import layers\n",
    "print(layers)\n",
    "# Our dataset is definitely heterogenous therefore we need to follow this guide and build the preprocessing into the model\n",
    "# https://www.tensorflow.org/tutorials/load_data/pandas_dataframe#full_example"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "f361a590-36cc-4bdb-b7a5-253a460efa06",
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "\n",
    "# Define the file path\n",
    "csv_file_path = 'data/df_response_model_expression_all_genes.csv'\n",
    "\n",
    "# Ensure the 'data' directory exists\n",
    "os.makedirs('data', exist_ok=True)\n",
    "\n",
    "OVERWRITE = False"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "5740371f-9076-4f42-ac63-4f8a37372db2",
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "# Import our custom Dataloader\n",
    "from data_loader import DataLoader\n",
    "\n",
    "# Create an instance of DataLoader and pass the name of the dir that holds the dataset\n",
    "data_loader = DataLoader(data_dir=\"data\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "cc14b081-0296-40ff-8c75-62a3d41c8335",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "sanger-dose-response.csv read successfully.\n",
      "        DRUG_ID  ARXSPAN_ID  IC50_PUBLISHED\n",
      "268718     1003  ACH-000958        0.025129\n",
      "268719     1003  ACH-000651        0.049577\n",
      "268720     1003  ACH-000856        0.028549\n",
      "268721     1003  ACH-000360        0.039996\n",
      "268722     1003  ACH-001199        1.986678\n",
      "...         ...         ...             ...\n",
      "387621     2172  ACH-000288       25.410793\n",
      "387622     2172  ACH-001065        0.339325\n",
      "387623     2172  ACH-000930        7.780877\n",
      "387624     2172  ACH-000859      534.688321\n",
      "387625     2172  ACH-000536      120.177282\n",
      "\n",
      "[118908 rows x 3 columns]\n"
     ]
    }
   ],
   "source": [
    "\n",
    "# Read cell line to drug id to ic50\n",
    "# https://depmap.org/portal/data_page/?tab=allData&releasename=Sanger+GDSC1+and+GDSC2&filename=sanger-dose-response.csv\n",
    "# IC50 score of drugs (DRUG_ID) per cell line (COSMIC_ID) for GDSC1 and GDSC2 \n",
    "\n",
    "# Load the \"resopnse\" data\n",
    "df_response = data_loader.load_data('sanger-dose-response.csv')\n",
    "\n",
    "df_response = df_response.query('DATASET == \"GDSC2\"')\n",
    "df_response = df_response.filter(items=[\"DRUG_ID\", \"ARXSPAN_ID\", \"IC50_PUBLISHED\"])\n",
    "print(df_response)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "b54653bb-0679-4108-92a5-3a544859a51a",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Model.csv read successfully.\n",
      "         ModelID OncotreeCode AgeCategory     Sex\n",
      "0     ACH-000001        HGSOC       Adult  Female\n",
      "1     ACH-000002          AML       Adult  Female\n",
      "2     ACH-000003         COAD       Adult    Male\n",
      "3     ACH-000004          AML       Adult    Male\n",
      "4     ACH-000005          AML       Adult    Male\n",
      "...          ...          ...         ...     ...\n",
      "1954  ACH-003161          NaN     Unknown     NaN\n",
      "1955  ACH-003181          LMS       Adult  Female\n",
      "1956  ACH-003183          MFS       Adult    Male\n",
      "1957  ACH-003184          LMS       Adult  Female\n",
      "1958  ACH-003191         GCTB       Adult    Male\n",
      "\n",
      "[1959 rows x 4 columns]\n",
      "ModelID           0\n",
      "OncotreeCode    141\n",
      "AgeCategory       0\n",
      "Sex              25\n",
      "dtype: int64\n"
     ]
    }
   ],
   "source": [
    "\n",
    "# Read the Model.csv\n",
    "# This dataset contains demographics and cancer type\n",
    "# https://depmap.org/portal/data_page/?tab=allData&releasename=DepMap+Public+24Q2&filename=Model.csv\n",
    "# Mapping between 'ModelID', 'PatientID', 'SangerModelID', 'COSMICID', etc\n",
    "# ModelID here is the cell line id.\n",
    "# OncotreeCode is the type of cancer.\n",
    "\n",
    "df_model = data_loader.load_data('Model.csv')\n",
    "df_model = df_model.filter(items=['ModelID', \n",
    "                                  'OncotreeCode', \n",
    "                                  'AgeCategory', \n",
    "                                  'Sex'])\n",
    "                                  # 'PatientRace', \n",
    "                                  # 'PrimaryOrMetastasis'])\n",
    "print(df_model)\n",
    "\n",
    "# Check for any remaining missing values\n",
    "print(df_model.isnull().sum())\n",
    "# [1959 rows x 4 columns]\n",
    "# ModelID           0\n",
    "# OncotreeCode    141\n",
    "# AgeCategory       0\n",
    "# Sex              25\n",
    "# dtype: int64\n",
    "df_model['OncotreeCode'] = df_model['OncotreeCode'].fillna('Unknown')\n",
    "df_model['OncotreeCode'] = df_model['OncotreeCode'].fillna('NON_CANCEROUS')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "cc0bd4ee-e4ad-45f8-81f1-6820a091e60b",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "OmicsExpressionProteinCodingGenesTPMLogp1BatchCorrected.csv read successfully.\n",
      "['ZNF891 (101060200)', 'ARMC10 (83787)', 'PTGER4 (5734)', 'EIF1AD (84285)', 'ABCG5 (64240)', 'CXCR4 (7852)', 'CAPNS1 (826)', 'PTGES3L (100885848)', 'DESI1 (27351)', 'STAU2 (27067)', 'FGF9 (2254)', 'TMOD1 (7111)', 'TRNP1 (388610)', 'NOL10 (79954)', 'SPTBN5 (51332)', 'IMPG2 (50939)', 'LRTM1 (57408)', 'ZNF579 (163033)', 'RPL3 (6122)', 'ATP13A2 (23400)', 'TMED7-TICAM2 (100302736)', 'AKR1E2 (83592)', 'OVOL2 (58495)', 'TACR1 (6869)', 'EGFR (1956)', 'COX5A (9377)', 'RELA (5970)', 'PAXBP1 (94104)', 'ZSCAN2 (54993)', 'MRNIP (51149)', 'LY6G6D (58530)', 'ARFGEF3 (57221)', 'PIGC (5279)', 'GPT (2875)', 'ZNF296 (162979)', 'IKZF3 (22806)', 'TSPAN17 (26262)', 'EXOSC8 (11340)', 'CCDC152 (100129792)', 'SRP54 (6729)', 'POU4F1 (5457)', 'SCAF11 (9169)', 'DAZ3 (57054)', 'TANC2 (26115)', 'COMMD7 (149951)', 'ABHD15 (116236)', 'ACTR1B (10120)', 'EPS15L1 (58513)', 'APEX2 (27301)', 'C15orf48 (84419)', 'VTCN1 (79679)', 'C10orf90 (118611)', 'CHID1 (66005)', 'DCTD (1635)', 'HDDC3 (374659)', 'EVI2B (2124)', 'C11orf1 (64776)', 'AMIGO1 (57463)', 'OR8J3 (81168)', 'RAB12 (201475)', 'TFB2M (64216)', 'GLRA3 (8001)', 'LRBA (987)', 'C6orf62 (81688)', 'ABCA9 (10350)', 'FAM90A1 (55138)', 'WDR47 (22911)', 'ZDHHC23 (254887)', 'KRTAP13-2 (337959)', 'TC2N (123036)', 'HOXB1 (3211)', 'ASNSD1 (54529)', 'BTRC (8945)', 'LRP1B (53353)', 'KRTAP19-8 (728299)', 'CSF2RB (1439)', 'VAMP3 (9341)', 'TNF (7124)', 'VSTM4 (196740)', 'LSM3 (27258)', 'RASGEF1B (153020)', 'TRAPPC12 (51112)', 'SUZ12 (23512)', 'TGFBR3L (100507588)', 'GRAMD1C (54762)', 'VCAN (1462)', 'NME3 (4832)', 'PLA2G4A (5321)', 'LYPD6B (130576)', 'SPPL2C (162540)', 'CEP170B (283638)', 'NOD1 (10392)', 'ANKRD62 (342850)', 'ZNF350 (59348)', 'EFTUD2 (9343)', 'FO681492.1 (102724488)', 'PURA (5813)', 'RAB11FIP4 (84440)', 'BPIFC (254240)', 'HOXC13 (3229)', 'CPNE9 (151835)', 'MYH9 (4627)', 'UPF3A (65110)', 'GFUS (7264)', 'LONP1 (9361)', 'ETFBKMT (254013)', 'NDUFA4 (4697)', 'FTSJ1 (24140)', 'SLCO1B3 (28234)', 'MRPL36 (64979)', 'NTNG1 (22854)', 'CLPTM1 (1209)', 'PSMA8 (143471)', 'SCG5 (6447)', 'FAM81A (145773)', 'CLCN6 (1185)', 'RGS8 (85397)', 'GTF2IRD1 (9569)', 'CDK5 (1020)', 'COX17 (10063)', 'KLHDC2 (23588)', 'ANKRD16 (54522)', 'KCNJ13 (3769)', 'PPP1R14A (94274)', 'ATG13 (9776)', 'IQCF3 (401067)', 'UBTFL1 (642623)', 'EGLN3 (112399)', 'TRAF1 (7185)', 'PCDHB9 (56127)', 'CDH3 (1001)', 'KCNF1 (3754)', 'WSCD1 (23302)', 'SKA1 (220134)', 'PCDHGC4 (56098)', 'MMRN1 (22915)', 'FUNDC1 (139341)', 'IKBKB (3551)', 'ATP11B (23200)', 'MICALL1 (85377)', 'SOX30 (11063)', 'VAPB (9217)', 'CARD10 (29775)', 'PAM (5066)', 'LRRC3 (81543)', 'CLPB (81570)', 'NKX3-1 (4824)', 'FBXL6 (26233)', 'PRRG3 (79057)', 'GRAMD1B (57476)', 'STAC2 (342667)', 'CCDC173 (129881)', 'OR11A1 (26531)', 'HMBOX1 (79618)', 'ADGRF2 (222611)', 'ASRGL1 (80150)', 'TMEM159 (57146)', 'AKT3 (10000)', 'PCDHAC2 (56134)', 'CERS2 (29956)', 'DUSP1 (1843)', 'RWDD3 (25950)', 'AMDHD1 (144193)', 'METTL7B (196410)', 'PLXNA3 (55558)', 'TAS1R2 (80834)', 'MON2 (23041)', 'TRIM62 (55223)', 'WDR73 (84942)', 'SLC10A4 (201780)', 'DIS3 (22894)', 'SEMA4B (10509)', 'SLC35F6 (54978)', 'AC010255.2 (100505841)', 'EDDM13 (100506374)', 'CYP2C19 (1557)', 'KDM4C (23081)', 'MIS18A (54069)', 'PDE6C (5146)', 'TBC1D17 (79735)', 'MINDY1 (55793)', 'AZGP1 (563)', 'MRPL10 (124995)', 'SPATA32 (124783)', 'KCTD18 (130535)', 'GALNTL6 (442117)', 'AC008687.4 (101059948)', 'RFTN1 (23180)', 'GP1BB (2812)', 'TLE5 (166)', 'GNAT1 (2779)', 'SLC6A5 (9152)', 'DSPP (1834)', 'C16orf78 (123970)', 'PRAMEF8 (391002)', 'LYN (4067)', 'EPHA7 (2045)', 'MUC3A (4584)', 'PIGN (23556)', 'ST8SIA1 (6489)', 'TGFB2 (7042)', 'NT5C3B (115024)', 'SLC30A5 (64924)', 'WDR45B (56270)', 'TTLL11 (158135)', 'CCDC90B (60492)', 'ABHD14B (84836)', 'ADGRV1 (84059)', 'CTXN2 (399697)', 'GLG1 (2734)', 'CPNE8 (144402)', 'ZDHHC11 (79844)', 'RNF5 (6048)', 'TULP4 (56995)', 'TSPEAR (54084)', 'SMUG1 (23583)', 'FEZF1 (389549)', 'THBD (7056)', 'ECT2 (1894)', 'RPRML (388394)', 'ACADL (33)', 'CEP63 (80254)', 'PARK7 (11315)', 'MED1 (5469)', 'SNX16 (64089)', 'OSER1 (51526)', 'DNPEP (23549)', 'ZNF705G (100131980)', 'MBD3L3 (653657)', 'HGFAC (3083)', 'FAM207A (85395)', 'SIT1 (27240)', 'ZNHIT2 (741)', 'PLPP3 (8613)', 'KRTAP11-1 (337880)', 'CCDC183 (84960)', 'AC113348.1 (102724657)', 'ZNF738 (148203)', 'AGA (175)', 'POLR1E (64425)', 'PPCDC (60490)', 'ADAMTS5 (11096)', 'AP5M1 (55745)', 'SOCS3 (9021)', 'EFNB1 (1947)', 'ARHGAP19 (84986)', 'SLC38A7 (55238)', 'NAA40 (79829)', 'SLC39A4 (55630)', 'EID2B (126272)', 'BTD (686)', 'PGM3 (5238)', 'MED29 (55588)', 'ELMO1 (9844)', 'PRRX1 (5396)', 'RABGAP1L (9910)', 'SORBS2 (8470)', 'CD80 (941)', 'LRRTM1 (347730)', 'NKX6-2 (84504)', 'TSC1 (7248)', 'CNOT6 (57472)', 'GPC2 (221914)', 'PPP3R1 (5534)', 'MFAP2 (4237)', 'RPL26 (6154)', 'PRR11 (55771)', 'RPL6 (6128)', 'TRIM24 (8805)', 'CHMP1B (57132)', 'DCLK3 (85443)', 'IGFALS (3483)', 'FMO5 (2330)', 'RPL11 (6135)', 'ASCC1 (51008)', 'PPDPFL (492307)', 'ANKRD36 (375248)', 'BAP1 (8314)', 'SPPL2A (84888)', 'MYO1E (4643)', 'HOXC8 (3224)', 'HPCAL4 (51440)', 'NTSR1 (4923)', 'COL4A2 (1284)', 'GRAMD4 (23151)', 'PRDX5 (25824)', 'B3GNT5 (84002)', 'ELOA3B (728929)', 'HOXB8 (3218)', 'TCEAL4 (79921)', 'PPP1R12A (4659)', 'DIP2A (23181)', 'OR4D2 (124538)', 'ATAD3B (83858)', 'FLVCR1 (28982)', 'CDC14A (8556)', 'KLF8 (11279)', 'IWS1 (55677)', 'SLC16A13 (201232)', 'PACSIN2 (11252)', 'AP3M1 (26985)', 'RSRC2 (65117)', 'XRCC3 (7517)', 'RCSD1 (92241)', 'CORO1B (57175)', 'ZNF613 (79898)', 'INHA (3623)', 'GLB1L (79411)', 'SPCS3 (60559)', 'FAM47E-STBD1 (100631383)', 'SRMS (6725)', 'HOXB3 (3213)', 'MKRN2OS (100129480)', 'PPIL1 (51645)', 'BRD7 (29117)', 'GFI1 (2672)', 'C9orf153 (389766)', 'COX7B2 (170712)', 'GLTPD2 (388323)', 'TFG (10342)', 'LDHC (3948)', 'NHEJ1 (79840)', 'CCR2 (729230)', 'GOLGA5 (9950)', 'PPP6R1 (22870)', 'P2RY13 (53829)', 'ACTRT3 (84517)', 'PIGU (128869)', 'SMAP2 (64744)', 'TFCP2L1 (29842)', 'NDFIP1 (80762)', 'GDAP2 (54834)', 'WDR13 (64743)', 'GIN1 (54826)', 'ZBTB22 (9278)', 'ZNF223 (7766)', 'CAV1 (857)', 'PCMTD1 (115294)', 'SH3BP5L (80851)', 'ALOXE3 (59344)', 'KLHDC7B (113730)', 'KCNIP3 (30818)', 'ZNF66 (7617)', 'OXSM (54995)', 'HDHD2 (84064)', 'POU3F1 (5453)', 'PPP2R5B (5526)', 'PTGDS (5730)', 'GPR83 (10888)', 'LEMD2 (221496)', 'CCDC51 (79714)', 'ZFP42 (132625)', 'MEIS3 (56917)', 'CCDC174 (51244)', 'MC2R (4158)', 'SMYD4 (114826)', 'FGF3 (2248)', 'TIAL1 (7073)', 'SMG5 (23381)', 'TSHZ2 (128553)', 'C12orf65 (91574)', 'EYS (346007)', 'CSE1L (1434)', 'ADH4 (127)', 'H1-4 (3008)', 'RNASE9 (390443)', 'HBE1 (3046)', 'PDK2 (5164)', 'FBL (2091)', 'APH1A (51107)', 'SCN2B (6327)', 'RLN2 (6013)', 'TMEM233 (387890)', 'NOL11 (25926)', 'PRKACA (5566)', 'FRMPD1 (22844)', 'HBQ1 (3049)', 'RAB25 (57111)', 'TCF24 (100129654)', 'VPS11 (55823)', 'SPG11 (80208)', 'GOLGA8F (100132565)', 'GADL1 (339896)', 'BBIP1 (92482)', 'NUP50 (10762)', 'CCT6B (10693)', 'SLC25A10 (1468)', 'IL1RL1 (9173)', 'CRYBB1 (1414)', 'CYTH3 (9265)', 'PTCH2 (8643)', 'GTF2A1L (11036)', 'ARHGAP42 (143872)', 'C10orf53 (282966)', 'POLD4 (57804)', 'TTC23 (64927)', 'CFAP61 (26074)', 'ERLEC1 (27248)', 'TGFB1 (7040)', 'AKAP13 (11214)', 'KRT32 (3882)', 'TTF2 (8458)', 'STX19 (415117)', 'C4orf3 (401152)', 'NAPSA (9476)', 'PARVB (29780)', 'VILL (50853)', 'MS4A15 (219995)', 'PARD6G (84552)', 'CDC34 (997)', 'WEE1 (7465)', 'XRCC2 (7516)', 'ABCF2 (10061)', 'ATP2B4 (493)', 'STT3A (3703)', 'EOMES (8320)', 'HIKESHI (51501)', 'KNTC1 (9735)', 'ADD3 (120)', 'SGCZ (137868)', 'EFHB (151651)', 'TSSC4 (10078)', 'KANK2 (25959)', 'ARSG (22901)', 'ANXA9 (8416)', 'FBXO33 (254170)', 'ANKRD29 (147463)', 'RNF126 (55658)', 'PDIA3 (2923)', 'ZNF525 (170958)', 'ZCCHC12 (170261)', 'IGSF22 (283284)', 'TSSK6 (83983)', 'SRGAP2C (653464)', 'SAMD11 (148398)', 'ZNF770 (54989)', 'NSFL1C (55968)', 'CTAGE15 (441294)', 'CBX7 (23492)', 'NCAM2 (4685)', 'NHSL2 (340527)', 'HAL (3034)', 'PPWD1 (23398)', 'IFNA17 (3451)', 'AASDHPPT (60496)', 'ENPP7 (339221)', 'UBN2 (254048)', 'KCNK4 (50801)', 'SPATA3 (130560)', 'PRRC2C (23215)', 'ZFX (7543)', 'RC3H2 (54542)', 'POMT1 (10585)', 'FNDC3A (22862)', 'CEACAM3 (1084)', 'SPSB1 (80176)', 'MAGEA4 (4103)', 'C11orf71 (54494)', 'SVIP (258010)', 'ATP5F1E (514)', 'SLC38A9 (153129)', 'PWWP2B (170394)', 'TOMM70 (9868)', 'SPTSSB (165679)', 'C4orf19 (55286)', 'KIAA1671 (85379)', 'PMCH (5367)', 'TMEM239 (100288797)', 'CXorf66 (347487)', 'TNNT1 (7138)', 'SIAH3 (283514)', 'BCKDK (10295)', 'ZNF280D (54816)', 'IQGAP1 (8826)', 'NUTM2G (441457)', 'CAPN13 (92291)', 'YIPF1 (54432)', 'RIPK3 (11035)', 'KLHDC8B (200942)', 'SMIM8 (57150)', 'CCDC61 (729440)', 'YPEL1 (29799)', 'OR4K5 (79317)', 'RRH (10692)', 'BRI3 (25798)', 'OCEL1 (79629)', 'NEK7 (140609)', 'IL23R (149233)', 'SLC18A3 (6572)', 'MYT1L (23040)', 'UGGT1 (56886)', 'GNG13 (51764)', 'C16orf86 (388284)', 'C16orf71 (146562)', 'ATP13A1 (57130)', 'ZNF169 (169841)', 'HLA-DQA1 (3117)', 'FAM110D (79927)', 'SDC4 (6385)', 'ZCCHC2 (54877)', 'ZNF503 (84858)', 'COL11A1 (1301)', 'UBXN4 (23190)', 'PAFAH1B3 (5050)', 'COL13A1 (1305)', 'COLEC10 (10584)', 'TUBB1 (81027)', 'VPS35 (55737)', 'AMD1 (262)', 'RPS15A (6210)', 'FRMD5 (84978)', 'IKBKG (8517)', 'PSENEN (55851)', 'PHKA1 (5255)', 'KCNJ18 (100134444)', 'NEFH (4744)', 'CCNJL (79616)', 'CLIC2 (1193)', 'RTP1 (132112)', 'ROGDI (79641)', 'DPY19L4 (286148)', 'CHST10 (9486)', 'RABGAP1 (23637)', 'SPATA21 (374955)', 'RAD50 (10111)', 'THBS3 (7059)', 'SLC6A15 (55117)', 'TSHZ1 (10194)', 'KBTBD3 (143879)', 'SIPA1L2 (57568)', 'RBBP9 (10741)', 'MIIP (60672)', 'RGPD4 (285190)', 'MRE11 (4361)', 'AKR1B1 (231)', 'OR6X1 (390260)', 'OR13H1 (347468)', 'C17orf113 (110806298)', 'PLIN2 (123)', 'GKN2 (200504)', 'SELENOO (83642)', 'FAAH (2166)', 'ZNF880 (400713)', 'TBCEL (219899)', 'RAD9B (144715)', 'PIP4K2A (5305)', 'P3R3URF-PIK3R3 (110117499)', 'SLFN12 (55106)', 'GNAT3 (346562)', 'AMACR (23600)', 'USP5 (8078)', 'BBS12 (166379)', 'KRTAP20-1 (337975)', 'SLC35G6 (643664)', 'ZNF133 (7692)', 'PDSS2 (57107)', 'VCPIP1 (80124)', 'RAB8A (4218)', 'ZNF578 (147660)', 'NDUFC2 (4718)', 'CCBE1 (147372)', 'KCNJ9 (3765)', 'TIPARP (25976)', 'BORCS6 (54785)', 'MAGEF1 (64110)', 'GLB1L2 (89944)', 'C11orf95 (65998)', 'KATNAL1 (84056)', 'SH2D7 (646892)', 'RNASET2 (8635)', 'SNCB (6620)', 'SLC15A5 (729025)', 'RSC1A1 (6248)', 'MED15 (51586)', 'GABPB2 (126626)', 'NDRG2 (57447)', 'CDKL5 (6792)', 'ROBO3 (64221)', 'BSG (682)', 'LILRB1 (10859)', 'SOGA1 (140710)', 'CD28 (940)', 'LSR (51599)', 'OR10Q1 (219960)', 'CHMP5 (51510)', 'ASTL (431705)', 'FLYWCH1 (84256)', 'ATP6V1B2 (526)', 'KLRF2 (100431172)', 'PSMB10 (5699)', 'PLLP (51090)', 'SLC1A6 (6511)', 'KRBOX1 (100506243)', 'NUP85 (79902)', 'HLA-G (3135)', 'C7orf61 (402573)', 'OR4S1 (256148)', 'GPBAR1 (151306)', 'AKR1D1 (6718)', 'EFNB2 (1948)', 'GLO1 (2739)', 'CALU (813)', 'GVQW3 (100506127)', 'PNMA6E (649238)', 'GADD45GIP1 (90480)', 'DEGS1 (8560)', 'POM121L2 (94026)', 'MAP3K20 (51776)', 'NFKBIB (4793)', 'CAPN11 (11131)', 'LAMTOR1 (55004)', 'CTRC (11330)', 'SLC35B2 (347734)', 'LCE2C (353140)', 'FOXD4L3 (286380)', 'NR1I2 (8856)', 'RAX2 (84839)', 'HPDL (84842)', 'ADM (133)', 'PBLD (64081)', 'POLR2C (5432)', 'GPR26 (2849)', 'LMAN2L (81562)', 'FCSK (197258)', 'SSX5 (6758)', 'TRIB1 (10221)', 'RUFY2 (55680)', 'KCNK16 (83795)', 'FAAP24 (91442)', 'ZNF558 (148156)', 'SLC35E4 (339665)', 'GGA2 (23062)', 'SGSM1 (129049)', 'CLCN2 (1181)', 'PRUNE1 (58497)', 'KRTAP6-3 (337968)', 'FGF21 (26291)', 'IL17D (53342)', 'SYNPO2L (79933)', 'C8orf33 (65265)', 'STH (246744)', 'STK38 (11329)', 'SYT2 (127833)', 'PDE4A (5141)', 'LARP1 (23367)', 'NUP210 (23225)', 'KRR1 (11103)', 'RSAD1 (55316)', 'PPP6C (5537)', 'THEM4 (117145)', 'MATN3 (4148)', 'TRIM16 (10626)', 'PLPPR5 (163404)', 'TIRAP (114609)', 'SPRR3 (6707)', 'FAM187B (148109)', 'CRACDL (343990)', 'CENPP (401541)', 'CXXC1 (30827)', 'ACAD10 (80724)', 'DUSP5 (1847)', 'YWHAH (7533)', 'TCP10L (140290)', 'CD8B (926)', 'KRT5 (3852)', 'SEPTIN3 (55964)', 'NPAP1 (23742)', 'MAPK3 (5595)', 'ADRM1 (11047)', 'STAT2 (6773)', 'UBE2N (7334)', 'CYSRT1 (375791)', 'ODC1 (4953)', 'PDZD9 (255762)', 'ADAM23 (8745)', 'TACR2 (6865)', 'SEPTIN6 (23157)', 'C2orf49 (79074)', 'H1-7 (341567)', 'ATRNL1 (26033)', 'MOSPD2 (158747)', 'AGPAT5 (55326)', 'SLC16A12 (387700)', 'NDUFV3 (4731)', 'CITED4 (163732)', 'TIMP3 (7078)', 'TSPAN15 (23555)', 'LAMA4 (3910)', 'KIR3DL2 (3812)', 'IL2 (3558)', 'CDH11 (1009)', 'TMEM262 (100130348)', 'PWP2 (5822)', 'PPIP5K2 (23262)', 'GUCY1A2 (2977)', 'GEM (2669)', 'OR4N4 (283694)', 'PTPRC (5788)', 'CHMP4A (29082)', 'NFKB1 (4790)', 'NT5DC1 (221294)', 'GGPS1 (9453)', 'POU2F2 (5452)', 'CENPVL1 (389857)', 'MUC21 (394263)', 'GADD45G (10912)', 'PPRC1 (23082)', 'HCK (3055)', 'PPM1A (5494)', 'ZHX1 (11244)', 'RTN1 (6252)', 'MTRES1 (51250)', 'IRX2 (153572)', 'LSMEM2 (132228)', 'POLR2J3 (548644)', 'PGA4 (643847)', 'HS3ST2 (9956)', 'SLC22A2 (6582)', 'MYD88 (4615)', 'NEMF (9147)', 'RNF213 (57674)', 'S100A7A (338324)', 'DGAT1 (8694)', 'GSDMB (55876)', 'GPR137B (7107)', 'GLS2 (27165)', 'CLVS2 (134829)', 'NPIPB13 (613037)', 'SYNGR1 (9145)', 'NECTIN2 (5819)', 'MS4A10 (341116)', 'CDCA2 (157313)', 'ELF3 (1999)', 'ZNF662 (389114)', 'MAP3K8 (1326)', 'RHOB (388)', 'UBE2E1 (7324)', 'SH2D1A (4068)', 'IQCF2 (389123)', 'ADRA1D (146)', 'HLA-DOA (3111)', 'SYNDIG1L (646658)', 'TAFA2 (338811)', 'ALDH1B1 (219)', 'SLC27A5 (10998)', 'TMEM41A (90407)', 'DMAC2 (55101)', 'UNG (7374)', 'GTF2E1 (2960)', 'PCDHB1 (29930)', 'AFF4 (27125)', 'UBR3 (130507)', 'CXCR3 (2833)', 'CCDC65 (85478)', 'CD302 (9936)', 'PIGW (284098)', 'EPDR1 (54749)', 'ANKRD36B (57730)', 'EXT2 (2132)', 'C2CD5 (9847)', 'PCCB (5096)', 'HJV (148738)', 'OR56A5 (390084)', 'PIGR (5284)', 'ZNF71 (58491)', 'SLC51B (123264)', 'CDK11B (984)', 'HOXA13 (3209)', 'SNX10 (29887)', 'HAX1 (10456)', 'CCDC120 (90060)', 'DLC1 (10395)', 'CLIP1 (6249)', 'HRAS (3265)', 'NRARP (441478)', 'NBR1 (4077)', 'RABL2A (11159)', 'GRK4 (2868)', 'C19orf33 (64073)', 'MPO (4353)', 'DCPS (28960)', 'PLPP2 (8612)', 'CFAP52 (146845)', 'SLC29A2 (3177)', 'RBIS (401466)', 'DNAJC18 (202052)', 'MINDY4B (646951)', 'SLC6A4 (6532)', 'SNX19 (399979)', 'CFAP410 (755)', 'KRTAP19-4 (337971)', 'NT5DC2 (64943)', 'CACNG8 (59283)', 'CFAP91 (89876)', 'TERB1 (283847)', 'TMEM94 (9772)', 'CEACAM18 (729767)', 'AHI1 (54806)', 'RUNX1 (861)', 'OR10G3 (26533)', 'FAM72A (729533)', 'RAPGEF1 (2889)', 'DNPH1 (10591)', 'NUDCD1 (84955)', 'MIXL1 (83881)', 'GOLGA1 (2800)', 'KRTAP4-2 (85291)', 'LDHAL6A (160287)', 'CSRNP2 (81566)', 'RCAN1 (1827)', 'WFIKKN2 (124857)', 'PKP3 (11187)', 'VNN3 (55350)', 'JPH1 (56704)', 'SELENOP (6414)', 'SLC25A40 (55972)', 'SENP5 (205564)', 'PCDHB12 (56124)', 'KIAA1191 (57179)', 'AMTN (401138)', 'POMT2 (29954)', 'CEP170 (9859)', 'PF4 (5196)', 'NDUFA10 (4705)', 'DAZ1 (1617)', 'MMP24OS (101410538)', 'TOX3 (27324)', 'CYFIP2 (26999)', 'SCT (6343)', 'CNGA4 (1262)', 'CAMK2G (818)', 'LRRC69 (100130742)', 'TCEA1 (6917)', 'PCSK1N (27344)', 'NOP2 (4839)', 'KRT40 (125115)', 'FAM24A (118670)', 'C1orf158 (93190)', 'FBXL18 (80028)', 'HOXA3 (3200)', 'KPNA4 (3840)', 'FAM25A (643161)', 'AHCYL1 (10768)', 'BNIPL (149428)', 'RAD17 (5884)', 'IRF6 (3664)', 'PRLHR (2834)', 'SHISA7 (729956)', 'FAM155A (728215)', 'GUSB (2990)', 'TRIM5 (85363)', 'NACA2 (342538)', 'SSX7 (280658)', 'ATM (472)', 'LY6G6F (259215)', 'DNAJB14 (79982)', 'HAP1 (9001)', 'CA5A (763)', 'FUT6 (2528)', 'OR56A1 (120796)', 'ABL2 (27)', 'GGTLC1 (92086)', 'HNF1B (6928)', 'H3C2 (8358)', 'CXCL6 (6372)', 'MTRR (4552)', 'MT1X (4501)', 'VNN2 (8875)', 'SFRP4 (6424)', 'APOBEC3H (164668)', 'BLOC1S3 (388552)', 'TXLNA (200081)', 'ANXA6 (309)', 'TSBP1 (10665)', 'CFTR (1080)', 'LYRM2 (57226)', 'FBXO4 (26272)', 'ARGFX (503582)', 'TMEM250 (90120)', 'SREK1 (140890)', 'MINDY3 (80013)', 'FSD1 (79187)', 'KIAA1522 (57648)', 'C4orf45 (152940)', 'CT45A10 (102723631)', 'HLA-DQB1 (3119)', 'ZBED1 (9189)', 'RBX1 (9978)', 'TDRP (157695)', 'MSANTD1 (345222)', 'DLX4 (1748)', 'PGLS (25796)', 'MTARC2 (54996)', 'EZR (7430)', 'CYP1A2 (1544)', 'A3GALT2 (127550)', 'SPATA31A3 (727830)', 'KCNJ2 (3759)', 'TRAT1 (50852)', 'RBL1 (5933)', 'ZBTB1 (22890)', 'ZBTB39 (9880)', 'FAM170A (340069)', 'NDUFB8 (4714)', 'BIRC3 (330)', 'TFPI2 (7980)', 'GALNT2 (2590)', 'SCNM1 (79005)', 'PHETA1 (144717)', 'HSPA14 (51182)', 'TBX5 (6910)', 'MCM5 (4174)', 'GPD1L (23171)', 'ERCC4 (2072)', 'MBD3L2 (125997)', 'NR2E3 (10002)', 'SFMBT2 (57713)', 'SPATA6 (54558)', 'ARMCX2 (9823)', 'AP1AR (55435)', 'CYCS (54205)', 'AK6 (102157402)', 'DSP (1832)', 'RDH11 (51109)', 'AKAP14 (158798)', 'CCDC115 (84317)', 'TNFRSF1B (7133)', 'PRKCQ (5588)', 'TMCO6 (55374)', 'MSANTD3 (91283)', 'LRRC74B (400891)', 'OR8A1 (390275)', 'PPP2R5A (5525)', 'SEC61A1 (29927)', 'STOML3 (161003)', 'UIMC1 (51720)', 'HDAC10 (83933)', 'DNAJB5 (25822)', 'NTN5 (126147)', 'DNAJC22 (79962)', 'CDIN1 (84529)', 'FBXO17 (115290)', 'ATP6V1C2 (245973)', 'TOR3A (64222)', 'SERPINB4 (6318)', 'LNP1 (348801)', 'IL1RAPL1 (11141)', 'OGG1 (4968)', 'RBBP8 (5932)', 'AGO2 (27161)', 'NGB (58157)', 'ARHGDIA (396)', 'PLA2G4F (255189)', 'SPTLC1 (10558)', 'TRAPPC3 (27095)', 'PIP5K1B (8395)', 'COL9A1 (1297)', 'ALG10B (144245)', 'C5orf46 (389336)', 'BMP8A (353500)', 'TEX22 (647310)', 'NUTM2E (283008)', 'TOMM34 (10953)', 'CES2 (8824)', 'RBMS3 (27303)', 'BTBD18 (643376)', 'MT-CO3 (4514)', 'HMSD (284293)', 'TRPV3 (162514)', 'SORT1 (6272)', 'QPCTL (54814)', 'ZFHX4 (79776)', 'KRTAP1-1 (81851)', 'SMCO2 (341346)', 'NDUFS4 (4724)', 'MAGI1 (9223)', 'ABCC10 (89845)', 'RBM28 (55131)', 'PPP1R32 (220004)', 'RFT1 (91869)', 'INS-IGF2 (723961)', 'DCBLD2 (131566)', 'IMPDH2 (3615)', 'TMED1 (11018)', 'ANKH (56172)', 'KRT75 (9119)', 'CACNA1F (778)', 'DHRS2 (10202)', 'NOL3 (8996)', 'TMEM81 (388730)', 'EIF1AY (9086)', 'TRPM3 (80036)', 'NLRP4 (147945)', 'C1QTNF5 (114902)', 'ADAM12 (8038)', 'PI4K2B (55300)', 'OR51B5 (282763)', 'ERGIC3 (51614)', 'GPR4 (2828)', 'SERPINB11 (89778)', 'SLC39A5 (283375)', 'TAAR8 (83551)', 'PI4KA (5297)', 'DPH1 (1801)', 'HLA-A (3105)', 'KAT2A (2648)', 'FAM122B (159090)', 'CASD1 (64921)', 'MYH2 (4620)', 'TRIQK (286144)', 'KLHL40 (131377)', 'GPR89A (653519)', 'ARSI (340075)', 'MUC2 (4583)', 'DHRS3 (9249)', 'SLC9A9 (285195)', 'DNALI1 (7802)', 'SPATA24 (202051)', 'KRT14 (3861)', 'MT-ND4L (4539)', 'PHACTR3 (116154)', 'OCM2 (4951)', 'HNRNPF (3185)', 'NPAS2 (4862)', 'SLTM (79811)', 'CPOX (1371)', 'ARL6 (84100)', 'FGA (2243)', 'GSG1 (83445)', 'OR2T8 (343172)', 'DCTN5 (84516)', 'OR51M1 (390059)', 'FGF18 (8817)', 'SAMD13 (148418)', 'HYKK (123688)', 'EVX1 (2128)', 'EIF2AK3 (9451)', 'VKORC1 (79001)', 'TCF7 (6932)', 'ARPC5 (10092)', 'PCDH9 (5101)', 'DMBT1 (1755)', 'KAT6B (23522)', 'AHCY (191)', 'ZNF436 (80818)', 'EBP (10682)', 'AQP8 (343)', 'CTLA4 (1493)', 'OR10H2 (26538)', 'GAR1 (54433)', 'RFPL1 (5988)', 'MAP3K13 (9175)', 'HSPA2 (3306)', 'NAT8 (9027)', 'NPIPB4 (440345)', 'C6orf163 (206412)', 'USP1 (7398)', 'CETP (1071)', 'WNK4 (65266)', 'GRIPAP1 (56850)', 'SPHKAP (80309)', 'CDC23 (8697)', 'ASPSCR1 (79058)', 'PLGLB1 (5343)', 'LGALS9 (3965)', 'BRK1 (55845)', 'MYL12B (103910)', 'GABARAP (11337)', 'KARS1 (3735)', 'ARHGAP44 (9912)', 'KLK11 (11012)', 'SELENOW (6415)', 'CLPTM1L (81037)', 'PPP1R1B (84152)', 'USP3 (9960)', 'MAP2K6 (5608)', 'C8A (731)', 'PPAT (5471)', 'HOXC9 (3225)', 'URGCP (55665)', 'SUDS3 (64426)', 'UBXN8 (7993)', 'PRKAG1 (5571)', 'UBQLN1 (29979)', 'MLLT11 (10962)', 'OR2L5 (81466)', 'HCAR1 (27198)', 'SIGLEC9 (27180)', 'CERS4 (79603)', 'LRRFIP2 (9209)', 'RFX6 (222546)', 'ABCF2-H2BE1 (114483834)', 'EIF1AX (1964)', 'LRRC70 (100130733)', 'NID2 (22795)', 'ABHD6 (57406)', 'TSPAN14 (81619)', 'RPL7 (6129)', 'ESF1 (51575)', 'TCN1 (6947)', 'LDLRAP1 (26119)', 'PDE9A (5152)', 'CDH1 (999)', 'DEUP1 (159989)', 'GJB6 (10804)', 'THAP11 (57215)', 'TRIM68 (55128)', 'POGK (57645)', 'SLC24A3 (57419)', 'SMARCD3 (6604)', 'SAP25 (100316904)', 'MCM2 (4171)', 'ZFC3H1 (196441)', 'SLC1A5 (6510)', 'MTBP (27085)', 'CHRM2 (1129)', 'LCOR (84458)', 'PCDHA10 (56139)', 'GMCL1 (64395)', 'ITGB7 (3695)', 'FLT3LG (2323)', 'GLTP (51228)', 'RUVBL1 (8607)', 'MAN2B1 (4125)', 'CAMKK2 (10645)', 'ACSM3 (6296)', 'ANXA10 (11199)', 'SPAG5 (10615)', 'GABRE (2564)', 'TUBGCP2 (10844)', 'ARL5A (26225)', 'LRRC31 (79782)', 'FYTTD1 (84248)', 'AP1G1 (164)', 'NCOA4 (8031)', 'LHX8 (431707)', 'ZAN (7455)', 'C22orf15 (150248)', 'NLRP2B (286430)', 'TAF4 (6874)', 'PLA2G2E (30814)', 'RBPMS (11030)', 'OR5I1 (10798)', 'ARHGAP17 (55114)', 'C4BPA (722)', 'GPR101 (83550)', 'QARS1 (5859)', 'ASCL2 (430)', 'TXLNG (55787)', 'EPRS1 (2058)', 'SHISA2 (387914)', 'NXT2 (55916)', 'CLINT1 (9685)', 'KRTAP4-11 (653240)', 'TMEM254 (80195)', 'HS3ST1 (9957)', 'DIP2B (57609)', 'ECM2 (1842)', 'NPY (4852)', 'GNL2 (29889)', 'GASK1B (51313)', 'CNGB3 (54714)', 'ZNF799 (90576)', 'MAGI3 (260425)', 'ISOC1 (51015)', 'DCLRE1A (9937)', 'SPDYE11 (100996746)', 'STRAP (11171)', 'BCLAF1 (9774)', 'IGFBP1 (3484)', 'ODF1 (4956)', 'PLCB3 (5331)', 'WDR25 (79446)', 'ACER1 (125981)', 'HSPA12A (259217)', 'DAPL1 (92196)', 'BGLAP (632)', 'H3-5 (440093)', 'NEK1 (4750)', 'NPFFR1 (64106)', 'IL33 (90865)', 'FBXO40 (51725)', 'REEP1 (65055)', 'USP15 (9958)', 'OR1L8 (138881)', 'FAM135B (51059)', 'CCDC78 (124093)', 'NSG2 (51617)', 'SYNE3 (161176)', 'CACNA1S (779)', 'SNTG1 (54212)', 'SOCS2 (8835)', 'MPDU1 (9526)', 'PPM1K (152926)', 'ORC4 (5000)', 'OR10J5 (127385)', 'ZNF546 (339327)', 'DENND4C (55667)', 'MRPL9 (65005)', 'TNFRSF10A (8797)', 'OR1F1 (4992)', 'BECN2 (441925)', 'MAGEA3 (4102)', 'CD14 (929)', 'SLC18B1 (116843)', 'C3orf52 (79669)', 'CISD3 (284106)', 'ARHGAP23 (57636)', 'USP6NL (9712)', 'POLR2M (81488)', 'EIF3A (8661)', 'ERVH48-1 (90625)', 'SH2D3C (10044)', 'SLC27A1 (376497)', 'SETSIP (646817)', 'TP53I11 (9537)', 'IFNA21 (3452)', 'CDIP1 (29965)', 'KRT17 (3872)', 'SCRN3 (79634)', 'DEDD (9191)', 'MGAT4B (11282)', 'ICE1 (23379)', 'CBWD2 (150472)', 'PSMD2 (5708)', 'ERICH4 (100170765)', 'USP17L12 (100287205)', 'NIT2 (56954)', 'KCNK15 (60598)', 'OR5B12 (390191)', 'SIGLEC10 (89790)', 'CHGB (1114)', 'RHBDL3 (162494)', 'CYSTM1 (84418)', 'DPYSL5 (56896)', 'ARHGEF1 (9138)', 'TRIM38 (10475)', 'SNIP1 (79753)', 'MYO1H (283446)', 'TEDC1 (283643)', 'NCR3LG1 (374383)', 'SCN4A (6329)', 'INPP5E (56623)', 'SLITRK1 (114798)', 'GGACT (87769)', 'NPIPA2 (642799)', 'MPV17L2 (84769)', 'SLC6A14 (11254)', 'IL11RA (3590)', 'PDCD6IP (10015)', 'POU3F4 (5456)', 'PIK3IP1 (113791)', 'PREPL (9581)', 'CCDC151 (115948)', 'HNRNPAB (3182)', 'OAS3 (4940)', 'TAS2R10 (50839)', 'NEIL1 (79661)', 'LPCAT1 (79888)', 'CCDC27 (148870)', 'CPSF4L (642843)', 'SRRM2 (23524)', 'IER5L (389792)', 'DHH (50846)', 'MRPL23 (6150)', 'IPO11 (51194)', 'ACTN2 (88)', 'QDPR (5860)', 'PALM (5064)', 'PCDHB3 (56132)', 'CD207 (50489)', 'SLC26A2 (1836)', 'NIBAN3 (199786)', 'CTXN1 (404217)', 'ZSCAN23 (222696)', 'PCDH11X (27328)', 'MDH1 (4190)', 'PKM (5315)', 'TSPAN1 (10103)', 'LONRF3 (79836)', 'PCDH12 (51294)', 'CX3CR1 (1524)', 'ZBTB49 (166793)', 'ADAM17 (6868)', 'PNPLA5 (150379)', 'WLS (79971)', 'TRMT13 (54482)', 'KATNAL2 (83473)', 'SLIT1 (6585)', 'H2AP (25763)', 'RPS6KA5 (9252)', 'DHX15 (1665)', 'MSH2 (4436)', 'APOH (350)', 'ADAL (161823)', 'AFG1L (246269)', 'KMT2D (8085)', 'NUDT18 (79873)', 'ADGRB3 (577)', 'DBNL (28988)', 'COQ9 (57017)', 'TPST1 (8460)', 'ONECUT3 (390874)', 'ASB5 (140458)', 'PIWIL2 (55124)', 'ITGAL (3683)', 'PCK1 (5105)', 'CCER1 (196477)', 'CDYL (9425)', 'CT45A1 (541466)', 'NUDT6 (11162)', 'ANP32D (23519)', 'BCR (613)', 'PGS1 (9489)', 'OGFOD1 (55239)', 'TSEN2 (80746)', 'STK4 (6789)', 'BNIP3 (664)', 'LTBP2 (4053)', 'OTULINL (54491)', 'ALG5 (29880)', 'ZNF80 (7634)', 'SEMA6C (10500)', 'CRYGC (1420)', 'UGCG (7357)', 'ZNF843 (283933)', 'PDE8B (8622)', 'SCN5A (6331)', 'PES1 (23481)', 'SIRPA (140885)', 'DEFA1B (728358)', 'SNAPIN (23557)', 'CBX8 (57332)', 'PRMT8 (56341)', 'UTP14A (10813)', 'THOP1 (7064)', 'RUNX2 (860)', 'METTL6 (131965)', 'CBLN4 (140689)', 'INMT (11185)', 'ATG7 (10533)', 'EGR1 (1958)', 'COX16 (51241)', 'OR5B21 (219968)', 'ZNF730 (100129543)', 'LPAR2 (9170)', 'RAPGEF3 (10411)', 'EHMT2 (10919)', 'MSX2 (4488)', 'TDP1 (55775)', 'CNFN (84518)', 'RARG (5916)', 'MS4A3 (932)', 'CAPZB (832)', 'ADAM7 (8756)', 'HMGCS1 (3157)', 'FSHR (2492)', 'ABHD2 (11057)', 'LMNB2 (84823)', 'HESX1 (8820)', 'SPRR1B (6699)', 'EXD1 (161829)', 'VPS13A (23230)', 'MMACHC (25974)', 'GCM2 (9247)', 'PLPP1 (8611)', 'CREG1 (8804)', 'JAM3 (83700)', 'PAFAH1B1 (5048)', 'INPP4A (3631)', 'ZNF552 (79818)', 'CCDC63 (160762)', 'OR7C1 (26664)', 'NEIL2 (252969)', 'CCDC9B (388115)', 'RASGEF1A (221002)', 'RNPS1 (10921)', 'COA3 (28958)', 'CYP3A7 (1551)', 'C19orf38 (255809)', 'HNRNPA0 (10949)', 'FGFR2 (2263)', 'LRRC8D (55144)', 'TCEAL8 (90843)', 'EXOSC9 (5393)', 'ZC3H10 (84872)', 'PTP4A2 (8073)', 'C6orf52 (347744)', 'TAFA3 (284467)', 'ALKAL1 (389658)', 'SPDYE6 (729597)', 'ZNF431 (170959)', 'TIGAR (57103)', 'PUM3 (9933)', 'MCM3AP (8888)', 'RCN2 (5955)', 'CALCRL (10203)', 'CREB1 (1385)', 'HECTD4 (283450)', 'CCDC59 (29080)', 'CD5 (921)', 'SF3B4 (10262)', 'EIF2D (1939)', 'NPTX2 (4885)', 'NEPRO (25871)', 'WTAP (9589)', 'RETREG3 (162427)', 'SPANXC (64663)', 'CHIC1 (53344)', 'LIPA (3988)', 'IFNL2 (282616)', 'RAB11A (8766)', 'ICAM2 (3384)', 'HSPH1 (10808)', 'SLC22A16 (85413)', 'HHIP (64399)', 'XKR8 (55113)', 'DDIT4 (54541)', 'FMO4 (2329)', 'PATZ1 (23598)', 'UBAP2L (9898)', 'ERG (2078)', 'UBE2V2 (7336)', 'KCNAB1 (7881)', 'TBC1D9B (23061)', 'EEF1E1 (9521)', 'SHPK (23729)', 'CDA (978)', 'SF3B5 (83443)', 'AIFM1 (9131)', 'KLHL4 (56062)', 'BLMH (642)', 'ITGAX (3687)', 'IFNGR2 (3460)', 'SPIRE1 (56907)', 'TMEM71 (137835)', 'LYNX1-SLURP2 (111188157)', 'PGM2L1 (283209)', 'TMEM265 (100862671)', 'ZNF572 (137209)', 'MMP10 (4319)', 'CMSS1 (84319)', 'FGF10 (2255)', 'RSPO1 (284654)', 'CEBPG (1054)', 'ARHGEF37 (389337)', 'MAP1LC3C (440738)', 'IFT27 (11020)', 'DYNLT3 (6990)', 'SNX30 (401548)', 'NKX6-3 (157848)', 'MBD3 (53615)', 'CST1 (1469)', 'COMMD4 (54939)', 'TAMALIN (160622)', 'TBC1D1 (23216)', 'ARHGAP31 (57514)', 'LRRTM2 (26045)', 'RHBDD1 (84236)', 'PIGZ (80235)', 'HOXB5 (3215)', 'NEURL4 (84461)', 'H2BS1 (54145)', 'ELAVL3 (1995)', 'RAF1 (5894)', 'TRIM66 (9866)', 'MTRNR2L4 (100463285)', 'ANKRD20A3P (642929)', 'CPAMD8 (27151)', 'KCNK10 (54207)', 'PRSS8 (5652)', 'USP54 (159195)', 'PTBP3 (9991)', 'HNRNPM (4670)', 'MSI1 (4440)', 'KCNV1 (27012)', 'KRTAP10-3 (386682)', 'FBXL22 (283807)', 'PIF1 (80119)', 'KDM1A (23028)', 'FLCN (201163)', 'CD9 (928)', 'TMEM147 (10430)', 'FKBP15 (23307)', 'SMURF2 (64750)', 'OR56A4 (120793)', 'OR10G8 (219869)', 'ESR2 (2100)', 'SLC25A42 (284439)', 'MAFA (389692)', 'IP6K1 (9807)', 'EED (8726)', 'PRR5L (79899)', 'LPGAT1 (9926)', 'RNGTT (8732)', 'TMEM50B (757)', 'SLC10A6 (345274)', 'PWP1 (11137)', 'ALDOA (226)', 'TTPAL (79183)', 'DRC1 (92749)', 'OR52K2 (119774)', 'GOLGA8J (653073)', 'JPT1 (51155)', 'TICAM1 (148022)', 'OR2T10 (127069)', 'SMOC1 (64093)', 'GRXCR1 (389207)', 'HKDC1 (80201)', 'GPR179 (440435)', 'ATP2A1 (487)', 'TM4SF5 (9032)', 'COL2A1 (1280)', 'LEP (3952)', 'OR8H3 (390152)', 'RGL1 (23179)', 'PPP2R5E (5529)', 'BRAT1 (221927)', 'H1-3 (3007)', 'CDAN1 (146059)', 'ENTPD6 (955)', 'DNAL4 (10126)', 'ADH5 (128)', 'USP17L4 (645402)', 'A1CF (29974)', 'ZNF703 (80139)', 'MRPS23 (51649)', 'ZNF512B (57473)', 'PROK1 (84432)', 'KLK3 (354)', 'CCDC93 (54520)', 'FAM124B (79843)', 'EPB42 (2038)', 'DEFA3 (1668)', 'NBEAL2 (23218)', 'ATF2 (1386)', 'SPEF1 (25876)', 'MGST2 (4258)', 'CRNKL1 (51340)', 'BIRC6 (57448)', 'QSOX2 (169714)', 'MGARP (84709)', 'HECA (51696)', 'UST (10090)', 'MMP7 (4316)', 'ADA2 (51816)', 'PPME1 (51400)', 'TTC14 (151613)', 'COG3 (83548)', 'SMC2 (10592)', 'EEF1A2 (1917)', 'DYNC1LI2 (1783)', 'CPEB2 (132864)', 'MYO9B (4650)', 'LAG3 (3902)', 'OR11H2 (79334)', 'CALML3 (810)', 'ZNF687 (57592)', 'FAM76B (143684)', 'LYZ (4069)', 'IRAK4 (51135)', 'PCDHGB6 (56100)', 'CEP76 (79959)', 'RSPO2 (340419)', 'TEX261 (113419)', 'DLD (1738)', 'TEX14 (56155)', 'TTPA (7274)', 'MED8 (112950)', 'MRPL53 (116540)', 'ASB1 (51665)', 'TK1 (7083)', 'CA4 (762)', 'SCOC (60592)', 'CTNNA3 (29119)', 'LCE1C (353133)', 'EPN3 (55040)', 'ALOX12B (242)', 'PRR23B (389151)', 'COQ4 (51117)', 'TRMT1 (55621)', 'RPL7L1 (285855)', 'ERC1 (23085)', 'SYDE1 (85360)', 'LSM4 (25804)', 'MYOF (26509)', 'DHX37 (57647)', 'TBC1D2 (55357)', 'ARF4 (378)', 'GON4L (54856)', 'ZNF587B (100293516)', 'TTC37 (9652)', 'ZNF786 (136051)', 'TMEM263 (90488)', 'KIAA2026 (158358)', 'TBATA (219793)', 'NME9 (347736)', 'MLH1 (4292)', 'DYNC1LI1 (51143)', 'FAM133A (286499)', 'CEBPD (1052)', 'LRRFIP1 (9208)', 'NCOA7 (135112)', 'NFYB (4801)', 'PPEF2 (5470)', 'PTPRZ1 (5803)', 'NAA50 (80218)', 'VPS13C (54832)', 'CRH (1392)', 'ALDH1A1 (216)', 'FILIP1L (11259)', 'PAPOLA (10914)', 'DENND1A (57706)', 'C3orf20 (84077)', 'AP1S3 (130340)', 'CLIC1 (1192)', 'C13orf42 (647166)', 'CREB3L4 (148327)', 'RPL31 (6160)', 'FAM186B (84070)', 'H4C8 (8365)', 'TSC22D1 (8848)', 'POTEF (728378)', 'ZMAT3 (64393)', 'CPD (1362)', 'FBXW7 (55294)', 'CST8 (10047)', 'TMCC2 (9911)', 'TRIM26 (7726)', 'ZNF285 (26974)', 'RNF112 (7732)', 'NEB (4703)', 'PTCD2 (79810)', 'KPNB1 (3837)', 'SLC49A4 (84925)', 'GPR180 (160897)', 'KCNK5 (8645)', 'R3HDM2 (22864)', 'FBXL12 (54850)', 'ACER2 (340485)', 'PSMC4 (5704)', 'TNFSF13B (10673)', 'ABCA6 (23460)', 'EIF3B (8662)', 'ZNF746 (155061)', 'LITAFD (101929989)', 'NPVF (64111)', 'BOLL (66037)', 'IFNA1 (3439)', 'PTPN18 (26469)', 'FZD1 (8321)', 'SLC5A6 (8884)', 'SP6 (80320)', 'PLXND1 (23129)', 'RUSF1 (64755)', 'PRR20A (122183)', 'SMC4 (10051)', 'PKN2 (5586)', 'SERTM2 (401613)', 'IFIT3 (3437)', 'OR2M5 (127059)', 'SMR3A (26952)', 'UBE2QL1 (134111)', 'CACHD1 (57685)', 'HIRIP3 (8479)', 'ARL14 (80117)', 'SPRR2E (6704)', 'MAGEE1 (57692)', 'BCL9 (607)', 'DECR1 (1666)', 'ZYG11B (79699)', 'GDPD5 (81544)', 'SLC38A1 (81539)', 'ILDR1 (286676)', 'GNPNAT1 (64841)', 'DUSP4 (1846)', 'CCNA1 (8900)', 'CHL1 (10752)', 'NDUFB6 (4712)', 'RNF31 (55072)', 'ZNF92 (168374)', 'KCTD16 (57528)', 'TEX11 (56159)', 'SHE (126669)', 'GALNT17 (64409)', 'SFN (2810)', 'HNRNPCL2 (440563)', 'UPP2 (151531)', 'PCDHGA9 (56107)', 'THRA (7067)', 'VPS50 (55610)', 'NEDD1 (121441)', 'ARMH4 (145407)', 'MBOAT7 (79143)', 'MEPE (56955)', 'CXCL1 (2919)', 'GRM8 (2918)', 'GK (2710)', 'NXF2B (728343)', 'MRPL24 (79590)', 'ZDHHC16 (84287)', 'GBA2 (57704)', 'TMEM236 (653567)', 'GNMT (27232)', 'UBR7 (55148)', 'SHC1 (6464)', 'NDRG1 (10397)', 'SCAF8 (22828)', 'MMRN2 (79812)', 'NAV3 (89795)', 'ZNF267 (10308)', 'FKRP (79147)', 'DEFB132 (400830)', 'SERPINI1 (5274)', 'CHMP2A (27243)', 'TDRD10 (126668)', 'TESPA1 (9840)', 'HRNR (388697)', 'BORCS5 (118426)', 'FASTKD1 (79675)', 'SLC30A1 (7779)', 'TSPOAP1 (9256)', 'SPN (6693)', 'MICU1 (10367)', 'TMPRSS2 (7113)', 'RGMA (56963)', 'OVCA2 (124641)', 'VRTN (55237)', 'NAA30 (122830)', 'FBLN7 (129804)', 'HES4 (57801)', 'HNRNPD (3184)', 'CIB3 (117286)', 'TRARG1 (286753)', 'STK36 (27148)', 'KCNS1 (3787)', 'LINC02203 (727924)', 'CPSF3 (51692)', 'DNAH12 (201625)', 'LYSMD1 (388695)', 'ELP2 (55250)', 'ZNF330 (27309)', 'ITGA9 (3680)', 'TEX52 (101929469)', 'PSMB1 (5689)', 'TBCB (1155)', 'PPP1R1A (5502)', 'GPR3 (2827)', 'PIP4K2B (8396)', 'CNTN2 (6900)', 'APLP1 (333)', 'DHX57 (90957)', 'WHRN (25861)', 'OR13G1 (441933)', 'NPPC (4880)', 'AQP12A (375318)', 'MDC1 (9656)', 'BIN1 (274)', 'TIGD7 (91151)', 'GAS2L2 (246176)', 'PDE1B (5153)', 'FGF8 (2253)', 'FAM53A (152877)', 'SH3BGR (6450)', 'TLR9 (54106)', 'OR8B2 (26595)', 'POU6F2 (11281)', 'CEP57 (9702)', 'FGFR4 (2264)', 'DPEP2NB (100131303)', 'SDCCAG8 (10806)', 'LRRC36 (55282)', 'TAF7 (6879)', 'MSL2 (55167)', 'ENPP1 (5167)', 'SELENOM (140606)', 'TMX2 (51075)', 'SOGA3 (387104)', 'ATP5IF1 (93974)', 'C12orf45 (121053)', 'LRRN4 (164312)', 'PTN (5764)', 'KIF21A (55605)', 'KIAA0319L (79932)', 'PDPR (55066)', 'APOL1 (8542)', 'MMP21 (118856)', 'GALK2 (2585)', 'NUAK2 (81788)', 'ORAI3 (93129)', 'STBD1 (8987)', 'PEX26 (55670)', 'JHY (79864)', 'CKB (1152)', 'SMOC2 (64094)', 'IFTAP (119710)', 'KLRG1 (10219)', 'DOK3 (79930)', 'STAT6 (6778)', 'OR10A4 (283297)', 'FAM153B (202134)', 'SRCAP (10847)', 'CHUK (1147)', 'ARMH3 (79591)', 'SLC12A2 (6558)', 'MAGEL2 (54551)', 'FARP1 (10160)', 'TRAPPC2B (10597)', 'GPA33 (10223)', 'COPA (1314)', 'SPPL2B (56928)', 'ZNF219 (51222)', 'CRADD (8738)', 'RFPL3 (10738)', 'CDHR4 (389118)', 'WNT11 (7481)', 'AFP (174)', 'TRIP6 (7205)', 'C4A (720)', 'H2AC18 (8337)', 'TRAF3IP3 (80342)', 'SLC1A2 (6506)', 'ST7 (7982)', 'SYBU (55638)', 'OR4A47 (403253)', 'ANKRD12 (23253)', 'DOCK8 (81704)', 'SOHLH2 (54937)', 'ATP5PB (515)', 'NBPF3 (84224)', 'USP27X (389856)', 'STARD4 (134429)', 'GABRD (2563)', 'C1GALT1C1L (728819)', 'DRD1 (1812)', 'TTC30A (92104)', 'PPP1R10 (5514)', 'TMEM102 (284114)', 'DEDD2 (162989)', 'TNRC6C (57690)', 'RBM8A (9939)', 'FHAD1 (114827)', 'AGPAT2 (10555)', 'SOCS5 (9655)', 'SLAMF7 (57823)', 'PPHLN1 (51535)', 'PPFIA1 (8500)', 'C19orf44 (84167)', 'LEF1 (51176)', 'YWHAQ (10971)', 'DOCK11 (139818)', 'EPO (2056)', 'CSRNP3 (80034)', 'ZNF680 (340252)', 'CIB1 (10519)', 'DNAJB4 (11080)', 'AMIGO3 (386724)', 'GBX1 (2636)', 'PRDM9 (56979)', 'PCDHA4 (56144)', 'HAGHL (84264)', 'FAM120B (84498)', 'MMP24 (10893)', 'OR2K2 (26248)', 'SUN5 (140732)', 'ZMYND15 (84225)', 'RSPRY1 (89970)', 'HTR2A (3356)', 'ECM1 (1893)', 'EFCAB5 (374786)', 'PCGF5 (84333)', 'NRN1L (123904)', 'C15orf62 (643338)', 'HOXA5 (3202)', 'USP20 (10868)', 'PI15 (51050)', 'QRICH2 (84074)', 'RBMY1F (159163)', 'GKN1 (56287)', 'TMEM215 (401498)', 'TAS2R7 (50837)', 'STMN4 (81551)', 'KLHL2 (11275)', 'STX17 (55014)', 'SAAL1 (113174)', 'MLST8 (64223)', 'ZSCAN26 (7741)', 'TSEN15 (116461)', 'ELP5 (23587)', 'TNFSF10 (8743)', 'ESPNL (339768)', 'ZNF428 (126299)', 'FAM210A (125228)', 'PELI2 (57161)', 'RIC8B (55188)', 'ABHD3 (171586)', 'CD3G (917)', 'CSGALNACT2 (55454)', 'GDI1 (2664)', 'HSPE1-MOB4 (100529241)', 'AATF (26574)', 'CRYZ (1429)', 'RPEL1 (729020)', 'MTMR11 (10903)', 'DCP1A (55802)', 'UQCRQ (27089)', 'JPH2 (57158)', 'KDR (3791)', 'DCAF12 (25853)', 'PCDHGB4 (8641)', 'YIPF2 (78992)', 'CD200R1L (344807)', 'CLIP2 (7461)', 'POLR2D (5433)', 'MTRNR2L10 (100463488)', 'LGI4 (163175)', 'GSTA4 (2941)', 'MINPP1 (9562)', 'TGM3 (7053)', 'CARD18 (59082)', 'OR52D1 (390066)', 'IGFBP4 (3487)', 'LINGO1 (84894)', 'NPY2R (4887)', 'PGBD2 (267002)', 'PAQR9 (344838)', 'SF3B3 (23450)', 'RIOX1 (79697)', 'LSS (4047)', 'IFI27L2 (83982)', 'TBR1 (10716)', 'FAM221B (392307)', 'GPRC5A (9052)', 'BBS1 (582)', 'AL441992.2 (883)', 'SFTPB (6439)', 'PRKACG (5568)', 'NEURL1 (9148)', 'TAMM41 (132001)', 'TBPL2 (387332)', 'LST1 (7940)', 'USP17L10 (100287144)', 'CACYBP (27101)', 'FXYD4 (53828)', 'PEX11B (8799)', 'GAL3ST3 (89792)', 'ZBED8 (63920)', 'MAP4 (4134)', 'SYNGR2 (9144)', 'HSD11B1L (374875)', 'SLC25A20 (788)', 'CHODL (140578)', 'VEGFA (7422)', 'ASB12 (142689)', 'ABHD14A-ACY1 (100526760)', 'NR4A3 (8013)', 'CMTM5 (116173)', 'SPTAN1 (6709)', 'OXER1 (165140)', 'COL6A5 (256076)', 'COPS6 (10980)', 'KRT77 (374454)', 'GDPD3 (79153)', 'CARHSP1 (23589)', 'CENPC (1060)', 'CLDN15 (24146)', 'SEMA4F (10505)', 'KY (339855)', 'PPP4R3A (55671)', 'RLF (6018)', 'SEC24B (10427)', 'CAMK2N1 (55450)', 'IMP4 (92856)', 'TCTN1 (79600)', 'C6orf58 (352999)', 'TUBB3 (10381)', 'ANKMY2 (57037)', 'TMEM144 (55314)', 'DEFB103B (55894)', 'CFAP70 (118491)', 'EPC2 (26122)', 'HMCES (56941)', 'SOX21 (11166)', 'CRBN (51185)', 'PLCD4 (84812)', 'MTMR7 (9108)', 'NOL7 (51406)', 'CTSO (1519)', 'VN1R1 (57191)', 'STOX2 (56977)', 'CTTNBP2 (83992)', 'SCGN (10590)', 'CCDC28A (25901)', 'PSEN1 (5663)', 'GANAB (23193)', 'PHOX2B (8929)', 'ZFP41 (286128)', 'AMIGO2 (347902)', 'TAS2R5 (54429)', 'S100G (795)', 'ZAR1 (326340)', 'TRAPPC10 (7109)', 'STK31 (56164)', 'C10orf105 (414152)', 'MAFG (4097)', 'ZBTB21 (49854)', 'RBM23 (55147)', 'LIPJ (142910)', 'CCT6A (908)', 'CDRT4 (284040)', 'CSRP3 (8048)', 'GLIPR1 (11010)', 'RNF7 (9616)', 'BCL6B (255877)', 'MSC (9242)', 'RTKN2 (219790)', 'NFXL1 (152518)', 'KDM4E (390245)', 'FIGNL2 (401720)', 'TPM4 (7171)', 'WDR6 (11180)', 'SGCB (6443)', 'ASXL2 (55252)', 'MAMSTR (284358)', 'ING4 (51147)', 'PRDM5 (11107)', 'IGLON5 (402665)', 'CEP55 (55165)', 'KRTAP9-9 (81870)', 'LCE1B (353132)', 'NEK4 (6787)', 'OSBPL9 (114883)', 'CASK (8573)', 'TEX50 (730159)', 'CCL15 (6359)', 'OR52N1 (79473)', 'CDK14 (5218)', 'SNX13 (23161)', 'OLFM2 (93145)', 'SULT2B1 (6820)', 'NKTR (4820)', 'CPE (1363)', 'KIF26B (55083)', 'IGFBP6 (3489)', 'SMIM12 (113444)', 'ATL1 (51062)', 'NMS (129521)', 'KLHDC10 (23008)', 'DNAJC25-GNG10 (552891)', 'PAIP1 (10605)', 'RPS9 (6203)', 'ZC3H3 (23144)', 'UBASH3B (84959)', 'NOS2 (4843)', 'PCNT (5116)', 'FADD (8772)', 'CCDC169-SOHLH2 (100526761)', 'KCNK6 (9424)', 'COLEC11 (78989)', 'SAMD7 (344658)', 'EAPP (55837)', 'TAS2R43 (259289)', 'RBM41 (55285)', 'FLOT1 (10211)', 'ETNPPL (64850)', 'TEDC2 (80178)', 'DLEU7 (220107)', 'FAM181B (220382)', 'SULT1A2 (6799)', 'SSBP3 (23648)', 'CYS1 (192668)', 'BZW1 (9689)', 'NUTM2D (728130)', 'UBA52 (7311)', 'NBPF19 (101060226)', 'APMAP (57136)', 'CCNP (79935)', 'C1QBP (708)', 'IFNA6 (3443)', 'NUCKS1 (64710)', 'CD86 (942)', 'FCER1G (2207)', 'SF3A3 (10946)', 'CMC2 (56942)', 'RAB6A (5870)', 'SUPT5H (6829)', 'SKAP1 (8631)', 'INPP1 (3628)', 'ACTA1 (58)', 'KANSL2 (54934)', 'ATP5MC1 (516)', 'OR1L3 (26735)', 'ZNF831 (128611)', 'AP3B2 (8120)', 'ZNF641 (121274)', 'SYT5 (6861)', 'BPIFB2 (80341)', 'RAB34 (83871)', 'ANKRD13B (124930)', 'ELAPOR2 (222223)', 'INA (9118)', 'CAVIN2 (8436)', 'GJA9 (81025)', 'DENND5A (23258)', 'ARMC6 (93436)', 'SP2 (6668)', 'GSTM1 (2944)', 'CSMD3 (114788)', 'HBZ (3050)', 'CAPN1 (823)', 'NINJ2 (4815)', 'PALB2 (79728)', 'TMEM134 (80194)', 'ARMS2 (387715)', 'ICA1 (3382)', 'MFSD14B (84641)', 'IL20 (50604)', 'NSG1 (27065)', 'PTPRU (10076)', 'OR13C8 (138802)', 'GLIS2 (84662)', 'ZFAND3 (60685)', 'AADACL4 (343066)', 'CMAS (55907)', 'MIA2 (4253)', 'TOMM6 (100188893)', 'BCAT1 (586)', 'TGM1 (7051)', 'RMDN3 (55177)', 'MISP3 (113230)', 'NECAB3 (63941)', 'CNKSR2 (22866)', 'PBX4 (80714)', 'NRAP (4892)', 'FCAMR (83953)', 'TBC1D3I (102724862)', 'AIFM2 (84883)', 'CLASP1 (23332)', 'AMMECR1 (9949)', 'PATL1 (219988)', 'CALR (811)', 'CORO2B (10391)', 'FDXR (2232)', 'KRI1 (65095)', 'ZNF37A (7587)', 'TASOR2 (54906)', 'HOXA10 (3206)', 'CCR1 (1230)', 'C15orf65 (145788)', 'C1orf112 (55732)', 'TLCD4 (148534)', 'TCP11X2 (100996648)', 'BMP5 (653)', 'HOXD3 (3232)', 'SNX12 (29934)', 'SOD1 (6647)', 'DLG1 (1739)', 'COL9A2 (1298)', 'CHD8 (57680)', 'TRMT1L (81627)', 'CMTM2 (146225)', 'IGSF3 (3321)', 'RIC8A (60626)', 'ABHD17A (81926)', 'SARAF (51669)', 'PCSK6 (5046)', 'FANCI (55215)', 'SCNN1B (6338)', 'ADO (84890)', 'FGF4 (2249)', 'OR1D2 (4991)', 'TSPYL5 (85453)', 'TMEM186 (25880)', 'ADRA2C (152)', 'TOP1 (7150)', 'POLDIP2 (26073)', 'CPEB4 (80315)', 'CCM2L (140706)', 'MFAP3 (4238)', 'HMGXB4 (10042)', 'CRELD1 (78987)', 'STIM1 (6786)', 'TFAP2B (7021)', 'KLK2 (3817)', 'EIF3I (8668)', 'KRT7 (3855)', 'YOD1 (55432)', 'GNB1 (2782)', 'SASH3 (54440)', 'ASB14 (142686)', 'SMARCA4 (6597)', 'P3H2 (55214)', 'OPN1SW (611)', 'SCYL1 (57410)', 'FXN (2395)', 'COX8A (1351)', 'OR51F2 (119694)', 'OR6C1 (390321)', 'DERPC (113455421)', 'HID1 (283987)', 'ADIPOR1 (51094)', 'CCDC181 (57821)', 'TUBG1 (7283)', 'ZNF724 (440519)', 'ADGRL1 (22859)', 'TNS1 (7145)', 'DEFB134 (613211)', 'XPO1 (7514)', 'KANK1 (23189)', 'COG1 (9382)', 'PRKAG3 (53632)', 'HEPACAM (220296)', 'BEAN1 (146227)', 'TMEM14B (81853)', 'BAAT (570)', 'PRKCD (5580)', 'FMNL1 (752)', 'XAGE5 (170627)', 'SRSF4 (6429)', 'ZBED6CL (113763)', 'RSBN1 (54665)', 'HTR3E (285242)', 'HIC2 (23119)', 'CEACAM1 (634)', 'TAS2R8 (50836)', 'FOXP4 (116113)', 'SEC14L3 (266629)', 'SDR39U1 (56948)', 'RGS7BP (401190)', 'KCTD10 (83892)', 'KRT78 (196374)', 'KLRC1 (3821)', 'PRAMEF1 (65121)', 'PITX2 (5308)', 'SNTG2 (54221)', 'CREBL2 (1389)', 'RANBP17 (64901)', 'DDX11 (1663)', 'AP3M2 (10947)', 'CHD7 (55636)', 'TPK1 (27010)', 'ARHGAP26 (23092)', 'TRUB2 (26995)', 'SPESP1 (246777)', 'EXTL1 (2134)', 'RALGDS (5900)', 'SEPTIN14 (346288)', 'PRKAR1B (5575)', 'UBE2L3 (7332)', 'LRRC28 (123355)', 'RET (5979)', 'EPCAM (4072)', 'LRRC25 (126364)', 'TXNDC11 (51061)', 'NUFIP2 (57532)', 'NGDN (25983)', 'FAM3D (131177)', 'MAGEB10 (139422)', 'MKKS (8195)', 'MSGN1 (343930)', 'SNRPF (6636)', 'KIAA0408 (9729)', 'RTTN (25914)', 'IGFBPL1 (347252)', 'NAP1L2 (4674)', 'TTLL5 (23093)', 'TMTC1 (83857)', 'TAP1 (6890)', 'GAN (8139)', 'SLK (9748)', 'ZNF568 (374900)', 'LFNG (3955)', 'PTGES (9536)', 'SLC35E2B (728661)', 'CCR3 (1232)', 'KCNH8 (131096)', 'SLC35C1 (55343)', 'BANP (54971)', 'CLIP3 (25999)', 'FGF6 (2251)', 'LRRC37A (9884)', 'TMA7 (51372)', 'ANGPTL8 (55908)', 'IDO1 (3620)', 'SLFN13 (146857)', 'LY75-CD302 (100526664)', 'DDAH2 (23564)', 'HAVCR1 (26762)', 'CRYBG1 (202)', 'CREB5 (9586)', 'PRAMEF10 (343071)', 'FASLG (356)', 'KIF13A (63971)', 'UTY (7404)', 'BTN2A2 (10385)', 'NAV1 (89796)', 'BSDC1 (55108)', 'NQO1 (1728)', 'SACS (26278)', 'RPS6KB2 (6199)', 'DNAAF2 (55172)', 'ATP5MGL (267020)', 'SYNGR4 (23546)', 'RAB22A (57403)', 'TP53INP1 (94241)', 'NDN (4692)', 'MLIP (90523)', 'EP400 (57634)', 'TSPY10 (100289087)', 'INSL3 (3640)', 'TIAM1 (7074)', 'CCL4L2 (9560)', 'CA10 (56934)', 'COX5B (1329)', 'SREK1IP1 (285672)', 'ZNF597 (146434)', 'SRPX2 (27286)', 'TAF12 (6883)', 'KCND3 (3752)', 'PDLIM4 (8572)', 'BTBD3 (22903)', 'GDE1 (51573)', 'RXFP2 (122042)', 'FAM102B (284611)', 'FBXO39 (162517)', 'HBB (3043)', 'WFDC10A (140832)', 'SLC9A6 (10479)', 'ACTB (60)', 'CTNNAL1 (8727)', 'HNRNPK (3190)', 'PCDH8 (5100)', 'ZNF329 (79673)', 'PABPC4L (132430)', 'SCG3 (29106)', 'AKR1C4 (1109)', 'PRR4 (11272)', 'RNF19A (25897)', 'VASH2 (79805)', 'KCNE2 (9992)', 'SLC44A4 (80736)', 'PDE1A (5136)', 'MS4A13 (503497)', 'UGT2B4 (7363)', 'TGIF2-RAB5IF (100527943)', 'MYO15A (51168)', 'SGO1 (151648)', 'MYRF (745)', 'BCL2L12 (83596)', 'NUMA1 (4926)', 'ISL2 (64843)', 'TAF9B (51616)', 'EAF2 (55840)', 'SAP18 (10284)', 'TAF5L (27097)', 'ACTC1 (70)', 'CST9 (128822)', 'CCDC60 (160777)', 'ZKSCAN7 (55888)', 'UBE2I (7329)', 'GSTA3 (2940)', 'INTS8 (55656)', 'RSPH3 (83861)', 'TRIM29 (23650)', 'ADH1C (126)', 'CNN2 (1265)', 'SUPT3H (8464)', 'ABCB7 (22)', 'COQ7 (10229)', 'TSTD1 (100131187)', 'MSI2 (124540)', 'NAXD (55739)', 'TAAR9 (134860)', 'H3C7 (8968)', 'STUM (375057)', 'IFNW1 (3467)', 'FCGR2B (2213)', 'H3Y2 (340096)', 'AWAT1 (158833)', 'BTBD19 (149478)', 'C9orf64 (84267)', 'SLC45A4 (57210)', 'ITGAD (3681)', 'ATG12 (9140)', 'FTH1 (2495)', 'PAQR8 (85315)', 'MPV17L (255027)', 'PARP4 (143)', 'LATS1 (9113)', 'COASY (80347)', 'RMND5B (64777)', 'KLHL1 (57626)', 'FKBP4 (2288)', 'FDXACB1 (91893)', 'RPS20 (6224)', 'ABHD16B (140701)', 'SIVA1 (10572)', 'TLE6 (79816)', 'SMC1A (8243)', 'TPX2 (22974)', 'KCNH6 (81033)', 'PPP2R3A (5523)', 'KCTD2 (23510)', 'RHNO1 (83695)', 'GAGE12F (2574)', 'CCDC116 (164592)', 'PDGFRL (5157)', 'GNA11 (2767)', 'MEGF8 (1954)', 'DOCK2 (1794)', 'TNFAIP8L3 (388121)', 'DCTN1 (1639)', 'POLR1B (84172)', 'SLC22A8 (9376)', 'ZNF28 (7576)', 'H2AC12 (85235)', 'REC114 (283677)', 'CEBPZ (10153)', 'EPB41L4A (64097)', 'CYP11B1 (1584)', 'KRTAP21-1 (337977)', 'GFOD1 (54438)', 'ANK1 (286)', 'UNC45B (146862)', 'TIMM17B (10245)', 'SLC22A10 (387775)', 'REPS1 (85021)', 'KCND1 (3750)', 'TMEM9B (56674)', 'CENATAC (338657)', 'CTR9 (9646)', 'FOXN3 (1112)', 'SMTNL1 (219537)', 'MVK (4598)', 'ALKBH8 (91801)', 'PIWIL4 (143689)', 'LILRB5 (10990)', 'CYP2C8 (1558)', 'DHRS12 (79758)', 'ATP23 (91419)', 'DAG1 (1605)', 'COX14 (84987)', 'USP17L18 (100287364)', 'OR52E5 (390082)', 'GKAP1 (80318)', 'IL20RA (53832)', 'NENF (29937)', 'ZNF300 (91975)', 'NUS1 (116150)', 'ALG11 (440138)', 'S100PBP (64766)', 'LOXL3 (84695)', 'SH2D4B (387694)', 'SP110 (3431)', 'RNF151 (146310)', 'SIRT3 (23410)', 'TNKS1BP1 (85456)', 'CFAP47 (286464)', 'SMIM6 (100130933)', 'ADAD1 (132612)', 'PRKX (5613)', 'RASSF3 (283349)', 'MEX3D (399664)', 'ATAT1 (79969)', 'PSKH2 (85481)', 'KRT3 (3850)', 'PFDN4 (5203)', 'OR7D4 (125958)', 'TSKU (25987)', 'BTBD11 (121551)', 'IL12A (3592)', 'ATG9B (285973)', 'CSF3 (1440)', 'PDZD8 (118987)', 'ENTPD3 (956)', 'BRINP2 (57795)', 'ZNF487 (642819)', 'SELE (6401)', 'FLNA (2316)', 'P3H1 (64175)', 'PCNX2 (80003)', 'ODF3L1 (161753)', 'FAM166A (401565)', 'C17orf98 (388381)', 'RPAP1 (26015)', 'NYAP1 (222950)', 'ISM2 (145501)', 'AP1M2 (10053)', 'PDHA2 (5161)', 'DPYS (1807)', 'AKR7A3 (22977)', 'MLKL (197259)', 'REG3A (5068)', 'PTGES2 (80142)', 'YPEL2 (388403)', 'SHROOM3 (57619)', 'PDXDC1 (23042)', 'ATPAF2 (91647)', 'FAM216B (144809)', 'ZNF598 (90850)', 'OR2T33 (391195)', 'STEAP1 (26872)', 'RILPL1 (353116)', 'PPARD (5467)', 'SRSF8 (10929)', 'ZFP92 (139735)', 'KCNE1 (3753)', 'ZNF672 (79894)', 'SRFBP1 (153443)', 'DOT1L (84444)', 'SLAIN2 (57606)', 'RETREG2 (79137)', 'EPB41L4B (54566)', 'DUSP29 (338599)', 'C1RL (51279)', 'SLMAP (7871)', 'LCAT (3931)', 'CPA2 (1358)', 'ZBTB8OS (339487)', 'MTA3 (57504)', 'CHPF (79586)', 'EPHA1 (2041)', 'CDK5RAP1 (51654)', 'THEMIS2 (9473)', 'UBASH3A (53347)', 'LARGE2 (120071)', 'GTF2H4 (2968)', 'DMD (1756)', 'RHOXF1 (158800)', 'P2RX7 (5027)', 'LY6D (8581)', 'DCDC1 (341019)', 'NCAM1 (4684)', 'DNAJC25 (548645)', 'MARCHF2 (51257)', 'CCDC83 (220047)', 'RPL22 (6146)', 'YY1AP1 (55249)', 'THOC5 (8563)', 'PLEKHG5 (57449)', 'PLEKHO2 (80301)', 'KRT15 (3866)', 'ZNF551 (90233)', 'KRTAP1-5 (83895)', 'HOXC4 (3221)', 'HLA-E (3133)', 'PJA1 (64219)', 'FERMT2 (10979)', 'ZNF425 (155054)', 'NUBP1 (4682)', 'PGBD5 (79605)', 'SSBP4 (170463)', 'LATS2 (26524)', 'BIRC2 (329)', 'HYPK (25764)', 'PCDH20 (64881)', 'FUCA1 (2517)', 'CLEC1B (51266)', 'HOXC12 (3228)', 'CCDC110 (256309)', 'ORC6 (23594)', 'TEAD1 (7003)', 'VBP1 (7411)', 'LIN7A (8825)', 'FZD7 (8324)', 'NAPG (8774)', 'COL8A1 (1295)', 'KCNC1 (3746)', 'SNX22 (79856)', 'INPP5D (3635)', 'KCMF1 (56888)', 'OVGP1 (5016)', 'ATF4 (468)', 'CEP20 (123811)', 'NAA38 (84316)', 'H2BC1 (255626)', 'SH3TC2 (79628)', 'PRMT6 (55170)', 'CEPT1 (10390)', 'ETNK1 (55500)', 'FXYD6-FXYD2 (100533181)', 'POTEC (388468)', 'C12orf75 (387882)', 'RPL26L1 (51121)', 'ZNF679 (168417)', 'TBC1D16 (125058)', 'FAHD2A (51011)', 'PODNL1 (79883)', 'LRRC24 (441381)', 'KRT9 (3857)', 'MED11 (400569)', 'MRPL55 (128308)', 'RGS11 (8786)', 'SMAD7 (4092)', 'KCP (375616)', 'TCEAL7 (56849)', 'GTF2H3 (2967)', 'XKR4 (114786)', 'GTDC1 (79712)', 'PDZK1IP1 (10158)', 'OR1A2 (26189)', 'SMIM28 (110806279)', 'C19orf84 (147646)', 'TBC1D3C (414060)', 'RNF34 (80196)', 'GCOM1 (145781)', 'ZNF677 (342926)', 'PIGF (5281)', 'GPSM2 (29899)', 'EFCAB11 (90141)', 'HTR4 (3360)', 'ETFA (2108)', 'FURIN (5045)', 'SLC47A2 (146802)', 'MTA1 (9112)', 'IKBKE (9641)', 'NUDC (10726)', 'ANGPTL2 (23452)', 'ICA1L (130026)', 'COL4A3 (1285)', 'ZC3H12C (85463)', 'FOXD3 (27022)', 'GPX3 (2878)', 'PNMA2 (10687)', 'RSPH14 (27156)', 'KIFC3 (3801)', 'MYO5B (4645)', 'KLK13 (26085)', 'LCE2D (353141)', 'ZNF629 (23361)', 'KRT38 (8687)', 'ARHGEF16 (27237)', 'CAPN5 (726)', 'SOX15 (6665)', 'CNOT9 (9125)', 'HES6 (55502)', 'GBX2 (2637)', 'C2orf92 (728537)', 'DBI (1622)', 'NLRP13 (126204)', 'COBLL1 (22837)', 'PRH1 (5554)', 'ZFAT (57623)', 'SLC35A3 (23443)', 'ACOX2 (8309)', 'KCNA4 (3739)', 'SLITRK2 (84631)', 'CHCHD2 (51142)', 'PTGES3L-AARSD1 (100885850)', 'XPA (7507)', 'LPIN3 (64900)', 'SNX29 (92017)', 'LIPH (200879)', 'PEX10 (5192)', 'BCAP31 (10134)', 'SINHCAF (58516)', 'CCSAP (126731)', 'PMF1 (11243)', 'TPBGL (100507050)', 'TMEM260 (54916)', 'TRIM11 (81559)', 'SIGLEC7 (27036)', 'PXDNL (137902)', 'CTNS (1497)', 'PPP4C (5531)', 'RPL18A (6142)', 'ATXN3L (92552)', 'FBXW8 (26259)', 'NDP (4693)', 'GORASP2 (26003)', 'ANKRD61 (100310846)', 'IL21R (50615)', 'PTER (9317)', 'TNC (3371)', 'CHPF2 (54480)', 'ITIH1 (3697)', 'SMCHD1 (23347)', 'ALDH2 (217)', 'UROD (7389)', 'CD34 (947)', 'PCDHA7 (56141)', 'SLC12A7 (10723)', 'OR3A2 (4995)', 'MAP2K7 (5609)', 'N4BP1 (9683)', 'AP2A1 (160)', 'ACAP2 (23527)', 'RNASE4 (6038)', 'WDR24 (84219)', 'CT45A2 (728911)', 'MDGA1 (266727)', 'DRAM1 (55332)', 'BTNL3 (10917)', 'CASP8AP2 (9994)', 'FRAT1 (10023)', 'TMEM150A (129303)', 'STEAP2 (261729)', 'CEP19 (84984)', 'ELOB (6923)', 'UBE2B (7320)', 'DGUOK (1716)', 'CCDC18 (343099)', 'KHDRBS1 (10657)', 'NACAD (23148)', 'TMBIM6 (7009)', 'ANKZF1 (55139)', 'ATP6AP2 (10159)', 'KRTAP19-5 (337972)', 'NOS1AP (9722)', 'FEZ1 (9638)', 'CBS (875)', 'TMEM196 (256130)', 'GOLPH3L (55204)', 'LY9 (4063)', 'THAP9 (79725)', 'GAS1 (2619)', 'SAMD1 (90378)', 'CKMT1A (548596)', 'VAV1 (7409)', 'ANXA8 (653145)', 'GPR39 (2863)', 'MYO19 (80179)', 'ZNF415 (55786)', 'IRF2BP2 (359948)', 'CSRP1 (1465)', 'MMAA (166785)', 'MECP2 (4204)', 'ZNF561 (93134)', 'CDC14B (8555)', 'TAF6L (10629)', 'CKM (1158)', 'GSPT1 (2935)', 'CATSPER4 (378807)', 'IHH (3549)', 'CST4 (1472)', 'CSPG5 (10675)', 'GPR155 (151556)', 'SPANXN3 (139067)', 'ESR1 (2099)', 'PIP4P1 (90809)', 'CYP4X1 (260293)', 'PALLD (23022)', 'L3MBTL4 (91133)', 'RANBP10 (57610)', 'TMEM208 (29100)', 'INS (3630)', 'AP3B1 (8546)', 'FH (2271)', 'RAB9B (51209)', 'CYP2D6 (1565)', 'PYCARD (29108)', 'ZNF41 (7592)', 'MT1HL1 (645745)', 'MBD1 (4152)', 'MRPL4 (51073)', 'ACTA2 (59)', 'ADAM33 (80332)', 'UGT1A4 (54657)', 'PDIK1L (149420)', 'CMC4 (100272147)', 'COX7C (1350)', 'CXCL11 (6373)', 'ZBED5 (58486)', 'C9orf85 (138241)', 'SERPINA3 (12)', 'NR1H3 (10062)', 'QPCT (25797)', 'PRDX3 (10935)', 'GPR135 (64582)', 'FYB2 (199920)', 'BTNL9 (153579)', 'OLFML2A (169611)', 'FAU (2197)', 'DHX33 (56919)', 'WNT10A (80326)', 'SLC25A3 (5250)', 'ABCG4 (64137)', 'GIPR (2696)', 'HERC5 (51191)', 'PACSIN3 (29763)', 'SVIL (6840)', 'FAM168A (23201)', 'ZMIZ2 (83637)', 'MAP3K19 (80122)', 'FBF1 (85302)', 'ZNF136 (7695)', 'CPNE4 (131034)', 'ITGB1BP1 (9270)', 'RPRM (56475)', 'CDH7 (1005)', 'HIBADH (11112)', 'CNGA3 (1261)', 'EXOC7 (23265)', 'ADPRHL1 (113622)', 'CD79B (974)', 'PTBP1 (5725)', 'CDH19 (28513)', 'GLCCI1 (113263)', 'DMRT1 (1761)', 'G3BP1 (10146)', 'ZHX3 (23051)', 'GH2 (2689)', 'CIPC (85457)', 'KIAA0232 (9778)', 'KDM2B (84678)', 'RPL4 (6124)', 'DIO1 (1733)', 'COL21A1 (81578)', 'BCL2L2 (599)', 'ADAMTS10 (81794)', 'SNRNP25 (79622)', 'SLC24A2 (25769)', 'GMFG (9535)', 'MAG (4099)', 'TARBP2 (6895)', 'DEFB103A (414325)', 'KRTAP10-12 (386685)', 'PANX1 (24145)', 'P3H3 (10536)', 'CACNA1D (776)', 'MRPL14 (64928)', 'IFITM5 (387733)', 'ZMAT5 (55954)', 'OR10G7 (390265)', 'MIPEP (4285)', 'HACD2 (201562)', 'RASSF4 (83937)', 'ANKRD9 (122416)', 'HSFX4 (101927685)', 'ABCB6 (10058)', 'KIAA1328 (57536)', 'CRACR2B (283229)', 'HEMGN (55363)', 'WWC2 (80014)', 'FETUB (26998)', 'TNN (63923)', 'TCF12 (6938)', 'DCK (1633)', 'TEPSIN (146705)', 'NELFA (7469)', 'ATP5MG (10632)', 'NPHS2 (7827)', 'CASP9 (842)', 'IQCC (55721)', 'CYP4F2 (8529)', 'NEK9 (91754)', 'HNRNPR (10236)', 'ACKR2 (1238)', 'TCEAL9 (51186)', 'CNTF (1270)', 'MAPK8 (5599)', 'H3C6 (8353)', 'GTF2F1 (2962)', 'HSH2D (84941)', 'HSCB (150274)', 'UBE2R2 (54926)', 'HSPA12B (116835)', 'TRO (7216)', 'FAM83E (54854)', 'RASA1 (5921)', 'SEZ6L (23544)', 'CRLF3 (51379)', 'FAM220A (84792)', 'ZNRF4 (148066)', 'DTWD1 (56986)', 'GMNC (647309)', 'CDKL4 (344387)', 'PTP4A3 (11156)', 'MIOX (55586)', 'GUCY1B1 (2983)', 'DNAAF3 (352909)', 'P2RX2 (22953)', 'DNAJC16 (23341)', 'CTIF (9811)', 'ABHD8 (79575)', 'C4orf33 (132321)', 'KRTAP4-7 (100132476)', 'USP19 (10869)', 'PLPP4 (196051)', 'TBC1D22B (55633)', 'ZNF614 (80110)', 'EPOP (100170841)', 'TDRD1 (56165)', 'ZBTB47 (92999)', 'LIN9 (286826)', 'FBP1 (2203)', 'CITED2 (10370)', 'TCEAL3 (85012)', 'MAGEA1 (4100)', 'OPTC (26254)', 'RDX (5962)', 'CHRFAM7A (89832)', 'NRG3 (10718)', 'ASH1L (55870)', 'DDC (1644)', 'GATAD2A (54815)', 'MXRA7 (439921)', 'NDUFA7 (4701)', 'MYOCOS (110806290)', 'RNF225 (646862)', 'PWWP2A (114825)', 'RPP30 (10556)', 'TMEM271 (112441426)', 'ZNF705A (440077)', 'NAB1 (4664)', 'C1QTNF6 (114904)', 'PEAR1 (375033)', 'MID2 (11043)', 'SLC17A9 (63910)', 'COA4 (51287)', 'ETV3L (440695)', 'SATB2 (23314)', 'ZNF608 (57507)', 'SLC4A11 (83959)', 'GALNT16 (57452)', 'ZMAT4 (79698)', 'OXGR1 (27199)', 'OSGEPL1 (64172)', 'KCNH1 (3756)', 'PPM1M (132160)', 'NCKAP5L (57701)', 'TMEM126B (55863)', 'OBSL1 (23363)', 'SLC15A2 (6565)', 'S100A3 (6274)', 'ATP5PO (539)', 'CCL5 (6352)', 'CRISP3 (10321)', 'FZD3 (7976)', 'STEAP3 (55240)', 'H2BC13 (8340)', 'PCDHA1 (56147)', 'BTBD7 (55727)', 'ZNF148 (7707)', 'A1BG (1)', 'ANO6 (196527)', 'TMEM185B (79134)', 'HOXB7 (3217)', 'ZNF34 (80778)', 'COX19 (90639)', 'ZNF547 (284306)', 'CYP4B1 (1580)', 'PALD1 (27143)', 'HEXIM2 (124790)', 'SSR3 (6747)', 'DOCK7 (85440)', 'PRB2 (653247)', 'HPCA (3208)', 'SPDEF (25803)', 'LGALS4 (3960)', 'KLHL38 (340359)', 'NDUFB10 (4716)', 'MTRNR2L6 (100463482)', 'C19orf71 (100128569)', 'LRRC41 (10489)', 'AC098582.1 (8916)', 'LCMT2 (9836)', 'POLH (5429)', 'CCS (9973)', 'CAPN10 (11132)', 'CD46 (4179)', 'ZFYVE27 (118813)', 'PTPRH (5794)', 'EBF1 (1879)', 'NEUROD1 (4760)', 'GALNT11 (63917)', 'IQCF6 (440956)', 'NUDT19 (390916)', 'ZNF316 (100131017)', 'HIVEP3 (59269)', 'SCARB2 (950)', 'SHFL (55337)', 'SLC26A8 (116369)', 'CLDN25 (644672)', 'PCGF1 (84759)', 'BMP4 (652)', 'ARHGEF26 (26084)', 'SH2B3 (10019)', 'SYTL1 (84958)', 'CHAT (1103)', 'MLYCD (23417)', 'FAM171B (165215)', 'MAN1A2 (10905)', 'KCNC4 (3749)', 'GUCA2B (2981)', 'SCML2 (10389)', 'PAFAH1B2 (5049)', 'AMER3 (205147)', 'CDK17 (5128)', 'SBDS (51119)', 'DDX19B (11269)', 'ACVRL1 (94)', 'XKR6 (286046)', 'C9orf152 (401546)', 'SEL1L2 (80343)', 'DHODH (1723)', 'SEC23A (10484)', 'AURKC (6795)', 'ADRB3 (155)', 'TMEM67 (91147)', 'PSORS1C1 (170679)', 'FPGS (2356)', 'GCNT2 (2651)', 'MTF2 (22823)', 'SNRPB2 (6629)', 'IL6R (3570)', 'YY2 (404281)', 'ZBTB25 (7597)', 'DIDO1 (11083)', 'PTPN5 (84867)', 'POLA1 (5422)', 'HTR1B (3351)', 'CPA6 (57094)', 'URB2 (9816)', 'ERMARD (55780)', 'CAAP1 (79886)', 'DTNA (1837)', 'NODAL (4838)', 'TRIM9 (114088)', 'PDCD2L (84306)', 'LUZP4 (51213)', 'IL1R2 (7850)', 'MMP9 (4318)', 'UBE2T (29089)', 'SAG (6295)', 'PPFIA4 (8497)', 'CDC42BPB (9578)', 'ZNF433 (163059)', 'ANKRD26 (22852)', 'CCNH (902)', 'AIMP2 (7965)', 'CNN1 (1264)', 'TMEM140 (55281)', 'PARP14 (54625)', 'ZNF177 (7730)', 'ADAMTSL5 (339366)', 'PRKAR2B (5577)', 'CBARP (255057)', 'GREB1L (80000)', 'UBTD1 (80019)', 'LAMA1 (284217)', 'PDHB (5162)', 'MYO1C (4641)', 'CYP19A1 (1588)', 'TMEM181 (57583)', 'TIMP1 (7076)', 'ZGLP1 (100125288)', 'PYROXD1 (79912)', 'NR6A1 (2649)', 'RNF214 (257160)', 'MIEF2 (125170)', 'CDC42 (998)', 'FAIM2 (23017)', 'OR10G9 (219870)', 'FBXL3 (26224)', 'MINAR2 (100127206)', 'COL11A2 (1302)', 'C19orf57 (79173)', 'GTF2H1 (2965)', 'GABBR2 (9568)', 'ULBP1 (80329)', 'ALDH7A1 (501)', 'FUT3 (2525)', 'FLT4 (2324)', 'CYP11A1 (1583)', 'CLDN22 (53842)', 'QKI (9444)', 'TRAK1 (22906)', 'DTNB (1838)', 'CDKN2D (1032)', 'ERI2 (112479)', 'CD33 (945)', 'NFASC (23114)', 'LDB3 (11155)', 'GAGE12E (729431)', 'SMYD5 (10322)', 'LARGE1 (9215)', 'GALT (2592)', 'COCH (1690)', 'LRCH1 (23143)', 'PTGFRN (5738)', 'SLC6A13 (6540)', 'TSLP (85480)', 'MYSM1 (114803)', 'KLHL33 (123103)', 'OR13D1 (286365)', 'ART1 (417)', 'H4-16 (121504)', 'TIMM23B (100652748)', 'ZNF229 (7772)', 'PTPN22 (26191)', 'COLEC12 (81035)', 'B4GALNT2 (124872)', 'GTF2H2C (728340)', 'SOCS1 (8651)', 'SMARCA5 (8467)', 'CCDC80 (151887)', 'MESP2 (145873)', 'CDK12 (51755)', 'SLC25A17 (10478)', 'DKK3 (27122)', 'AOC2 (314)', 'XPO4 (64328)', 'SLC20A1 (6574)', 'RGN (9104)', 'SGSH (6448)', 'BAHCC1 (57597)', 'NAE1 (8883)', 'AUNIP (79000)', 'FAM162B (221303)', 'NEFL (4747)', 'OR56B1 (387748)', 'SPEF2 (79925)', 'GP5 (2814)', 'ITGA2 (3673)', 'VPS33A (65082)', 'IFT46 (56912)', 'CXXC4 (80319)', 'SOAT1 (6646)', 'GDF9 (2661)', 'SREBF1 (6720)', 'AKAP11 (11215)', 'GCSAM (257144)', 'ANKRD60 (140731)', 'WDR74 (54663)', 'VWA3B (200403)', 'KRTAP27-1 (643812)', 'RAPGEF4 (11069)', 'TAP2 (6891)', 'FZR1 (51343)', 'ASPDH (554235)', 'DLGAP4 (22839)', 'ZNF589 (51385)', 'RUNDC3A (10900)', 'C21orf91 (54149)', 'TXLNB (167838)', 'REST (5978)', 'BTBD17 (388419)', 'TMEM229B (161145)', 'FAT4 (79633)', 'TAPT1 (202018)', 'STOML1 (9399)', 'ITM2B (9445)', 'VSIG10L2 (338667)', 'SMARCD1 (6602)', 'ARAP3 (64411)', 'SV2B (9899)', 'FES (2242)', 'ABRA (137735)', 'EFCAB6 (64800)', 'MAPK13 (5603)', 'CCPG1 (9236)', 'KLHL23 (151230)', 'BICRA (29998)', 'NANOGP8 (388112)', 'TNFRSF17 (608)', 'PLD2 (5338)', 'PSG3 (5671)', 'SLC7A4 (6545)', 'NXPE2 (120406)', 'IER2 (9592)', 'SPI1 (6688)', 'MYOC (4653)', 'RLIM (51132)', 'MYEF2 (50804)', 'MTRF1 (9617)', 'GCSH (2653)', 'CD2 (914)', 'SPACA9 (11092)', 'MMP26 (56547)', 'SMCO3 (440087)', 'DTL (51514)', 'PAQR5 (54852)', 'SPDYE2B (100310812)', 'ZNF721 (170960)', 'MYBPC2 (4606)', 'SEC22A (26984)', 'LMO2 (4005)', 'NUPR2 (389493)', 'GRP (2922)', 'BRD2 (6046)', 'KAT5 (10524)', 'CACNB1 (782)', 'FHDC1 (85462)', 'CCDC85B (11007)', 'UBE2C (11065)', 'SLC43A1 (8501)', 'ZNF480 (147657)', 'SCNN1A (6337)', 'CIB2 (10518)', 'OGT (8473)', 'EPC1 (80314)', 'ZNF644 (84146)', 'AKIRIN2 (55122)', 'PAX2 (5076)', 'QTRT2 (79691)', 'FBRSL1 (57666)', 'GGT2 (728441)', 'CTSA (5476)', 'SNX32 (254122)', 'CHAMP1 (283489)', 'IFIT1B (439996)', 'COPZ1 (22818)', 'TREM1 (54210)', 'ATPAF1 (64756)', 'HEATR9 (256957)', 'TCAF1 (9747)', 'TRAPPC1 (58485)', 'NEU1 (4758)', 'RIMS3 (9783)', 'TMEM117 (84216)', 'FAM71F1 (84691)', 'SRP68 (6730)', 'ADGRG4 (139378)', 'RIF1 (55183)', 'BMERB1 (89927)', 'LARP4B (23185)', 'KHK (3795)', 'COL25A1 (84570)', 'PTH (5741)', 'SEC61B (10952)', 'RHOXF2 (84528)', 'NFKB2 (4791)', 'EPS8L3 (79574)', 'ABCD3 (5825)', 'LYPD6 (130574)', 'CETN1 (1068)', 'MOGAT2 (80168)', 'ACE (1636)', 'KRTAP16-1 (100505753)', 'CNKSR1 (10256)', 'ARL15 (54622)', 'BTBD16 (118663)', 'NDUFA3 (4696)', 'TXNDC8 (255220)', 'MSTN (2660)', 'MTMR10 (54893)', 'NIBAN2 (64855)', 'HEXB (3074)', 'HS3ST4 (9951)', 'CELA2B (51032)', 'DHX58 (79132)', 'WDR81 (124997)', 'SYCP2 (10388)', 'ZIK1 (284307)', 'BFSP1 (631)', 'GPALPP1 (55425)', 'SLC5A3 (6526)', 'HPS3 (84343)', 'HPS6 (79803)', 'THADA (63892)', 'UNC119 (9094)', 'BCL7B (9275)', 'METTL11B (149281)', 'HHEX (3087)', 'TENT5A (55603)', 'NGEF (25791)', 'GALR2 (8811)', 'ZNF557 (79230)', 'NDUFA1 (4694)', 'COL18A1 (80781)', 'UACA (55075)', 'ZNF264 (9422)', 'MTMR8 (55613)', 'RASL11B (65997)', 'ALPL (249)', 'ADGRE2 (30817)', 'FGF7 (2252)', 'RCHY1 (25898)', 'PID1 (55022)', 'GAGE12G (2576)', 'SNX25 (83891)', 'FCHO2 (115548)', 'DTX3L (151636)', 'C5orf38 (153571)', 'LRRC9 (341883)', 'TMEM65 (157378)', 'MIDEAS (91748)', 'GJB2 (2706)', 'SPANXD (64648)', 'RINT1 (60561)', 'AHNAK (79026)', 'SH3GL3 (6457)', 'MYH14 (79784)', 'DCHS2 (54798)', 'RAET1G (353091)', 'CRYBA1 (1411)', 'RNH1 (6050)', 'CSDC2 (27254)', 'MUC1 (4582)', 'CDC37 (11140)', 'NOVA1 (4857)', 'MEAF6 (64769)', 'CDK2AP2 (10263)', 'MFAP4 (4239)', 'GSTT2B (653689)', 'ZNF175 (7728)', 'FKBP8 (23770)', 'LMAN1L (79748)', 'LGALS3 (3958)', 'CHD6 (84181)', 'TMSB15B (286527)', 'WFDC8 (90199)', 'IGSF8 (93185)', 'TFEB (7942)', 'TNK2 (10188)', 'HDAC6 (10013)', 'MRTFB (57496)', 'TMEM269 (100129924)', 'OPCML (4978)', 'CRTAM (56253)', 'UPK3B (105375355)', 'WIPF2 (147179)', 'MPLKIP (136647)', 'SETDB2 (83852)', 'ABCA12 (26154)', 'PHLDA1 (22822)', 'LAS1L (81887)', 'SLC17A3 (10786)', 'DNAJC14 (85406)', 'PDE7A (5150)', 'SIDT1 (54847)', 'AXDND1 (126859)', 'REG1A (5967)', 'NPFF (8620)', 'ACSL6 (23305)', 'DR1 (1810)', 'IQSEC1 (9922)', 'RPL28 (6158)', 'CCDC188 (388849)', 'DPY19L2 (283417)', 'FAM189B (10712)', 'LINC02210-CRHR1 (1394)', 'UNC13B (10497)', 'POU5F2 (134187)', 'RNF32 (140545)', 'MARK4 (57787)', 'RSPH10B (222967)', 'GPX2 (2877)', 'ACSL4 (2182)', 'SH3GL1 (6455)', 'RCAN2 (10231)', 'LAMB4 (22798)', 'AVPR2 (554)', 'FMNL3 (91010)', 'RNF212 (285498)', 'TYROBP (7305)', 'GXYLT1 (283464)', 'STYXL2 (92235)', 'ZGPAT (84619)', 'SAPCD1 (401251)', 'NKAPD1 (55216)', 'MMD (23531)', 'SERBP1 (26135)', 'PNPLA7 (375775)', 'EIF3G (8666)', 'PLCXD2 (257068)', 'CD69 (969)', 'PHOSPHO2 (493911)', 'KIT (3815)', 'GPR150 (285601)', 'ESPN (83715)', 'MYO5A (4644)', 'KRTAP5-1 (387264)', 'GPR35 (2859)', 'PGD (5226)', 'CLEC4G (339390)', 'IFNA13 (3447)', 'BCAT2 (587)', 'ANKRD46 (157567)', 'PRDM16 (63976)', 'TSEN54 (283989)', 'C15orf61 (145853)', 'RFC1 (5981)', 'LY86 (9450)', 'IRF9 (10379)', 'ATAD1 (84896)', 'MYOM2 (9172)', 'TEX264 (51368)', 'ADH1B (125)', 'GABRA3 (2556)', 'POTED (317754)', 'CISD1 (55847)', 'C20orf204 (284739)', 'PHGDH (26227)', 'SCN1B (6324)', 'INKA1 (389119)', 'PET117 (100303755)', 'UGT1A1 (54658)', 'ATP6V1A (523)', 'SSB (6741)', 'ERN2 (10595)', 'NSMCE1 (197370)', 'PDLIM7 (9260)', 'WBP1 (23559)', 'SMARCD2 (6603)', 'CCDC196 (440184)', 'DCAF1 (9730)', 'GAS2L3 (283431)', 'SPINK4 (27290)', 'LNX1 (84708)', 'PON3 (5446)', 'OR8H2 (390151)', 'RDM1 (201299)', 'GTPBP6 (8225)', 'ACYP2 (98)', 'ATP5F1A (498)', 'NELFB (25920)', 'SMLR1 (100507203)', 'LTB (4050)', 'LRFN2 (57497)', 'SPINK7 (84651)', 'PKP4 (8502)', 'CACNA1C (775)', 'ITGAM (3684)', 'RIBC2 (26150)', 'ATF7 (11016)', 'ZFP14 (57677)', 'TP53BP2 (7159)', 'GATA4 (2626)', 'DNAI2 (64446)', 'ZNF783 (100289678)', 'TMEM179B (374395)', 'SOX5 (6660)', 'LPA (4018)', 'UBAP1L (390595)', 'SLC44A2 (57153)', 'BICDL2 (146439)', 'H3C1 (8350)', 'MSH5 (4439)', 'PSRC1 (84722)', 'TPM3 (7170)', 'SELENOH (280636)', 'PLEKHA4 (57664)', 'ZFR2 (23217)', 'NCS1 (23413)', 'SALL3 (27164)', 'CSNK1G1 (53944)', 'CBFB (865)', 'OR6S1 (341799)', 'CCDC113 (29070)', 'MCTS1 (28985)', 'HECW2 (57520)', 'PPID (5481)', 'P2RY10 (27334)', 'ASGR2 (433)', 'HYOU1 (10525)', 'OR52E6 (390078)', 'BARHL2 (343472)', 'PHLPP2 (23035)', 'PAAF1 (80227)', 'ZNF808 (388558)', 'NIPA1 (123606)', 'GAL3ST4 (79690)', 'ARHGAP36 (158763)', 'ZKSCAN4 (387032)', 'UBR5 (51366)', 'MRPS15 (64960)', 'NUDT12 (83594)', 'GDF15 (9518)', 'ERVV-2 (100271846)', 'CREB3L3 (84699)', 'TTC19 (54902)', 'BARX2 (8538)', 'C1orf198 (84886)', 'PYROXD2 (84795)', 'CAMK2N2 (94032)', 'PPIL3 (53938)', 'NGF (4803)', 'ACHE (43)', 'PCDHB8 (56128)', 'SART3 (9733)', 'ALLC (55821)', 'MIER1 (57708)', 'NFKBIA (4792)', 'GPR21 (2844)', 'SKOR1 (390598)', 'GLRA2 (2742)', 'EIF2B1 (1967)', 'LYPLAL1 (127018)', 'CCDC175 (729665)', 'RPRD2 (23248)', 'OR5T3 (390154)', 'PHACTR2 (9749)', 'SPRYD7 (57213)', 'CNTNAP3 (79937)', 'MXRA5 (25878)', 'MCEMP1 (199675)', 'ZNF652 (22834)', 'NCR2 (9436)', 'CARM1 (10498)', 'ADCY4 (196883)', 'DISP1 (84976)', 'CCDC82 (79780)', 'MUTYH (4595)', 'ZNF366 (167465)', 'FREM1 (158326)', 'TCTEX1D2 (255758)', 'OR5L1 (219437)', 'HSPB7 (27129)', 'FTHL17 (53940)', 'EMC3 (55831)', 'YIPF4 (84272)', 'CRIP2 (1397)', 'SLC44A1 (23446)', 'APOD (347)', 'BIN2 (51411)', 'TRPM8 (79054)', 'NGLY1 (55768)', 'EPN1 (29924)', 'EXOSC6 (118460)', 'PRM3 (58531)', 'JUP (3728)', 'SLC13A2 (9058)', 'UBE3A (7337)', 'TMEM135 (65084)', 'ZNF562 (54811)', 'RSF1 (51773)', 'MGAM2 (93432)', 'ZBTB32 (27033)', 'PSMD5 (5711)', 'PFN3 (345456)', 'PTPA (5524)', 'PPT1 (5538)', 'ZRANB2 (9406)', 'TRIM14 (9830)', 'TBC1D15 (64786)', 'UNCX (340260)', 'SLC38A5 (92745)', 'TRDMT1 (1787)', 'KIDINS220 (57498)', 'PHF6 (84295)', 'YRDC (79693)', 'TNFRSF25 (8718)', 'FOXL3 (116033993)', 'DEFB1 (1672)', 'SNRPC (6631)', 'LLPH (84298)', 'CTSK (1513)', 'HILPDA (29923)', 'ACAD8 (27034)', 'DKK2 (27123)', 'OR10H5 (284433)', 'TMEM89 (440955)', 'ZDHHC19 (131540)', 'AP2A2 (161)', 'MKRN2 (23609)', 'POU2F3 (25833)', 'HLA-B (3106)', 'PSMD13 (5719)', 'ZXDB (158586)', 'ITGA10 (8515)', 'TP73 (7161)', 'GRM7 (2917)', 'PRPS2 (5634)', 'SPATS1 (221409)', 'CCL2 (6347)', 'ADAMTS14 (140766)', 'PITPNM2 (57605)', 'C3orf18 (51161)', 'PLOD2 (5352)', 'SPARC (6678)', 'RASSF9 (9182)', 'ATP2B2 (491)', 'TOB1 (10140)', 'KCNK1 (3775)', 'ELFN2 (114794)', 'INSR (3643)', 'COMMD9 (29099)', 'CCN5 (8839)', 'FEM1A (55527)', 'TOR1AIP2 (163590)', 'OR10Z1 (128368)', 'ZNF292 (23036)', 'OTUD6A (139562)', 'SRXN1 (140809)', 'CDC73 (79577)', 'LAMTOR4 (389541)', 'ATOX1 (475)', 'FAM118B (79607)', 'PFKM (5213)', 'TRMT10B (158234)', 'MYOM3 (127294)', 'GNPDA2 (132789)', 'RNF39 (80352)', 'SAGE1 (55511)', 'GPR55 (9290)', 'ESRP2 (80004)', 'SPRY4 (81848)', 'LOXL2 (4017)', 'SORCS3 (22986)', 'KLRB1 (3820)', 'NUDT7 (283927)', 'TMEM201 (199953)', 'HNRNPCL4 (101060301)', 'DYNLRB2 (83657)', 'TSSK4 (283629)', 'PANK2 (80025)', 'WDR5 (11091)', 'MALRD1 (340895)', 'TSPY1 (7258)', 'TMEM70 (54968)', 'U2AF2 (11338)', 'CDKN2AIPNL (91368)', 'MGAT2 (4247)', 'OR1S1 (219959)', 'OSTF1 (26578)', 'UNC119B (84747)', 'SMAGP (57228)', 'OSGIN1 (29948)', 'XPNPEP2 (7512)', 'SLC17A5 (26503)', 'KDSR (2531)', 'SLC14A1 (6563)', 'SELENOI (85465)', 'LEKR1 (389170)', 'MAP3K14 (9020)', 'CRTC2 (200186)', 'DEFB4B (100289462)', 'TSSK2 (23617)', 'DAPK3 (1613)', 'KCNK17 (89822)', 'ARHGEF10 (9639)', 'C9orf43 (257169)', 'SEL1L (6400)', 'CCDC24 (149473)', 'ZNF74 (7625)', 'EEF1AKMT3 (25895)', 'HIPK3 (10114)', 'SYVN1 (84447)', 'C8orf89 (100130301)', 'CAPN9 (10753)', 'AOC1 (26)', 'LLCFC1 (135927)', 'TRPM7 (54822)', 'ZNF93 (81931)', 'MAGED4B (81557)', 'SH3GL2 (6456)', 'SFMBT1 (51460)', 'CENPS (378708)', 'CCT4 (10575)', 'ORM1 (5004)', 'MYO1D (4642)', 'GPX7 (2882)', 'MRS2 (57380)', 'GALNT18 (374378)', 'RHOT2 (89941)', 'SRGAP3 (9901)', 'SECISBP2L (9728)', 'LLGL2 (3993)', 'PIFO (128344)', 'P4HB (5034)', 'MUS81 (80198)', 'CPXM1 (56265)', 'HMOX2 (3163)', 'RUNDC3B (154661)', 'ZNF331 (55422)', 'CACNA2D3 (55799)', 'NEK5 (341676)', 'SNX5 (27131)', 'EGFL6 (25975)', 'HAAO (23498)', 'NFAM1 (150372)', 'MTHFD1L (25902)', 'DLEC1 (9940)', 'NOP16 (51491)', 'FAM111A (63901)', 'KLC2 (64837)', 'HLA-DPA1 (3113)', 'NCOA2 (10499)', 'SEPTIN11 (55752)', 'VAX2 (25806)', 'NDUFA13 (51079)', 'SLC13A5 (284111)', 'FAM72C (554282)', 'GDF11 (10220)', 'PYDC2 (152138)', 'KRTAP10-5 (386680)', 'NXPH2 (11249)', 'FAF1 (11124)', 'MAST1 (22983)', 'TLR8 (51311)', 'ARMH2 (101928603)', 'GNG14 (105372280)', 'CRIM1 (51232)', 'MAP1LC3B2 (643246)', 'RAD54L2 (23132)', 'RAB1A (5861)', 'PTPN6 (5777)', 'MAGOH (4116)', 'GET3 (439)', 'SGK2 (10110)', 'HCRTR1 (3061)', 'RMND5A (64795)', 'PCBP4 (57060)', 'HEBP1 (50865)', 'RPAIN (84268)', 'SDHB (6390)', 'HEATR6 (63897)', 'UQCC3 (790955)', 'SEC14L5 (9717)', 'TFIP11 (24144)', 'CKAP2 (26586)', 'RAD9A (5883)', 'HSBP1L1 (440498)', 'ZMYM1 (79830)', 'FZD9 (8326)', 'CRIP3 (401262)', 'TMEM92 (162461)', 'DAB2IP (153090)', 'PENK (5179)', 'SLC22A12 (116085)', 'ARHGAP15 (55843)', 'AGT (183)', 'RABGGTB (5876)', 'USPL1 (10208)', 'HELQ (113510)', 'MAS1L (116511)', 'GNL3 (26354)', 'TNIK (23043)', 'CYGB (114757)', 'MPEG1 (219972)', 'CABLES1 (91768)', 'NPRL2 (10641)', 'DYM (54808)', 'SEC23IP (11196)', 'PLPP5 (84513)', 'TRIM35 (23087)', 'PYDC1 (260434)', 'MAML1 (9794)', 'JAK2 (3717)', 'SRP72 (6731)', 'SAMD12 (401474)', 'CLEC19A (728276)', 'NTN1 (9423)', 'RMDN2 (151393)', 'CCR5 (1234)', 'TIA1 (7072)', 'ELN (2006)', 'CASS4 (57091)', 'MTO1 (25821)', 'OR2T29 (343563)', 'PSAT1 (29968)', 'HSD3B1 (3283)', 'OGDH (4967)', 'CDK9 (1025)', 'GLB1 (2720)', 'ZNF534 (147658)', 'WNT2B (7482)', 'OR51G1 (79324)', 'JARID2 (3720)', 'FGF5 (2250)', 'C18orf54 (162681)', 'CXADR (1525)', 'ZNF784 (147808)', 'FANCA (2175)', 'ADIRF (10974)', 'B4GALT2 (8704)', 'ERP29 (10961)', 'RYK (6259)', 'SAE1 (10055)', 'ASB9 (140462)', 'LDB2 (9079)', 'SDC2 (6383)', 'MCMDC2 (157777)', 'ZFP36L1 (677)', 'ATP8B4 (79895)', 'OPRM1 (4988)', 'CHIT1 (1118)', 'PSMD6 (9861)', 'ANAPC2 (29882)', 'RBM38 (55544)', 'FITM2 (128486)', 'CCNYL1 (151195)', 'GOLGA8O (728047)', 'CXCR6 (10663)', 'TNFRSF10C (8794)', 'AXIN2 (8313)', 'DMTN (2039)', 'FAT3 (120114)', 'CLP1 (10978)', 'TM9SF4 (9777)', 'ZNF205 (7755)', 'BRI3BP (140707)', 'CLDN23 (137075)', 'TMEM14A (28978)', 'HK1 (3098)', 'CDC123 (8872)', 'TRIM28 (10155)', 'DGCR6 (8214)', 'SERINC5 (256987)', 'USP9X (8239)', 'CRTC3 (64784)', 'ENSA (2029)', 'CCKAR (886)', 'SLF2 (55719)', 'PLAAT2 (54979)', 'CCT5 (22948)', 'KRT6B (3854)', 'TFPT (29844)', 'ZNF304 (57343)', 'MYEOV (26579)', 'NLRP5 (126206)', 'GPAA1 (8733)', 'MCM7 (4176)', 'C8orf34 (116328)', 'LYNX1 (66004)', 'H3-3B (3021)', 'IZUMO1R (390243)', 'GCN1 (10985)', 'PFKL (5211)', 'RTP4 (64108)', 'PITPNC1 (26207)', 'TXNRD3 (114112)', 'IRGC (56269)', 'DNAJC24 (120526)', 'CYBRD1 (79901)', 'ACO2 (50)', 'FAM184A (79632)', 'AQP3 (360)', 'ALDH3A2 (224)', 'CDH2 (1000)', 'FBN2 (2201)', 'FAM170B (170370)', 'ATL3 (25923)', 'TP53TG3B (729355)', 'SBK2 (646643)', 'ACAN (176)', 'TDG (6996)', 'PRSS3 (5646)', 'JUND (3727)', 'SCARA3 (51435)', 'GPRASP2 (114928)', 'DDX53 (168400)', 'ZNF358 (140467)', 'TAF2 (6873)', 'INSL4 (3641)', 'JAML (120425)', 'ACTN4 (81)', 'BACE2 (25825)', 'OVCH1 (341350)', 'PLD6 (201164)', 'SLC5A9 (200010)', 'NUMB (8650)', 'CBR3 (874)', 'ZFAND6 (54469)', 'ZNF16 (7564)', 'EIF4A2 (1974)', 'TMEM192 (201931)', 'RIMS1 (22999)', 'E2F2 (1870)', 'OBP2A (29991)', 'NTS (4922)', 'DLGAP2 (9228)', 'SCRG1 (11341)', 'GPRIN1 (114787)', 'PMEPA1 (56937)', 'ASCL1 (429)', 'CAMK2A (815)', 'DAD1 (1603)', 'IL31 (386653)', 'ATRX (546)', 'TANK (10010)', 'ODR4 (54953)', 'PRM1 (5619)', 'RAB8B (51762)', 'CWF19L1 (55280)', 'KDM5D (8284)', 'TRPM6 (140803)', 'SNX21 (90203)', 'KIZ (55857)', 'EVI5L (115704)', 'HSPB8 (26353)', 'ELSPBP1 (64100)', 'DLL4 (54567)', 'PALM3 (342979)', 'PIAS1 (8554)', 'RBM47 (54502)', 'RPF1 (80135)', 'SFT2D3 (84826)', 'LCE6A (448835)', 'GABRR3 (200959)', 'PSMA2 (5683)', 'MOB3C (148932)', 'TPM1 (7168)', 'NOL4 (8715)', 'RHCG (51458)', 'ABCA10 (10349)', 'TEX55 (152405)', 'MRPL42 (28977)', 'PTCHD4 (442213)', 'ARHGAP45 (23526)', 'GOLGA7B (401647)', 'TNMD (64102)', 'METTL8 (79828)', 'MT2A (4502)', 'LY96 (23643)', 'RABL6 (55684)', 'RBM44 (375316)', 'SPIN2A (54466)', 'SRC (6714)', 'TBC1D26 (353149)', 'TNFRSF9 (3604)', 'TUT1 (64852)', 'AP3S1 (1176)', 'FAM47A (158724)', 'ZNF470 (388566)', 'ENO1 (2023)', 'EARS2 (124454)', 'ACOT7 (11332)', 'DMP1 (1758)', 'LUC7L3 (51747)', 'MFNG (4242)', 'CSN2 (1447)', 'POLR2K (5440)', 'NCEH1 (57552)', 'CHCHD3 (54927)', 'SLC44A5 (204962)', 'ZSCAN9 (7746)', 'TSPAN32 (10077)', 'IAH1 (285148)', 'LMNTD2 (256329)', 'NTRK3 (4916)', 'BCL2L14 (79370)', 'RPL27A (6157)', 'PGLYRP3 (114771)', 'POLR2E (5434)', 'DNASE1L2 (1775)', 'PRR30 (339779)', 'SLC22A25 (387601)', 'SDK2 (54549)', 'MTCH1 (23787)', 'PPP1R3A (5506)', 'SH2B1 (25970)', 'STARD10 (10809)', 'SLC12A5 (57468)', 'KLF18 (105378952)', 'A4GALT (53947)', 'NKAIN4 (128414)', 'LRATD1 (151354)', 'MAZ (4150)', 'CD27 (939)', 'CTTNBP2NL (55917)', 'PJVK (494513)', 'PIP5KL1 (138429)', 'TIAF1 (9220)', 'SCNN1D (6339)', 'TRMU (55687)', 'CCDC81 (60494)', 'BNIP3L (665)', 'CLNS1A (1207)', 'ETNK2 (55224)', 'RIPK1 (8737)', 'FYN (2534)', 'IP6K3 (117283)', 'DRG2 (1819)', 'ABCA7 (10347)', 'TUFT1 (7286)', 'ZKSCAN2 (342357)', 'BSND (7809)', 'CENPN (55839)', 'DNAJC17 (55192)', 'GMPS (8833)', 'PLAC9 (219348)', 'DYSF (8291)', 'CARS1 (833)', 'LBX1 (10660)', 'RHOC (389)', 'SEM1 (7979)', 'CDH12 (1010)', 'ASXL1 (171023)', 'AC007906.2 (105371267)', 'AKR1B10 (57016)', 'IFNE (338376)', 'SLC25A32 (81034)', 'NEK11 (79858)', 'SBNO1 (55206)', 'TMEM217 (221468)', 'DZIP1 (22873)', 'C12orf42 (374470)', 'RNASE10 (338879)', 'ACOT4 (122970)', 'ZCCHC14 (23174)', 'MROH1 (727957)', 'VPS33B (26276)', 'GPANK1 (7918)', 'SCYL2 (55681)', 'TIMMDC1 (51300)', 'LANCL1 (10314)', 'LRP10 (26020)', 'SIK3 (23387)', 'SCYL3 (57147)', 'CCDC170 (80129)', 'RBM46 (166863)', 'TOR1B (27348)', 'DLX6 (1750)', 'FAM98C (147965)', 'HTR1E (3354)', 'SEPTIN5 (5413)', 'RCOR1 (23186)', 'KCNV2 (169522)', 'MRPS5 (64969)', 'H2BC6 (8344)', 'ELF4 (2000)', 'PPEF1 (5475)', 'FAM151B (167555)', 'CABP5 (56344)', 'TMEM123 (114908)', 'UTS2B (257313)', 'CLDN4 (1364)', 'IL36B (27177)', 'MTMR2 (8898)', 'EPSTI1 (94240)', 'PLEKHG4 (25894)', 'SNX14 (57231)', 'EML1 (2009)', 'ZNF23 (7571)', 'KRT72 (140807)', 'KLHDC7A (127707)', 'CCDC154 (645811)', 'TRMT61B (55006)', 'PITPNM3 (83394)', 'POLRMT (5442)', 'R3HCC1 (203069)', 'ZNF555 (148254)', 'IFNAR1 (3454)', 'OIP5 (11339)', 'H2BC5 (3017)', 'H1-5 (3009)', 'FRZB (2487)', 'ATP6V1B1 (525)', 'SLC43A3 (29015)', 'COBL (23242)', 'SLC19A1 (6573)', 'CLPX (10845)', 'HIVEP1 (3096)', 'CUBN (8029)', 'SOX10 (6663)', 'HHLA2 (11148)', 'TNFSF14 (8740)', 'TTC7B (145567)', 'POM121 (9883)', 'AGAP3 (116988)', 'ANKRD34B (340120)', 'BUD13 (84811)', 'CEP126 (57562)', 'ELL2 (22936)', 'ENOX2 (10495)', 'HSD17B11 (51170)', 'CCDC32 (90416)', 'SHCBP1L (81626)', 'OPRPN (58503)', 'PLEKHF1 (79156)', 'FABP2 (2169)', 'PLTP (5360)', 'EN2 (2020)', 'ESYT2 (57488)', 'IRAK2 (3656)', 'CYP2U1 (113612)', 'ARMC12 (221481)', 'B3GNT2 (10678)', 'FBXW10 (10517)', 'SDF4 (51150)', 'BOC (91653)', 'KRT6A (3853)', 'FAM50A (9130)', 'CLIP4 (79745)', 'RFX7 (64864)', 'AP3D1 (8943)', 'MT-CO2 (4513)', 'PSD (5662)', 'PIEZO1 (9780)', 'ALAS1 (211)', 'XAF1 (54739)', 'DBX1 (120237)', 'PCTP (58488)', 'ATP5MPL (9556)', 'CEP97 (79598)', 'TACSTD2 (4070)', 'B3GNTL1 (146712)', 'PHF7 (51533)', 'KISS1R (84634)', 'PTPRF (5792)', 'SFT2D1 (113402)', 'TIMM21 (29090)', 'ACP4 (93650)', 'ORC5 (5001)', 'FAM236D (105373251)', 'LIN28B (389421)', 'PEX6 (5190)', 'CCDC15 (80071)', 'TTC5 (91875)', 'MCCD1 (401250)', 'NOTCH2 (4853)', 'VWA2 (340706)', 'ERFL (390937)', 'SPATA18 (132671)', 'RPS7 (6201)', 'ZNF709 (163051)', 'TCEANC (170082)', 'UQCRC1 (7384)', 'DOCK3 (1795)', 'FAM131B (9715)', 'EXOSC1 (51013)', 'FAM169A (26049)', 'ERH (2079)', 'MAMDC2 (256691)', 'GDF5 (8200)', 'NCK1 (4690)', 'TROAP (10024)', 'ETFRF1 (144363)', 'TMEM41B (440026)', 'DCUN1D5 (84259)', 'PCGF6 (84108)', 'UFSP1 (402682)', 'TMEM98 (26022)', 'CAPN7 (23473)', 'PPL (5493)', 'PSME3 (10197)', 'GREB1 (9687)', 'DCAF7 (10238)', 'VPS39 (23339)', 'BDKRB2 (624)', 'INTS10 (55174)', 'PSPN (5623)', 'SPAG16 (79582)', 'GSTO1 (9446)', 'ZBTB43 (23099)', 'KCNJ1 (3758)', 'KIF25 (3834)', 'IL10 (3586)', 'PERP (64065)', 'FKBP6 (8468)', 'CCDC125 (202243)', 'DHDDS (79947)', 'ATP6V1G3 (127124)', 'ATP1B1 (481)', 'MED9 (55090)', 'SLC25A44 (9673)', 'PLEKHA5 (54477)', 'MAGEB1 (4112)', 'SLC6A7 (6534)', 'FBXO46 (23403)', 'PLA2G6 (8398)', 'FGR (2268)', 'IL17RB (55540)', 'ST6GALNAC4 (27090)', 'CHD2 (1106)', 'MAGI2 (9863)', 'OR2C3 (81472)', 'FCGR2A (2212)', 'RAB33B (83452)', 'SUGP2 (10147)', 'LCE3E (353145)', 'DLGAP5 (9787)', 'TCEAL6 (158931)', 'CEP95 (90799)', 'SWSAP1 (126074)', 'CATSPERD (257062)', 'DDX41 (51428)', 'P3H4 (10609)', 'CPB1 (1360)', 'TEX49 (255411)', 'TAF1C (9013)', 'GK2 (2712)', 'ERAL1 (26284)', 'SIRT5 (23408)', 'POMZP3 (22932)', 'DLG4 (1742)', 'PRPF4 (9128)', 'EIF3F (8665)', 'FUT7 (2529)', 'DENND6A (201627)', 'RITA1 (84934)', 'MAGEE2 (139599)', 'SLC22A5 (6584)', 'SCRT1 (83482)', 'NPAT (4863)', 'SPTBN2 (6712)', 'SEC63 (11231)', 'XPOT (11260)', 'UBQLN4 (56893)', 'PGF (5228)', 'CKLF-CMTM1 (100529251)', 'DNLZ (728489)', 'HAND1 (9421)', 'VN1R4 (317703)', 'OR4K17 (390436)', 'KDM5A (5927)', 'CPVL (54504)', 'DCST2 (127579)', 'ELOVL7 (79993)', 'PEX12 (5193)', 'SNRPD1 (6632)', 'CNEP1R1 (255919)', 'GAGE12J (729396)', 'SLC30A2 (7780)', 'KRTAP5-2 (440021)', 'COMMD8 (54951)', 'ZFYVE19 (84936)', 'MYOD1 (4654)', 'ADCY5 (111)', 'EIF2B2 (8892)', 'DDX56 (54606)', 'PRDM14 (63978)', 'TMOD4 (29765)', 'OR5H6 (79295)', 'LIN54 (132660)', 'SUPT4H1 (6827)', 'LANCL3 (347404)', 'CENPVL3 (347549)', 'COL5A2 (1290)', 'IL36RN (26525)', 'ZNF83 (55769)', 'ARFGEF2 (10564)', 'IFT22 (64792)', 'DMGDH (29958)', 'SERP2 (387923)', 'SERPINB9 (5272)', 'NOP53 (29997)', 'CISD2 (493856)', 'SURF6 (6838)', 'PAGE3 (139793)', 'NEK10 (152110)', 'DENND2A (27147)', 'SMG8 (55181)', 'ZNF302 (55900)', 'SOS2 (6655)', 'CCDC73 (493860)', 'MAGIX (79917)', 'CCNI2 (645121)', 'ADM5 (199800)', 'ZBP1 (81030)', 'GNAQ (2776)', 'ARHGEF19 (128272)', 'B4GALT7 (11285)', 'PSMA6 (5687)', 'ERICH6 (131831)', 'ANKS3 (124401)', 'TIFAB (497189)', 'AK3 (50808)', 'KRT71 (112802)', 'PTTG2 (10744)', 'BTF3 (689)', 'RASSF8 (11228)', 'LOX (4015)', 'CDX2 (1045)', 'ABHD13 (84945)', 'DCLRE1C (64421)', 'HSBP1 (3281)', 'DLK1 (8788)', 'ITGB8 (3696)', 'SIDT2 (51092)', 'GALNT12 (79695)', 'PHPT1 (29085)', 'CERT1 (10087)', 'POLR3B (55703)', 'GAL3ST2 (64090)', 'CEL (1056)', 'SLFN11 (91607)', 'MYZAP (100820829)', 'TVP23C (201158)', 'ID4 (3400)', 'H2AB2 (474381)', 'TMEM86B (255043)', 'REC8 (9985)', 'OR4C5 (79346)', 'B3GLCT (145173)', 'SYT4 (6860)', 'C2orf88 (84281)', 'CETN2 (1069)', 'TSPAN19 (144448)', 'NUP62 (23636)', 'GIMAP1-GIMAP5 (100527949)', 'ZNF577 (84765)', 'NUDT5 (11164)', 'PTBP2 (58155)', 'TGIF2LX (90316)', 'OR10A6 (390093)', 'WDR59 (79726)', 'UBL3 (5412)', 'FOLH1 (2346)', 'CHMP1A (5119)', 'H3-4 (8290)', 'ENDOV (284131)', 'SIGLEC11 (114132)', 'OR2A14 (135941)', 'TTC26 (79989)', 'KIFC1 (3833)', 'GSTT4 (25774)', 'PTPN20 (26095)', 'NEURL1B (54492)', 'AQR (9716)', 'H4C1 (8359)', 'ABI3 (51225)', 'EIF4E2 (9470)', 'SLC2A10 (81031)', 'USP4 (7375)', 'TAC1 (6863)', 'BCL2L13 (23786)', 'ANAPC5 (51433)', 'OR9I1 (219954)', 'IL4 (3565)', 'SPEM1 (374768)', 'SMAD3 (4088)', 'SYCN (342898)', 'TMEM126A (84233)', 'ADGRB1 (575)', 'ZNF816 (125893)', 'CABP7 (164633)', 'PPP1R36 (145376)', 'KLHL35 (283212)', 'GIMAP8 (155038)', 'IFIT5 (24138)', 'TARDBP (23435)', 'LY6K (54742)', 'HTRA1 (5654)', 'C12orf66 (144577)', 'FAM156A (29057)', 'CHIA (27159)', 'TAZ (6901)', 'CTHRC1 (115908)', 'TAC3 (6866)', 'GAL (51083)', 'PRPF19 (27339)', 'CD58 (965)', 'RREB1 (6239)', 'MORC3 (23515)', 'MYL3 (4634)', 'BAHD1 (22893)', 'FAM161A (84140)', 'C5orf52 (100190949)', 'ZBTB45 (84878)', 'PRMT9 (90826)', 'GABARAPL2 (11345)', 'YPEL3 (83719)', 'COIL (8161)', 'HDAC7 (51564)', 'VWDE (221806)', 'KIF1B (23095)', 'VPS37A (137492)', 'TMEM104 (54868)', 'A2M (2)', 'DBF4 (10926)', 'NR1I3 (9970)', 'NECAP2 (55707)', 'BARX1 (56033)', 'NAP1L5 (266812)', 'CCNL2 (81669)', 'TTC17 (55761)', 'ZNF706 (51123)', 'CYP7A1 (1581)', 'RRP7A (27341)', 'TBL2 (26608)', 'CEP72 (55722)', 'HSPD1 (3329)', 'DNAJB8 (165721)', 'TP53TG3D (729264)', 'C1orf162 (128346)', 'HPS4 (89781)', 'LRP2BP (55805)', 'LYRM1 (57149)', 'CHD5 (26038)', 'CT45A9 (102723680)', 'FAM71E1 (112703)', 'ECSCR (641700)', 'ETS1 (2113)', 'CCDC168 (643677)', 'ULBP2 (80328)', 'TBCA (6902)', 'EVA1A (84141)', 'CPS1 (1373)', 'NME6 (10201)', 'PCOLCE2 (26577)', 'ANAPC11 (51529)', 'C9orf24 (84688)', 'CALML6 (163688)', 'PP2D1 (151649)', 'RLN1 (6013)', 'ZNF638 (27332)', 'COPS8 (10920)', 'NR0B1 (190)', 'HEBP2 (23593)', 'CARMIL2 (146206)', 'RNF121 (55298)', 'MORF4L2 (9643)', 'NKRF (55922)', 'CIP2A (57650)', 'CYP26B1 (56603)', 'NRG4 (145957)', 'RASSF10 (644943)', 'STK11 (6794)', 'FOXL1 (2300)', 'C16orf95 (100506581)', 'UGT2A2 (574537)', 'MAP3K1 (4214)', 'CFHR3 (10878)', 'AJUBA (84962)', 'ZNF408 (79797)', 'ZNF81 (347344)', 'ASAP1 (50807)', 'IRGQ (126298)', 'PCDHGA3 (56112)', 'NSUN6 (221078)', 'FOXN1 (8456)', 'SPOUT1 (51490)', 'ETDA (101928677)', 'H2AC11 (8969)', 'SLC5A10 (125206)', 'RFX3 (5991)', 'MAML2 (84441)', 'ZNF625 (90589)', 'ITPK1 (3705)', 'MOGAT3 (346606)', 'ZKSCAN1 (7586)', 'INO80D (54891)', 'SLAMF1 (6504)', 'SGCD (6444)', 'SIPA1L1 (26037)', 'MCMBP (79892)', 'TRIP4 (9325)', 'LACTBL1 (646262)', 'TCHH (7062)', 'NFATC3 (4775)', 'TMPRSS15 (5651)', 'MT1G (4495)', 'PTPRS (5802)', 'AGBL3 (340351)', 'FAM160A2 (84067)', 'TMEM127 (55654)', 'NDST1 (3340)', 'YES1 (7525)', 'ANKFY1 (51479)', 'TCF21 (6943)', 'SHTN1 (57698)', 'LRRC46 (90506)', 'TREX2 (11219)', 'KIAA0825 (285600)', 'SLC7A9 (11136)', 'C18orf25 (147339)', 'OR4K15 (81127)', 'PTPRCAP (5790)', 'PDCD7 (10081)', 'RRP12 (23223)', 'OR5K3 (403277)', 'PRB1 (5542)', 'TLE4 (7091)', 'FOXG1 (2290)', 'NEU4 (129807)', 'H2BC17 (8348)', 'OR6T1 (219874)', 'CEP70 (80321)', 'FANK1 (92565)', 'IGDCC4 (57722)', 'FOXH1 (8928)', 'ACTR6 (64431)', 'BICRAL (23506)', 'CLUH (23277)', 'GLCE (26035)', 'NSA2 (10412)', 'ACAA1 (30)', 'LDLRAD4 (753)', 'OR8J1 (219477)', 'CALB1 (793)', 'ZNF618 (114991)', 'YAE1 (57002)', 'PCDHA11 (56138)', 'MYCBP2 (23077)', 'SLC35G3 (146861)', 'PRR19 (284338)', 'PINLYP (390940)', 'LRIG1 (26018)', 'LAMB2 (3913)', 'SUCO (51430)', 'OSBP (5007)', 'ZNF280A (129025)', 'CD5L (922)', 'TST (7263)', 'CCDC153 (283152)', 'WDR1 (9948)', 'ZNF451 (26036)', 'MAP9 (79884)', 'H3C11 (8354)', 'NRG1 (3084)', 'ELK1 (2002)', 'POTEJ (653781)', 'TRIM39 (56658)', 'ZNF488 (118738)', 'RASAL2 (9462)', 'ITGB4 (3691)', 'OR10A3 (26496)', 'EPS15 (2060)', 'APOC1 (341)', 'SLC45A2 (51151)', 'SUGP1 (57794)', 'OR4K13 (390433)', 'FAM47C (442444)', 'RGR (5995)', 'CPXCR1 (53336)', 'DLAT (1737)', 'MAS1 (4142)', 'NAPEPLD (222236)', 'CMIP (80790)', 'BGN (633)', 'HDAC2 (3066)', 'GBP7 (388646)', 'ALDH3A1 (218)', 'DUSP11 (8446)', 'SP100 (6672)', 'ARL14EP (120534)', 'SMG9 (56006)', 'SIN3A (25942)', 'ZNF639 (51193)', 'MYG1 (60314)', 'OR8B12 (219858)', 'KIRREL1 (55243)', 'ZNF512 (84450)', 'WASHC5 (9897)', 'BOP1 (23246)', 'PUS1 (80324)', 'HTR6 (3362)', 'MARF1 (9665)', 'NUDT21 (11051)', 'SFXN4 (119559)', 'ZNRF3 (84133)', 'ZNF277 (11179)', 'SPAG7 (9552)', 'ADAM9 (8754)', 'MEIS2 (4212)', 'PHB2 (11331)', 'GAGE2E (729428)', 'OPN1MW (2652)', 'ICAM1 (3383)', 'TRPC4AP (26133)', 'LMX1A (4009)', 'PRR15 (222171)', 'VWC2 (375567)', 'TADA1 (117143)', 'TMEM132B (114795)', 'GGT1 (2678)', 'MAFK (7975)', 'RAB4B (53916)', 'SLC16A8 (23539)', 'USP16 (10600)', 'AP3S2 (10239)', 'FMC1-LUC7L2 (100996928)', 'VAMP7 (6845)', 'CHMP7 (91782)', 'MEAK7 (57707)', 'NEUROD4 (58158)', 'RP1 (6101)', 'PTPRE (5791)', 'EME1 (146956)', 'D2HGDH (728294)', 'ARHGEF28 (64283)', 'USP17L20 (100287441)', 'RPS10-NUDT3 (100529239)', 'NRP2 (8828)', 'SLX1A (548593)', 'TPRKB (51002)', 'ASPH (444)', 'TMEM131 (23505)', 'RPS27L (51065)', 'SHCBP1 (79801)', 'EXOC4 (60412)', 'SH3BP5 (9467)', 'DNTT (1791)', 'MYORG (57462)', 'KIF24 (347240)', 'IL22RA1 (58985)', 'STX3 (6809)', 'DEFB126 (81623)', 'WFDC6 (140870)', 'NRBP1 (29959)', 'C1orf54 (79630)', 'HJURP (55355)', 'EHBP1 (23301)', 'IFI16 (3428)', 'PYHIN1 (149628)', 'MAEL (84944)', 'TUBA1A (7846)', 'RSL24D1 (51187)', 'ADAMTS16 (170690)', 'TCTA (6988)', 'DPM3 (54344)', 'FFAR3 (2865)', 'LSM5 (23658)', 'CCDC77 (84318)', 'GNA14 (9630)', 'KCNN1 (3780)', 'BEST3 (144453)', 'HTR1F (3355)', 'N4BP3 (23138)', 'SPDYC (387778)', 'EPN2 (22905)', 'RIMBP3B (440804)', 'SCX (642658)', 'CFL2 (1073)', 'DRD2 (1813)', 'MUC13 (56667)', 'ISYNA1 (51477)', 'RFC3 (5983)', 'TMEM272 (283521)', 'SLC25A33 (84275)', 'SLFNL1 (200172)', 'ZWILCH (55055)', 'GNG2 (54331)', 'TMEM251 (26175)', 'TTLL13P (440307)', 'CFAP46 (54777)', 'MTERF3 (51001)', 'PRNP (5621)', 'EIF2AK2 (5610)', 'RNF111 (54778)', 'FAM120AOS (158293)', 'LCMT1 (51451)', 'HACL1 (26061)', 'ATXN7L3B (552889)', 'ADAP1 (11033)', 'VDR (7421)', 'ANKRD30BL (554226)', 'DAZ2 (57055)', 'CYB5R4 (51167)', 'SNRPA (6626)', 'ZNF112 (7771)', 'XYLT1 (64131)', 'LMLN (89782)', 'KRT34 (3885)', 'PRICKLE1 (144165)', 'ERG28 (11161)', 'EGLN2 (112398)', 'EVC2 (132884)', 'TMEM183A (92703)', 'GIMAP1 (170575)', 'BRCC3 (79184)', 'DCDC2C (728597)', 'FNDC10 (643988)', 'NOL6 (65083)', 'KRT16 (3868)', 'MAL2 (114569)', 'ICAM4 (3386)', 'PXDC1 (221749)', 'AL160269.1 (11046)', 'AKAP8L (26993)', 'HGF (3082)', 'UBE2H (7328)', 'ADAT3 (113179)', 'SLC15A3 (51296)', 'PARP2 (10038)', 'CAPN15 (6650)', 'PNLDC1 (154197)', 'GCH1 (2643)', 'FOXF1 (2294)', 'S100Z (170591)', 'TUBB8 (347688)', 'IGFLR1 (79713)', 'DTX3 (196403)', 'NRAS (4893)', 'WIF1 (11197)', 'RXRB (6257)', 'FAM184B (27146)', 'C1orf159 (54991)', 'MTSS2 (92154)', 'PIGH (5283)', 'TREML4 (285852)', 'HNRNPA1L2 (144983)', 'C11orf16 (56673)', 'OTOL1 (131149)', 'CIDEB (27141)', 'ADCYAP1 (116)', 'SURF1 (6834)', 'DDOST (1650)', 'SP5 (389058)', 'TLE7 (102723796)', 'PROB1 (389333)', 'CIBAR1 (137392)', 'SRP19 (6728)', 'TM7SF3 (51768)', 'PLCG1 (5335)', 'ANAPC13 (25847)', 'CLCN3 (1182)', 'GRIP1 (23426)', 'WDR76 (79968)', 'MT-ATP8 (4509)', 'IKZF5 (64376)', 'ROBO1 (6091)', 'SYNJ2BP (55333)', 'HYAL2 (8692)', 'RFX1 (5989)', 'SF1 (7536)', 'PDE4D (5144)', 'GOLT1A (127845)', 'CAP1 (10487)', 'PRPF38A (84950)', 'IMMP1L (196294)', 'BICD1 (636)', 'FLRT3 (23767)', 'PAK1 (5058)', 'HIGD1A (25994)', 'IL17RA (23765)', 'ZNF155 (7711)', 'PIBF1 (10464)', 'ITPKB (3707)', 'GYG1 (2992)', 'CES4A (283848)', 'GSTK1 (373156)', 'MAN1B1 (11253)', 'PHF10 (55274)', 'NLRP6 (171389)', 'ZNF830 (91603)', 'ASIC1 (41)', 'NOTO (344022)', 'MIA (8190)', 'TNFRSF6B (8771)', 'TDP2 (51567)', 'S100A14 (57402)', 'CYP2C18 (1562)', 'CUX2 (23316)', 'NCAPH (23397)', 'SEC14L6 (730005)', 'SDSL (113675)', 'F13A1 (2162)', 'COA1 (55744)', 'AOPEP (84909)', 'KRTAP29-1 (100533177)', 'NAA80 (24142)', 'CLU (1191)', 'CEBPB (1051)', 'C1QTNF8 (390664)', 'NCKAP1L (3071)', 'TMC7 (79905)', 'SLC16A11 (162515)', 'USP17L2 (377630)', 'TLR6 (10333)', 'CDRT1 (374286)', 'OR52E4 (390081)', 'RXRA (6256)', 'TUBA3E (112714)', 'VPS26A (9559)', 'LCE3D (84648)', 'TTC36 (143941)', 'XAGE1A (653220)', 'SYF2 (25949)', 'DOK1 (1796)', 'ZNF394 (84124)', 'SERPIND1 (3053)', 'PICALM (8301)', 'TSFM (10102)', 'POLR2F (5435)', 'CANX (821)', 'CPSF7 (79869)', 'MRPS24 (64951)', 'ZNF181 (339318)', 'PLCZ1 (89869)', 'AMOT (154796)', 'GPR6 (2830)', 'KLHL11 (55175)', 'TERF2 (7014)', 'ZNF593 (51042)', 'FAM120C (54954)', 'CDKN1C (1028)', 'ERICH1 (157697)', 'VPS8 (23355)', 'CAPN6 (827)', 'ITM2A (9452)', 'TLK2 (11011)', 'TPI1 (7167)', 'MNDA (4332)', 'PRPF4B (8899)', 'CCDC179 (100500938)', 'ZNF791 (163049)', 'CT47A7 (653282)', 'GYPA (2993)', 'SLC13A3 (64849)', 'CNBP (7555)', 'FOXO3 (2309)', 'GTF2E2 (2961)', 'N4BP2L2 (10443)', 'GSG1L2 (644070)', 'WDR18 (57418)', 'VPS35L (57020)', 'MYH8 (4626)', 'GABRB1 (2560)', 'SCN3A (6328)', 'PM20D1 (148811)', 'OR4P4 (81300)', 'GCKR (2646)', 'RASL11A (387496)', 'ANKRD33B (651746)', 'PPIF (10105)', 'KRBA1 (84626)', 'DHX9 (1660)', 'CDYL2 (124359)', 'RNF41 (10193)', 'JAM2 (58494)', 'RNFT1 (51136)', 'ARRDC2 (27106)', 'OXT (5020)', 'CAPZA1 (829)', 'EDA2R (60401)', 'AOC3 (8639)', 'ALDH5A1 (7915)', 'IARS1 (3376)', 'IQCG (84223)', 'TRIM22 (10346)', 'RERE (473)', 'SKI (6497)', 'KRTAP13-4 (284827)', 'SPIN3 (169981)', 'KCTD5 (54442)', 'OCSTAMP (128506)', 'RPP21 (79897)', 'P4HA2 (8974)', 'NR3C2 (4306)', 'ZNF263 (10127)', 'MRPS10 (55173)', 'MAP3K12 (7786)', 'SNX27 (81609)', 'TMEM44 (93109)', 'IQCK (124152)', 'ACTL8 (81569)', 'MCAM (4162)', 'OR4D6 (219983)', 'PHYHIP (9796)', 'AARSD1 (80755)', 'SPTLC3 (55304)', 'OR10G4 (390264)', 'ADPRH (141)', 'PPP1R35 (221908)', 'RARB (5915)', 'SARS2 (54938)', 'CHST7 (56548)', 'AAGAB (79719)', 'ZNF391 (346157)', 'METTL21C (196541)', 'TRABD (80305)', 'KDM6B (23135)', 'CDH4 (1002)', 'ZC3H15 (55854)', 'YTHDC1 (91746)', 'CLC (1178)', 'SYT16 (83851)', 'EXOSC2 (23404)', 'MAP2K1 (5604)', 'FANCD2 (2177)', 'CHCHD7 (79145)', 'UTP25 (27042)', 'RALB (5899)', 'SAXO1 (158297)', 'MUCL1 (118430)', 'PMP22 (5376)', 'PDC (5132)', 'ATP6V0C (527)', 'TBC1D10A (83874)', 'TAS1R1 (80835)', 'TTC27 (55622)', 'WDR72 (256764)', 'APOBEC2 (10930)', 'GTF3C6 (112495)', 'FLYWCH2 (114984)', 'OR4A16 (81327)', 'ELMOD2 (255520)', 'THOC7 (80145)', 'SYT17 (51760)', 'PLAUR (5329)', 'TMEM220 (388335)', 'KIF3A (11127)', 'SSTR2 (6752)', 'LPAR4 (2846)', 'MADCAM1 (8174)', 'ACP6 (51205)', 'ATP5MC2 (517)', 'NLRC3 (197358)', 'KCNH2 (3757)', 'TRIM73 (375593)', 'NMUR2 (56923)', 'WDR83 (84292)', 'ZNF462 (58499)', 'TLR1 (7096)', 'WNT8B (7479)', 'DCTN4 (51164)', 'AVEN (57099)', 'GPR31 (2853)', 'C17orf78 (284099)', 'PNKP (11284)', 'C2orf42 (54980)', 'GPR143 (4935)', 'B3GALT4 (8705)', 'SOST (50964)', 'RASSF7 (8045)', 'STRBP (55342)', 'POR (5447)', 'ARHGEF15 (22899)', 'COL6A2 (1292)', 'PFN4 (375189)', 'UNC13C (440279)', 'MAPRE1 (22919)', 'GCNT1 (2650)', 'HSFX1 (100506164)', 'TRIM52 (84851)', 'TUBG2 (27175)', 'CIC (23152)', 'RELB (5971)', 'GPR75 (10936)', 'OR1L1 (26737)', 'OSTN (344901)', 'SGIP1 (84251)', 'TXNDC12 (51060)', 'PRKD1 (5587)', 'WDR75 (84128)', 'VDAC2 (7417)', 'ZNF699 (374879)', 'P2RX1 (5023)', 'WDR5B (54554)', 'ZNF485 (220992)', 'IFNK (56832)', 'MBTPS2 (51360)', 'PTGER3 (5733)', 'METRN (79006)', 'GAMT (2593)', 'L1CAM (3897)', 'CRNN (49860)', 'GATA2 (2624)', 'DMRTC1B (728656)', 'SLC23A3 (151295)', 'RAB17 (64284)', 'SPX (80763)', 'KRTAP9-2 (83899)', 'TRIM39-RPP21 (202658)', 'MS4A4E (643680)', 'ST14 (6768)', 'PHLDB1 (23187)', 'CCDC102A (92922)', 'SCN3B (55800)', 'HEPHL1 (341208)', 'KRT74 (121391)', 'DHX36 (170506)', 'RPS6KA6 (27330)', 'FOXRED2 (80020)', 'NDUFA5 (4698)', 'KCNG2 (26251)', 'SIK2 (23235)', 'COL27A1 (85301)', 'CSNK1G3 (1456)', 'ASB3 (51130)', 'HUNK (30811)', 'GNAT2 (2780)', 'FHL1 (2273)', 'NTRK2 (4915)', 'BLK (640)', 'OR5T1 (390155)', 'RTL9 (57529)', 'FGFBP3 (143282)', 'TMC3 (342125)', 'MDFI (4188)', 'GLI3 (2737)', 'OGFOD2 (79676)', 'MS4A5 (64232)', 'SLC16A1 (6566)', 'OR1S2 (219958)', 'ZNF253 (56242)', 'CWC27 (10283)', 'ANO4 (121601)', 'CYFIP1 (23191)', 'KBTBD12 (166348)', 'TSR3 (115939)', 'MAP4K4 (9448)', 'FGFR1 (2260)', 'BMS1 (9790)', 'ZNF768 (79724)', 'LGI1 (9211)', 'CALN1 (83698)', 'CDH10 (1008)', 'EPHA3 (2042)', 'TRIM23 (373)', 'SERPINC1 (462)', 'TMEM91 (641649)', 'SYNJ1 (8867)', 'TSPY2 (64591)', 'RGL3 (57139)', 'ALG1 (56052)', 'RDH8 (50700)', 'ENOX1 (55068)', 'AK2 (204)', 'PRR14L (253143)', 'SEC24D (9871)', 'ZC3H13 (23091)', 'ASAP3 (55616)', 'CCL7 (6354)', 'ACIN1 (22985)', 'PROP1 (5626)', 'NR2E1 (7101)', 'BIN3 (55909)', 'TTC25 (83538)', 'CEACAM4 (1089)', 'CELA3A (10136)', 'KHDRBS2 (202559)', 'NWD2 (57495)', 'GP9 (2815)', 'PIGM (93183)', 'AMY2B (280)', 'RNF224 (643596)', 'FCRL5 (83416)', 'SELENOS (55829)', 'NLGN4X (57502)', 'ODAPH (152816)', 'FAM9B (171483)', 'KPNA2 (3838)', 'OR1J4 (26219)', 'IGSF5 (150084)', 'RHBDF1 (64285)', 'TBCC (6903)', 'SLC10A2 (6555)', 'MGME1 (92667)', 'MCHR1 (2847)', 'PIK3R1 (5295)', 'C16orf54 (283897)', 'UMOD (7369)', 'MYH13 (8735)', 'C11orf24 (53838)', 'IL1B (3553)', 'SERF1A (8293)', 'HSP90AA1 (3320)', 'CAMP (820)', 'CEP135 (9662)', 'CREM (1390)', 'WNK1 (65125)', 'THSD7A (221981)', 'SIGLEC6 (946)', 'NSUN2 (54888)', 'ZNF419 (79744)', 'TEX101 (83639)', 'HES3 (390992)', 'C12orf43 (64897)', 'JMJD1C (221037)', 'TSGA13 (114960)', 'IRF2 (3660)', 'OFD1 (8481)', 'ECHS1 (1892)', 'OTUD5 (55593)', 'PLCB2 (5330)', 'GUK1 (2987)', 'OR5B2 (390190)', 'FPGT-TNNI3K (100526835)', 'GPRC5C (55890)', 'SRSF3 (6428)', 'RGS13 (6003)', 'SPEGNB (100996693)', 'SRD5A1 (6715)', 'SNX11 (29916)', 'BRMS1L (84312)', 'RAB40C (57799)', 'HSPBP1 (23640)', 'AC093512.2 (112694756)', 'PIGX (54965)', 'MPP1 (4354)', 'MGAT4C (25834)', 'THRB (7068)', 'ZNF565 (147929)', 'KIF14 (9928)', 'IRX6 (79190)', 'SOWAHB (345079)', 'POC1A (25886)', 'HSD17B6 (8630)', 'MED17 (9440)', 'KLRC4 (8302)', 'RNF217 (154214)', 'CFAP126 (257177)', 'INF2 (64423)', 'NCOA1 (8648)', 'RBPMS2 (348093)', 'HLA-DOB (3112)', 'CAST (831)', 'SERPINA9 (327657)', 'ALG1L (200810)', 'TCP11X1 (100996631)', 'SLC16A14 (151473)', 'ERGIC2 (51290)', 'CTCFL (140690)', 'TMEM150C (441027)', 'PSCA (8000)', 'AGK (55750)', 'RORB (6096)', 'ITLN2 (142683)', 'EIF4B (1975)', 'COMTD1 (118881)', 'SLC20A2 (6575)', 'C3AR1 (719)', 'ATR (545)', 'PDIA2 (64714)', 'SMTN (6525)', 'STAC3 (246329)', 'ZEB2 (9839)', 'SMIM5 (643008)', 'LRGUK (136332)', 'CCL24 (6369)', 'FAM83A (84985)', 'ULBP3 (79465)', 'SOX2 (6657)', 'GET4 (51608)', 'CDK3 (1018)', 'DGCR6L (85359)', 'C7 (730)', 'MEDAG (84935)', 'TBCK (93627)', 'LZTS2 (84445)', 'PDE3A (5139)', 'PTGR1 (22949)', 'DGAT2 (84649)', 'SSBP1 (6742)', 'HAUS7 (55559)', 'LIMS4 (100288695)', 'FAM219B (57184)', 'HMGB3 (3149)', 'DEFB119 (245932)', 'SPATS2L (26010)', 'RPS26 (6231)', 'PIAS4 (51588)', 'TRAPPC2 (6399)', 'UBA2 (10054)', 'MSN (4478)', 'FER1L5 (90342)', 'GFPT2 (9945)', 'CES1 (1066)', 'IL3 (3562)', 'FBXO9 (26268)', 'ASDURF (110599588)', 'PBRM1 (55193)', 'NEDD8 (4738)', 'FERMT1 (55612)', 'MARK2 (2011)', 'H4C4 (8360)', 'FGD6 (55785)', 'ADGB (79747)', 'ZFPL1 (7542)', 'NAF1 (92345)', 'SERPINA12 (145264)', 'PRSS33 (260429)', 'TAS2R3 (50831)', 'PEX2 (5828)', 'TUBGCP4 (27229)', 'CABIN1 (23523)', 'AC099489.1 (400499)', 'TBX18 (9096)', 'TCP1 (6950)', 'TMPO (7112)', 'BTG4 (54766)', 'TM4SF18 (116441)', 'CCDC142 (84865)', 'FAM43B (163933)', 'IL17REL (400935)', 'WDFY2 (115825)', 'AGAP2 (116986)', 'CCDC42 (146849)', 'FSCN1 (6624)', 'SLC4A1 (6521)', 'DMPK (1760)', 'EPHX2 (2053)', 'GLDN (342035)', 'TOP3B (8940)', 'TEX46 (729059)', 'ZNF516 (9658)', 'THY1 (7070)', 'NBPF12 (149013)', 'BIRC7 (79444)', 'KCNJ10 (3766)', 'SPATA6L (55064)', 'CRLF2 (64109)', 'SPATC1L (84221)', 'NKX2-4 (644524)', 'ACTR8 (93973)', 'FAM110C (642273)', 'NPIPA3 (642778)', 'UBAC2 (337867)', 'APBB1IP (54518)', 'IGF2BP3 (10643)', 'ARL17A (51326)', 'IL1R1 (3554)', 'MAP1B (4131)', 'SLC8A3 (6547)', 'CU639417.1 (102724334)', 'NAALADL2 (254827)', 'TEX36 (387718)', 'OR2V2 (285659)', 'CKMT1B (1159)', 'CLPSL2 (389383)', 'CCL14 (6358)', 'ZNF772 (400720)', 'WFIKKN1 (117166)', 'AOX1 (316)', 'TMEM132E (124842)', 'ACOT9 (23597)', 'SMIM30 (401397)', 'TAF1B (9014)', 'PCDHGA8 (9708)', 'CTDSP2 (10106)', 'MTFR2 (113115)', 'USP42 (84132)', 'TMCO4 (255104)', 'QSER1 (79832)', 'DNASE2B (58511)', 'FRMD3 (257019)', 'C12orf60 (144608)', 'FZD10 (11211)', 'HTR2C (3358)', 'B3GNT8 (374907)', 'ELOA (6924)', 'PSG1 (5669)', 'ITFG1 (81533)', 'ABCC3 (8714)', 'DCX (1641)', 'IL19 (29949)', 'GPR161 (23432)', 'TMEM64 (169200)', 'SMIM24 (284422)', 'MED31 (51003)', 'THNSL2 (55258)', 'TAS1R3 (83756)', 'OR5B3 (441608)', 'SMIM11A (54065)', 'NFE2L1 (4779)', 'FBXO31 (79791)', 'ZNF343 (79175)', 'SLC15A4 (121260)', 'ZNF335 (63925)', 'SLC5A2 (6524)', 'WDR43 (23160)', 'NMT2 (9397)', 'CTPS2 (56474)', 'HDAC1 (3065)', 'MIER2 (54531)', 'H6PD (9563)', 'FTO (79068)', 'LZTS3 (9762)', 'ZNF382 (84911)', 'VWA3A (146177)', 'TBPL1 (9519)', 'THRSP (7069)', 'LRRN1 (57633)', 'PRF1 (5551)', 'HACE1 (57531)', 'LMF1 (64788)', 'CABS1 (85438)', 'NIF3L1 (60491)', 'METAP1 (23173)', 'ANK3 (288)', 'NIM1K (167359)', 'PARL (55486)', 'WDR88 (126248)', 'MAP7D1 (55700)', 'ADGRE3 (84658)', 'SENP7 (57337)', 'PPP3CB (5532)', 'SUCLG1 (8802)', 'ADAMTS20 (80070)', 'TMEM200B (399474)', 'STX1B (112755)', 'FBXO3 (26273)', 'TRAFD1 (10906)', 'FRY (10129)', 'MRPL2 (51069)', 'WNT9B (7484)', 'HMGN1 (3150)', 'PRG4 (10216)', 'ETDB (100129515)', 'TRPV4 (59341)', 'LRMDA (83938)', 'SLC39A9 (55334)', 'DNAJC6 (9829)', 'PSG7 (5676)', 'HOXD8 (3234)', 'PRAMEF27 (101929983)', 'PIGS (94005)', 'CAPRIN1 (4076)', 'BHLHE22 (27319)', 'MCCC2 (64087)', 'LYPD1 (116372)', 'PSMG3 (84262)', 'CA14 (23632)', 'PDAP1 (11333)', 'IL27RA (9466)', 'CLCN1 (1180)', 'FAXC (84553)', 'TRIM36 (55521)', 'IGIP (492311)', 'DCBLD1 (285761)', 'CHKB (1120)', 'GPX6 (257202)', 'SPRED1 (161742)', 'KCNK13 (56659)', 'CELA1 (1990)', 'FCRL3 (115352)', 'ALYREF (10189)', 'THBS4 (7060)', 'CARF (79800)', 'OSBPL3 (26031)', 'FAM32A (26017)', 'CXCL13 (10563)', 'OSGIN2 (734)', 'B3GAT1 (27087)', 'ATG4A (115201)', 'DUSP26 (78986)', 'SLC17A4 (10050)', 'MRPL47 (57129)', 'CTU1 (90353)', 'EDEM3 (80267)', 'C1GALT1 (56913)', 'NUDCD2 (134492)', 'RAB20 (55647)', 'ZNF354B (117608)', 'ZFP2 (80108)', 'NSF (4905)', 'TTLL10 (254173)', 'NDUFC2-KCTD14 (100532726)', 'OR4D1 (26689)', 'CCDC150 (284992)', 'PSMB4 (5692)', 'C1orf185 (284546)', 'FXYD6 (53826)', 'PAFAH2 (5051)', 'AKT2 (208)', 'YWHAB (7529)', 'RAE1 (8480)', 'CDV3 (55573)', 'CMTM7 (112616)', 'DNTTIP2 (30836)', 'SETD1A (9739)', 'KDM3B (51780)', 'KRTAP6-1 (337966)', 'H3C15 (333932)', 'FOXD4L5 (653427)', 'RAB3C (115827)', 'H1-1 (3024)', 'IBTK (25998)', 'PHKG2 (5261)', 'ASAP2 (8853)', 'COG5 (10466)', 'CCZ1B (221960)', 'SMIM20 (389203)', 'FANCG (2189)', 'ADM2 (79924)', 'GPR158 (57512)', 'ALOX5 (240)', 'ZNF878 (729747)', 'FDX2 (112812)', 'GALNT8 (26290)', 'SPRY1 (10252)', 'C2CD4A (145741)', 'LAT2 (7462)', 'SYTL2 (54843)', 'BRD3OS (266655)', 'KLHDC9 (126823)', 'USP49 (25862)', 'SPOP (8405)', 'HIGD2A (192286)', 'ME1 (4199)', 'GSX1 (219409)', 'ATP5F1C (509)', 'FOCAD (54914)', 'CUL3 (8452)', 'SMN1 (6606)', 'GUF1 (60558)', 'DHRS7 (51635)', 'NDUFB7 (4713)', 'CLDN24 (100132463)', 'MPC1 (51660)', 'ACTR5 (79913)', 'CD40LG (959)', 'EIF2B5 (8893)', 'C15orf39 (56905)', 'ZNF648 (127665)', 'KCTD21 (283219)', 'ADGRG6 (57211)', 'RBMX (27316)', 'DARS1 (1615)', 'G6PC3 (92579)', 'TP53 (7157)', 'HNRNPUL1 (11100)', 'DDX27 (55661)', 'TMEM155 (132332)', 'PCDH15 (65217)', 'CLMN (79789)', 'CCDC71 (64925)', 'PFKFB3 (5209)', 'OSTC (58505)', 'CTNNA2 (1496)', 'ZNF57 (126295)', 'OR2J1 (442185)', 'KIAA0100 (9703)', 'QPRT (23475)', 'OR4D11 (219986)', 'TRRAP (8295)', 'MADD (8567)', 'TRIAP1 (51499)', 'EXOSC5 (56915)', 'SHLD1 (149840)', 'JPH3 (57338)', 'NOTCH2NLC (100996717)', 'IRX3 (79191)', 'TRPM5 (29850)', 'SPRY2 (10253)', 'CAVIN4 (347273)', 'PPP1R14B (26472)', 'ERCC5 (2073)', 'ECHDC1 (55862)', 'CBY1 (25776)', 'NKX2-8 (26257)', 'TMEM115 (11070)', 'BRPF3 (27154)', 'FAM160B2 (64760)', 'HS3ST6 (64711)', 'LAPTM4A (9741)', 'ARL2BP (23568)', 'RPS12 (6206)', 'NOP10 (55505)', 'COL10A1 (1300)', 'FUT1 (2523)', 'CLN6 (54982)', 'RGPD1 (400966)', 'RGS1 (5996)', 'TRAPPC13 (80006)', 'KAT2B (8850)', 'SLC22A11 (55867)', 'PLA2G2D (26279)', 'HES2 (54626)', 'RWDD2B (10069)', 'GPT2 (84706)', 'ANKRD39 (51239)', 'ARSA (410)', 'CACNA2D2 (9254)', 'RNF24 (11237)', 'RWDD1 (51389)', 'ACTR3B (57180)', 'PDLIM3 (27295)', 'TTC39A (22996)', 'SLC35F3 (148641)', 'PDCD1 (5133)', 'PSAP (5660)', 'JADE2 (23338)', 'TP53TG3E (102724101)', 'HFE (3077)', 'OR2A25 (392138)', 'MRRF (92399)', 'SMG1 (23049)', 'MX2 (4600)', 'MAP6 (4135)', 'FBRS (64319)', 'TBC1D24 (57465)', 'BOLA2 (552900)', 'CASP10 (843)', 'VGF (7425)', 'RAB15 (376267)', 'DHX38 (9785)', 'FKBP2 (2286)', 'CCNB3 (85417)', 'TPH2 (121278)', 'TRIM25 (7706)', 'SLC24A5 (283652)', 'NAB2 (4665)', 'GMIP (51291)', 'PDE4C (5143)', 'MFN2 (9927)', 'OR10V1 (390201)', 'PIGP (51227)', 'GAS2 (2620)', 'SLC17A8 (246213)', 'AGPAT1 (10554)', 'CENPK (64105)', 'PPP2R2A (5520)', 'ZNF660 (285349)', 'OMD (4958)', 'PPIG (9360)', 'BCAS3 (54828)', 'SPPL3 (121665)', 'ZFYVE16 (9765)', 'CSRP2 (1466)', 'SLC16A6 (9120)', 'ZNF692 (55657)', 'NAIF1 (203245)', 'NPM1 (4869)', 'DCAF12L2 (340578)', 'UBE2L5 (171222)', 'HTR1D (3352)', 'NPPB (4879)', 'DSN1 (79980)', 'NOTCH3 (4854)', 'ARRDC4 (91947)', 'U2AF1 (7307)', 'IL17A (3605)', 'ARMCX1 (51309)', 'ENOPH1 (58478)', 'OR4X1 (390113)', 'EXOC3 (11336)', 'TBL1Y (90665)', 'PCDHB6 (56130)', 'MICU3 (286097)', 'SSX2B (727837)', 'PATL2 (197135)', 'LAD1 (3898)', 'ZNF566 (84924)', 'ACAA2 (10449)', 'ADIG (149685)', 'ZNF804B (219578)', 'SOWAHA (134548)', 'FCER2 (2208)', 'AICDA (57379)', 'ADCY9 (115)', 'OR2T35 (403244)', 'NBN (4683)', 'IRAG1 (10335)', 'CACFD1 (11094)', 'SLC6A17 (388662)', 'CSNK1E (1454)', 'TLCD2 (727910)', 'ACBD6 (84320)', 'PFN1 (5216)', 'PHF20L1 (51105)', 'CREBRF (153222)', 'NKAIN3 (286183)', 'VPS36 (51028)', 'RALGPS1 (9649)', 'COL4A6 (1288)', 'TUBB4A (10382)', 'MED26 (9441)', 'PRKCA (5578)', 'SLC30A10 (55532)', 'LILRA6 (79168)', 'TBK1 (29110)', 'MYL4 (4635)', 'ELOA2 (51224)', 'RERG (85004)', 'DGKK (139189)', 'TEKT2 (27285)', 'PTCHD1 (139411)', 'DTYMK (1841)', 'AVPI1 (60370)', 'LUZP1 (7798)', 'TOM1L2 (146691)', 'UGT2A1 (10941)', 'TRABD2B (388630)', 'FOXD4L6 (653404)', 'SLC10A5 (347051)', 'METTL15 (196074)', 'RBBP8NL (140893)', 'MIEN1 (84299)', 'SLC5A4 (6527)', 'ZBTB11 (27107)', 'SLC52A3 (113278)', 'ITLN1 (55600)', 'DUSP28 (285193)', 'LIMK1 (3984)', 'SLC10A3 (8273)', 'ATP1A4 (480)', 'TAAR5 (9038)', 'WDPCP (51057)', 'SH3RF1 (57630)', 'ABITRAM (54942)', 'LRRC19 (64922)', 'PRR20E (729250)', 'CSH1 (1442)', 'C1QTNF12 (388581)', 'ACSM1 (116285)', 'SLC35E1 (79939)', 'SMARCA2 (6595)', 'PTGER2 (5732)', 'RPL38 (6169)', 'CALR3 (125972)', 'OR5AP2 (338675)', 'ZNF544 (27300)', 'BCAR1 (9564)', 'PSMD10 (5716)', 'NKG7 (4818)', 'STN1 (79991)', 'CLEC18B (497190)', 'ZNF564 (163050)', 'CROCC (9696)', 'WAS (7454)', 'BCO2 (83875)', 'PXMP4 (11264)', 'CEP85 (64793)', 'TMX4 (56255)', 'ERP27 (121506)', 'API5 (8539)', 'DEF6 (50619)', 'SYT14 (255928)', 'KCNA5 (3741)', 'LIX1 (167410)', 'CTBP1 (1487)', 'EBNA1BP2 (10969)', 'KLHDC1 (122773)', 'AMMECR1L (83607)', 'HLA-DMA (3108)', 'C19orf12 (83636)', 'MTFR1 (9650)', 'CD63 (967)', 'ALX4 (60529)', 'LRRC1 (55227)', 'NUDT16 (131870)', 'UFD1 (7353)', 'EVI2A (2123)', 'RNF145 (153830)', 'PPP2R5C (5527)', 'PNOC (5368)', 'USP9Y (8287)', 'SLC7A2 (6542)', 'HSPA5 (3309)', 'SLC5A7 (60482)', 'HOXC5 (3222)', 'OR2A4 (79541)', 'ERVW-1 (30816)', 'PDGFRB (5159)', 'ROCK2 (9475)', 'CRABP2 (1382)', 'TESK1 (7016)', 'DDIT3 (1649)', 'ERRFI1 (54206)', 'CXCL9 (4283)', 'FBXO44 (93611)', 'TRIM4 (89122)', 'GREM2 (64388)', 'AKT1 (207)', 'ZNF624 (57547)', 'CGA (1081)', 'PKIB (5570)', 'PSG5 (5673)', 'AGO1 (26523)', 'YY1 (7528)', 'WDR38 (401551)', 'ADNP (23394)', 'SLC1A3 (6507)', 'ZNF479 (90827)', 'ARHGAP40 (343578)', 'NOS3 (4846)', 'SHISA3 (152573)', 'SLC3A1 (6519)', 'CABCOCO1 (219621)', 'METTL22 (79091)', 'C4orf17 (84103)', 'SRPK1 (6732)', 'TMEM255B (348013)', 'ZNF713 (349075)', 'ATP6AP1 (537)', 'NLGN2 (57555)', 'KCNMB1 (3779)', 'SUMO3 (6612)', 'CCDC122 (160857)', 'ANKDD1A (348094)', 'TEKT4 (150483)', 'GPR52 (9293)', 'CD300LD (100131439)', 'EFCAB9 (285588)', 'SNCG (6623)', 'PNKD (25953)', 'DONSON (29980)', 'SF3B1 (23451)', 'THOC6 (79228)', 'GPR173 (54328)', 'DAPK1 (1612)', 'DEK (7913)', 'GABRA5 (2558)', 'OR6C4 (341418)', 'C5orf34 (375444)', 'OSGEP (55644)', 'DAB1 (1600)', 'COQ5 (84274)', 'DUS3L (56931)', 'RAC3 (5881)', 'RPP25 (54913)', 'MYCT1 (80177)', 'GRIA4 (2893)', 'NPM2 (10361)', 'HOATZ (399949)', 'TMEM50A (23585)', 'PPP1R42 (286187)', 'TBC1D23 (55773)', 'C14orf39 (317761)', 'RPL23A (6147)', 'UQCC2 (84300)', 'TRIM6-TRIM34 (445372)', 'FZD8 (8325)', 'GTPBP10 (85865)', 'MRPL32 (64983)', 'SPINT3 (10816)', 'POLR2B (5431)', 'ZNF410 (57862)', 'SVEP1 (79987)', 'KDELR3 (11015)', 'CNTNAP3B (728577)', 'HCN3 (57657)', 'DSCAM (1826)', 'POGLUT3 (143888)', 'MT1F (4494)', 'MRPL22 (29093)', 'UBE2Z (65264)', 'ASCC3 (10973)', 'TTI1 (9675)', 'SUSD2 (56241)', 'EIF2S2 (8894)', 'CCDC8 (83987)', 'RXFP3 (51289)', 'CELSR2 (1952)', 'CCL21 (6366)', 'LRRTM4 (80059)', 'MED25 (81857)', 'MCL1 (4170)', 'UCN2 (90226)', 'C8orf76 (84933)', 'SERPINA10 (51156)', 'H2AC20 (8338)', 'FBN3 (84467)', 'TIMM29 (90580)', 'CACNG4 (27092)', 'PBDC1 (51260)', 'TTI2 (80185)', 'SVOPL (136306)', 'DHFR (1719)', 'POTEE (445582)', 'RSAD2 (91543)', 'LCN8 (138307)', 'CLEC14A (161198)', 'TBC1D3D (101060389)', 'UPK3A (7380)', 'CCDC134 (79879)', 'ZFYVE21 (79038)', 'VIPR1 (7433)', 'GPR62 (118442)', 'GPC3 (2719)', 'KXD1 (79036)', 'ARFRP1 (10139)', 'TMED4 (222068)', 'XPO7 (23039)', 'HS6ST3 (266722)', 'TLE1 (7088)', 'LDLR (3949)', 'MED10 (84246)', 'TAF3 (83860)', 'TGFBI (7045)', 'ACSM6 (142827)', 'FLII (2314)', 'ELL3 (80237)', 'MYBPH (4608)', 'C17orf97 (400566)', 'SYAP1 (94056)', 'RPL34 (6164)', 'SLC25A15 (10166)', 'OR8U1 (219417)', 'SSTR1 (6751)', 'ZNF609 (23060)', 'RPRD1B (58490)', 'ARMCX3 (51566)', 'AGAP6 (414189)', 'THUMPD1 (55623)', 'ABHD10 (55347)', 'B3GNT4 (79369)', 'ADAMTS19 (171019)', 'ACTR2 (10097)', 'RNF170 (81790)', 'APBA3 (9546)', 'CA12 (771)', 'POLE4 (56655)', 'INSIG2 (51141)', 'PPP1R18 (170954)', 'KMT5C (84787)', 'SERPINB12 (89777)', 'CCDC6 (8030)', 'ZNF384 (171017)', 'DMRTC2 (63946)', 'RAC2 (5880)', 'NR2C1 (7181)', 'TCF7L2 (6934)', 'GGCX (2677)', 'HTR3B (9177)', 'NFU1 (27247)', 'ZBTB2 (57621)', 'GOLGA6L1 (283767)', 'MANEA (79694)', 'RNF11 (26994)', 'PEX16 (9409)', 'NIP7 (51388)', 'PDP1 (54704)', 'PANK4 (55229)', 'KCNQ5 (56479)', 'SIX3 (6496)', 'GALNT14 (79623)', 'SGSM2 (9905)', 'ACD (65057)', 'CUEDC1 (404093)', 'FAM229A (100128071)', 'CTSW (1521)', 'KCNJ16 (3773)', 'PRAMEF9 (343070)', 'ATG4C (84938)', 'ABRAXAS2 (23172)', 'DAAM2 (23500)', 'ROR1 (4919)', 'CD93 (22918)', 'IDI2 (91734)', 'MRPL28 (10573)', 'NOA1 (84273)', 'RERGL (79785)', 'IL12B (3593)', 'SCD5 (79966)', 'DCC (1630)', 'SLC25A34 (284723)', 'NDUFB11 (54539)', 'POT1 (25913)', 'NEURL3 (93082)', 'P2RY12 (64805)', 'ACAD11 (84129)', 'AMER1 (139285)', 'WFS1 (7466)', 'POTEB2 (100287399)', 'PHF8 (23133)', 'SERTM1 (400120)', 'NUP107 (57122)', 'UTP23 (84294)', 'ANKRD24 (170961)', 'CCDC130 (81576)', 'RASGRF2 (5924)', 'FAM219A (203259)', 'TRAP1 (10131)', 'ABCC8 (6833)', 'DHDH (27294)', 'CD1D (912)', 'SNU13 (4809)', 'E4F1 (1877)', 'ZNF559-ZNF177 (100529215)', 'MBLAC2 (153364)', 'CLEC4M (10332)', 'C1orf35 (79169)', 'VMO1 (284013)', 'KCNK7 (10089)', 'F9 (2158)', 'NOSTRIN (115677)', 'AKR1C3 (8644)', 'PPP1R12C (54776)', 'HASPIN (83903)', 'GNPAT (8443)', 'ZNF735 (730291)', 'HPR (3250)', 'STRADA (92335)', 'PRKAB2 (5565)', 'SIX6 (4990)', 'C20orf202 (400831)', 'C11orf21 (29125)', 'ASS1 (445)', 'TGOLN2 (10618)', 'ANKRD53 (79998)', 'MLF1 (4291)', 'ODF3 (113746)', 'RAB13 (5872)', 'ZNF771 (51333)', 'ST8SIA5 (29906)', 'HDLBP (3069)', 'LCA5L (150082)', 'TLR3 (7098)', 'ATOH1 (474)', 'TMEM47 (83604)', 'CDK1 (983)', 'TLR10 (81793)', 'ZNF426 (79088)', 'ANGPTL7 (10218)', 'MFSD12 (126321)', 'PLEKHG2 (64857)', 'KMT5B (51111)', 'CPM (1368)', 'PHYH (5264)', 'CHPT1 (56994)', 'TTLL2 (83887)', 'DMKN (93099)', 'ADORA1 (134)', 'MFAP1 (4236)', 'GDI2 (2665)', 'KRCC1 (51315)', 'ENDOG (2021)', 'CCDC58 (131076)', 'ELF2 (1998)', 'CCR10 (2826)', 'DCAF8L1 (139425)', 'UBE4B (10277)', 'PDK3 (5165)', 'STAP1 (26228)', 'ACBD7 (414149)', 'SEMA4G (57715)', 'HNRNPL (3191)', 'ACP5 (54)', 'SLC11A2 (4891)', 'NPIPA7 (101059938)', 'SALL1 (6299)', 'CARMIL3 (90668)', 'UBE3C (9690)', 'MACROH2A1 (9555)', 'NPIPB6 (728741)', 'C9orf116 (138162)', 'TXNIP (10628)', 'NBPF14 (25832)', 'LRRC14B (389257)', 'SPANXN1 (494118)', 'LURAP1 (541468)', 'CHI3L1 (1116)', 'UNC50 (25972)', 'ENPP3 (5169)', 'MORC1 (27136)', 'EVPL (2125)', 'TTC24 (164118)', 'ARSD (414)', 'GPR182 (11318)', 'ORAI1 (84876)', 'NSMF (26012)', 'HGD (3081)', 'S100A2 (6273)', 'ARHGAP20 (57569)', 'SLAMF6 (114836)', 'TAS2R50 (259296)', 'KRT4 (3851)', 'SIPA1 (6494)', 'OR52R1 (119695)', 'OR1M1 (125963)', 'PBK (55872)', 'MTMR9 (66036)', 'FAHD1 (81889)', 'IRF2BP1 (26145)', 'FBH1 (84893)', 'LUC7L2 (51631)', 'PPM1E (22843)', 'RPS18 (6222)', 'TTC1 (7265)', 'CCNI (10983)', 'NLRP2 (55655)', 'ISCU (23479)', 'MPND (84954)', 'RGS6 (9628)', 'DHX32 (55760)', 'CIZ1 (25792)', 'RASD1 (51655)', 'GTF2F2 (2963)', 'SDHAF2 (54949)', 'INTS5 (80789)', 'GSE1 (23199)', 'KCTD3 (51133)', 'PSG6 (5675)', 'UBP1 (7342)', 'DHRS7C (201140)', 'ATP9B (374868)', 'SLC7A6 (9057)', 'FBXO43 (286151)', 'SDAD1 (55153)', 'HDHD5 (27440)', 'DPP3 (10072)', 'LINGO2 (158038)', 'MGP (4256)', 'GPR19 (2842)', 'COL16A1 (1307)', 'SP4 (6671)', 'GZMA (3001)', 'CSDE1 (7812)', 'CLCN7 (1186)', 'WDR55 (54853)', 'FAM110B (90362)', 'CCDC17 (149483)', 'OR4K14 (122740)', 'SPIN1 (10927)', 'BMP2 (650)', 'KRIT1 (889)', 'BIK (638)', 'ACCSL (390110)', 'PAM16 (51025)', 'OTULIN (90268)', 'GAREM1 (64762)', 'BAIAP2 (10458)', 'SPATA4 (132851)', 'TRIM55 (84675)', 'HELT (391723)', 'ARHGEF35 (445328)', 'EMILIN2 (84034)', 'COMMD3 (23412)', 'PPP1R37 (284352)', 'BABAM2 (9577)', 'NRBP2 (340371)', 'TMEM199 (147007)', 'SNX24 (28966)', 'GRM2 (2912)', 'XYLB (9942)', 'NRK (203447)', 'TRPC1 (7220)', 'SLC37A1 (54020)', 'H4C9 (8294)', 'QRFP (347148)', 'VPS26B (112936)', 'CYP51A1 (1595)', 'LRRIQ4 (344657)', 'BLM (641)', 'UTS2 (10911)', 'ENDOU (8909)', 'GPR108 (56927)', 'PGBD1 (84547)', 'CHAD (1101)', 'C1QTNF3 (114899)', 'JUN (3725)', 'OR1D5 (8386)', 'LRRK1 (79705)', 'IFIH1 (64135)', 'ERO1B (56605)', 'ECE1 (1889)', 'CCDC89 (220388)', 'C6 (729)', 'SEPTIN4 (5414)', 'OR51E2 (81285)', 'HIF1A (3091)', 'MRC2 (9902)', 'CACNG5 (27091)', 'TECRL (253017)', 'DDN (23109)', 'NDUFS3 (4722)', 'LOXL1 (4016)', 'CARD19 (84270)', 'SETDB1 (9869)', 'SLC25A29 (123096)', 'C16orf82 (162083)', 'SAA4 (6291)', 'NDUFAF2 (91942)', 'HSD17B1 (3292)', 'PHACTR4 (65979)', 'C9orf40 (55071)', 'COA5 (493753)', 'MEF2C (4208)', 'FAM83C (128876)', 'FAM53B (9679)', 'LCE4A (199834)', 'ILF3 (3609)', 'PATE1 (160065)', 'PET100 (100131801)', 'SOX4 (6659)', 'EXO1 (9156)', 'LMOD1 (25802)', 'TLNRD1 (59274)', 'GSX2 (170825)', 'MYO15B (80022)', 'PMAIP1 (5366)', 'LPL (4023)', 'AKAP17A (8227)', 'MIS18BP1 (55320)', 'C15orf40 (123207)', 'OSBPL2 (9885)', 'BNIP5 (389384)', 'PRRT1 (80863)', 'FAM237A (200726)', 'ENO2 (2026)', 'NR2F1 (7025)', 'FAM117B (150864)', 'KRT80 (144501)', 'FAM227A (646851)', 'PDCD2 (5134)', 'APP (351)', 'ID3 (3399)', 'TMCO3 (55002)', 'C19orf73 (55150)', 'CDK11A (728642)', 'VWC2L (402117)', 'TNRC18 (84629)', 'GAB1 (2549)', 'ZAP70 (7535)', 'LONRF2 (164832)', 'APOC4 (346)', 'GATM (2628)', 'ANO8 (57719)', 'ATP1A1 (476)', 'ZC2HC1A (51101)', 'TMEM120A (83862)', 'TPD52L1 (7164)', 'SLC39A8 (64116)', 'SDR16C5 (195814)', 'MYL2 (4633)', 'GCG (2641)', 'UCMA (221044)', 'MAP2K2 (5605)', 'GPR61 (83873)', 'TMEM109 (79073)', 'C17orf64 (124773)', 'PPP3CC (5533)', 'PREB (10113)', 'EBPL (84650)', 'TMEM270 (135886)', 'TTC31 (64427)', 'POLR1A (25885)', 'SLC25A4 (291)', 'SKA3 (221150)', 'HIGD2B (123346)', 'SPRR2B (6701)', 'SLC25A16 (8034)', 'PLEK (5341)', 'LRRC59 (55379)', 'NT5DC4 (284958)', 'SLC38A3 (10991)', 'ZNF287 (57336)', 'HOGA1 (112817)', 'DNTTIP1 (116092)', 'CEBPA (1050)', 'ZNF432 (9668)', 'ENPP4 (22875)', 'PIK3C2A (5286)', 'FLACC1 (130540)', 'C8orf82 (414919)', 'RNF26 (79102)', 'TERF2IP (54386)', 'PPP2R1B (5519)', 'KRTAP5-5 (439915)', 'SPDL1 (54908)', 'ANG (283)', 'KNDC1 (85442)', 'PASK (23178)', 'FBN1 (2200)', 'TEX33 (339669)', 'PRSS50 (29122)', 'LGALS12 (85329)', 'OR4S2 (219431)', 'PDE6A (5145)', 'ZNF782 (158431)', 'CARNS1 (57571)', 'FRRS1L (23732)', 'RHOG (391)', 'AP4M1 (9179)', 'FAM160A1 (729830)', 'H2BC18 (440689)', 'ARFGAP3 (26286)', 'RFC5 (5985)', 'SLC28A2 (9153)', 'ARAP1 (116985)', 'TCP11L2 (255394)', 'FBXO36 (130888)', 'GAST (2520)', 'SCO2 (9997)', 'GTPBP8 (29083)', 'MPP5 (64398)', 'USP13 (8975)', 'LILRA1 (11024)', 'SYCP1 (6847)', 'ZNF43 (7594)', 'NPL (80896)', 'RIIAD1 (284485)', 'TMSB15A (11013)', 'ARSB (411)', 'NPW (283869)', 'IL12RB1 (3594)', 'TRIM47 (91107)', 'PIK3C2B (5287)', 'MAD2L2 (10459)', 'CASKIN1 (57524)', 'SMIM1 (388588)', 'TMEM177 (80775)', 'SPOCK3 (50859)', 'PTMS (5763)', 'DCHS1 (8642)', 'ZNF628 (89887)', 'EXOSC7 (23016)', 'BEST4 (266675)', 'PYY (5697)', 'TRIM41 (90933)', 'GNG3 (2785)', 'PTPN13 (5783)', 'MRTFA (57591)', 'FPGT (8790)', 'ZNF362 (149076)', 'HSPB2 (3316)', 'CTAGE8 (100142659)', 'ZNF718 (255403)', 'PML (5371)', 'PHF20 (51230)', 'NHLRC1 (378884)', 'PHF24 (23349)', 'FCHO1 (23149)', 'STK10 (6793)', 'VEGFC (7424)', 'NONO (4841)', 'RP1L1 (94137)', 'GRM1 (2911)', 'SEC24A (10802)', 'RAB4A (5867)', 'SLC35B1 (10237)', 'SMIM11B (102723553)', 'INAFM2 (100505573)', 'SASS6 (163786)', 'CCDC191 (57577)', 'TNP1 (7141)', 'POLR3K (51728)', 'OC90 (729330)', 'NALCN (259232)', 'STRA6 (64220)', 'GNAO1 (2775)', 'ENPP2 (5168)', 'NAA20 (51126)', 'SOWAHC (65124)', 'FDFT1 (2222)', 'KRTAP6-2 (337967)', 'OR10T2 (128360)', 'LAMA3 (3909)', 'ROR2 (4920)', 'MYH15 (22989)', 'GMNN (51053)', 'AL603764.2 (112577516)', 'SLC26A5 (375611)', 'SUMO2 (6613)', 'NUP153 (9972)', 'MTHFR (4524)', 'ACP2 (53)', 'THAP2 (83591)', 'ORMDL1 (94101)', 'CALCOCO2 (10241)', 'KLHL28 (54813)', 'C14orf28 (122525)', 'TTC29 (83894)', 'RECQL5 (9400)', 'SYT10 (341359)', 'DDX31 (64794)', 'SEH1L (81929)', 'CDKL2 (8999)', 'MIGA2 (84895)', 'TOE1 (114034)', 'UTP11 (51118)', 'F3 (2152)', 'CDCA5 (113130)', 'CFAP298 (56683)', 'ZNF195 (7748)', 'RTBDN (83546)', 'FAM156B (727866)', 'DUOXA2 (405753)', 'CHRM1 (1128)', 'GRAP2 (9402)', 'BPI (671)', 'CATIP (375307)', 'RELL2 (285613)', 'CCDC57 (284001)', 'DHX30 (22907)', 'RUFY1 (80230)', 'ODF3B (440836)', 'FBLN5 (10516)', 'GPR37L1 (9283)', 'KRTAP12-1 (353332)', 'NKX6-1 (4825)', 'PABPC1 (26986)', 'ZC3H7B (23264)', 'SMIM14 (201895)', 'RINL (126432)', 'NPHP1 (4867)', 'COPS7B (64708)', 'ID2 (3398)', 'CIAO2B (51647)', 'FHOD3 (80206)', 'C1QL2 (165257)', 'DISC1 (27185)', 'CALM3 (808)', 'RBP2 (5948)', 'BANK1 (55024)', 'PPFIA3 (8541)', 'C2CD2 (25966)', 'WNT8A (7478)', 'ERGIC1 (57222)', 'SLIT3 (6586)', 'RABEP1 (9135)', 'CBR1 (873)', 'OR10AG1 (282770)', 'ANTXR2 (118429)', 'SERTAD2 (9792)', 'OR1N1 (138883)', 'AVP (551)', 'MET (4233)', 'ZNF571 (51276)', 'VTN (7448)', 'SEPTIN7 (989)', 'QSOX1 (5768)', 'MMP15 (4324)', 'ZMYND10 (51364)', 'SCAMP3 (10067)', 'MBL2 (4153)', 'KLHL31 (401265)', 'WDHD1 (11169)', 'USP17L3 (645836)', 'TNNI2 (7136)', 'PRPH (5630)', 'DYRK4 (8798)', 'CLCA4 (22802)', 'TBC1D25 (4943)', 'SLC16A3 (9123)', 'ZNF438 (220929)', 'UBOX5 (22888)', 'SRGAP2 (23380)', 'CYB5B (80777)', 'PIGQ (9091)', 'UBA1 (7317)', 'TCEAL2 (140597)', 'MAPK8IP1 (9479)', 'NUP42 (11097)', 'TWIST2 (117581)', 'CBLIF (2694)', 'RDH12 (145226)', 'CCL3L3 (414062)', 'TRIM31 (11074)', 'BEST2 (54831)', 'RAI14 (26064)', 'CCNC (892)', 'USP12 (219333)', 'OR10H3 (26532)', 'FOXL2 (668)', 'OR2L13 (284521)', 'EMP3 (2014)', 'MARCHF1 (55016)', 'CTAG2 (30848)', 'SLC25A2 (83884)', 'DOCK10 (55619)', 'PRUNE2 (158471)', 'RNF133 (168433)', 'FRMPD2 (143162)', 'KLHDC8A (55220)', 'CFD (1675)', 'ZNF705E (100131539)', 'TPRX1 (284355)', 'ZBTB12 (221527)', 'KRTAP10-4 (386672)', 'SPATA31D3 (389762)', 'VCL (7414)', 'MYO16 (23026)', 'OTOF (9381)', 'OR5M11 (219487)', 'ITGA2B (3674)', 'CHST9 (83539)', 'GPR32 (2854)', 'WASF1 (8936)', 'KEAP1 (9817)', 'MBOAT1 (154141)', 'FAM200B (285550)', 'CERK (64781)', 'FRMD4B (23150)', 'CNTNAP5 (129684)', 'CALCOCO1 (57658)', 'ADAM21 (8747)', 'PIK3R4 (30849)', 'MGAT4D (152586)', 'APLF (200558)', 'IL1RAP (3556)', 'CAPG (822)', 'CYTH1 (9267)', 'PRIM2 (5558)', 'NUTM2F (54754)', 'OR5M3 (219482)', 'LSM1 (27257)', 'HDX (139324)', 'SLC7A6OS (84138)', 'BCL2L15 (440603)', 'NCR1 (9437)', 'CALHM4 (221301)', 'MMGT1 (93380)', 'PCDHA6 (56142)', 'CPTP (80772)', 'METTL17 (64745)', 'TMEM175 (84286)', 'CELA3B (23436)', 'BARD1 (580)', 'CHRDL2 (25884)', 'PCBP3 (54039)', 'RBM42 (79171)', 'VWA8 (23078)', 'OR4B1 (119765)', 'AP1G2 (8906)', 'AC069544.2 (100421372)', 'ALOX12 (239)', 'STMN3 (50861)', 'OAZ1 (4946)', 'NOBOX (135935)', 'ADAT1 (23536)', 'KRT23 (25984)', 'HOXA2 (3199)', 'TEP1 (7011)', 'VPS9D1 (9605)', 'MEIOB (254528)', 'EPB41 (2035)', 'PHB (5245)', 'TMED10 (10972)', 'H1-2 (3006)', 'INHBB (3625)', 'ZNF211 (10520)', 'SLC35F1 (222553)', 'RBM20 (282996)', 'MXD3 (83463)', 'PVRIG (79037)', 'FRMPD3 (84443)', 'NCSTN (23385)', 'PITHD1 (57095)', 'FAM133B (257415)', 'HAO2 (51179)', 'MVD (4597)', 'ZNF461 (92283)', 'SCARB1 (949)', 'MKI67 (4288)', 'RNF130 (55819)', 'PRDM8 (56978)', 'C8orf58 (541565)', 'DKK4 (27121)', 'TGM7 (116179)', 'HES7 (84667)', 'AFDN (4301)', 'SARNP (84324)', 'CDS1 (1040)', 'LRRC37A2 (474170)', 'LAMTOR2 (28956)', 'CSTB (1476)', 'TNFRSF13C (115650)', 'TIGIT (201633)', 'RNASE13 (440163)', 'DNAJB7 (150353)', 'PSMD12 (5718)', 'NKX2-5 (1482)', 'PEX13 (5194)', 'SEPTIN9 (10801)', 'COL6A1 (1291)', 'HELZ2 (85441)', 'SLC29A3 (55315)', 'CERS6 (253782)', 'PNMA1 (9240)', 'RNF207 (388591)', 'NLGN3 (54413)', 'FXR1 (8087)', 'PLAGL2 (5326)', 'SERPINA1 (5265)', 'PPP1R3F (89801)', 'CNOT4 (4850)', 'CDK5R2 (8941)', 'FMN1 (342184)', 'TMEM108 (66000)', 'CLRN2 (645104)', 'STX10 (8677)', 'PLK1 (5347)', 'LRG1 (116844)', 'LYSMD3 (116068)', 'GALNT9 (50614)', 'WDR35 (57539)', 'RNF223 (401934)', 'STIMATE-MUSTN1 (100526772)', 'EFCAB14 (9813)', 'TRIM69 (140691)', 'MROH8 (140699)', 'VCY (9084)', 'SMARCE1 (6605)', 'SIGLEC5 (8778)', 'PC (5091)', 'AGAP9 (642517)', 'RAB3A (5864)', 'PSPH (5723)', 'AP000812.4 (220074)', 'BICDL1 (92558)', 'PSMB3 (5691)', 'RCBTB1 (55213)', 'ZC4H2 (55906)', 'HLX (3142)', 'FAM135A (57579)', 'COLQ (8292)', 'TMEM202 (338949)', 'ZNF580 (51157)', 'GANC (2595)', 'BMP3 (651)', 'PRKCZ (5590)', 'TBC1D14 (57533)', 'GSAP (54103)', 'TBC1D13 (54662)', 'BRSK1 (84446)', 'SLC45A1 (50651)', 'ATP5ME (521)', 'ZNF600 (162966)', 'AP2B1 (163)', 'MVB12A (93343)', 'TAFA5 (25817)', 'RNLS (55328)', 'PEPD (5184)', 'PHAX (51808)', 'STAG3 (10734)', 'MPPED2 (744)', 'FAM98A (25940)', 'USP45 (85015)', 'CMBL (134147)', 'PPP3R2 (5535)', 'CST7 (8530)', 'C16orf72 (29035)', 'SYCP3 (50511)', 'FAM78B (149297)', 'NUDT11 (55190)', 'NPSR1 (387129)', 'CATSPERB (79820)', 'BPY2C (442868)', 'NRXN1 (9378)', 'VSIG10 (54621)', 'DENND3 (22898)', 'OTOP3 (347741)', 'USP17L22 (100287513)', 'CCDC160 (347475)', 'TAS2R31 (259290)', 'ANGEL1 (23357)', 'SLFN12L (100506736)', 'ACADSB (36)', 'NAALAD2 (10003)', 'ZNF805 (390980)', 'FAM83G (644815)', 'BPIFA2 (140683)', 'ANKRD52 (283373)', 'TRIM59 (286827)', 'PPP1R16B (26051)', 'EXOSC10 (5394)', 'USP14 (9097)', 'TEKT3 (64518)', 'TTLL9 (164395)', 'DAZL (1618)', 'ZSCAN30 (100101467)', 'GUCA2A (2980)', 'TMCO1 (54499)', 'WDR17 (116966)', 'SPTLC2 (9517)', 'THSD4 (79875)', 'PLEKHG1 (57480)', 'GPBP1L1 (60313)', 'UVSSA (57654)', 'NOD2 (64127)', 'BAMBI (25805)', 'CYP2A13 (1553)', 'TLK1 (9874)', 'PEBP4 (157310)', 'SLC6A16 (28968)', 'TBX19 (9095)', 'FXYD7 (53822)', 'DDX23 (9416)', 'SPAG11A (653423)', 'MCM9 (254394)', 'FNBP1L (54874)', 'OR8D4 (338662)', 'C6orf89 (221477)', 'OR2M7 (391196)', 'TFAP2C (7022)', 'CD59 (966)', 'SLC23A1 (9963)', 'CEP164 (22897)', 'UBAP1 (51271)', 'H3C10 (8357)', 'ATP4B (496)', 'IPO9 (55705)', 'DSG2 (1829)', 'TP53I3 (9540)', 'EMX1 (2016)', 'NUP210L (91181)', 'ZNF606 (80095)', 'PRR23D2 (100133251)', 'PLAC8 (51316)', 'CARD16 (114769)', 'OR2M3 (127062)', 'SLC39A6 (25800)', 'ZFP91 (80829)', 'RIPOR1 (79567)', 'C10orf95 (79946)', 'PODXL (5420)', 'SZRD1 (26099)', 'SUB1 (10923)', 'CDC25C (995)', 'SLC35D3 (340146)', 'SKP2 (6502)', 'CCNL1 (57018)', 'EIF2S3 (1968)', 'LGALS14 (56891)', 'CDY2A (9426)', 'FAM180B (399888)', 'DEPDC7 (91614)', 'CPT1A (1374)', 'DCAF13 (25879)', 'PEX5L (51555)', 'TMEM95 (339168)', 'NBPF1 (55672)', 'CTSH (1512)', 'MAST4 (375449)', 'OSBPL10 (114884)', 'BRSK2 (9024)', 'UAP1L1 (91373)', 'CD2AP (23607)', 'OR6B2 (389090)', 'ACER3 (55331)', 'CREB3L1 (90993)', 'GGT7 (2686)', 'LGALS2 (3957)', 'PPIL2 (23759)', 'FAM24B (196792)', 'EMILIN3 (90187)', 'HDAC5 (10014)', 'ALKBH6 (84964)', 'DERA (51071)', 'CYP4A11 (1579)', 'RHOH (399)', 'TRIM37 (4591)', 'APOC3 (345)', 'ABCE1 (6059)', 'TMPRSS4 (56649)', 'RPS28 (6234)', 'THEGL (100506564)', 'UGT8 (7368)', 'RIPPLY1 (92129)', 'GAA (2548)', 'TNNI1 (7135)', 'PMPCA (23203)', 'PCP2 (126006)', 'MYL7 (58498)', 'AGPAT4 (56895)', 'SAA1 (6288)', 'PMS1 (5378)', 'SETD4 (54093)', 'NXF2 (56001)', 'GPATCH4 (54865)', 'OVOL1 (5017)', 'DCUN1D2 (55208)', 'RSU1 (6251)', 'MPPED1 (758)', 'OR2H1 (26716)', 'DIRAS1 (148252)', 'DET1 (55070)', 'RNF135 (84282)', 'MRPL30 (51263)', 'BCAN (63827)', 'CCER2 (643669)', 'AASDH (132949)', 'SPECC1 (92521)', 'KLF7 (8609)', 'KCNH5 (27133)', 'PRDM11 (56981)', 'MED13L (23389)', 'ZFP36 (7538)', 'IFFO2 (126917)', 'GNS (2799)', 'DYNLT1 (6993)', 'MSANTD3-TMEFF1 (100526694)', 'NABP1 (64859)', 'GDF10 (2662)', 'INTS11 (54973)', 'GMEB1 (10691)', 'JCAD (57608)', 'CAD (790)', 'AARD (441376)', 'PSMC1 (5700)', 'NMT1 (4836)', 'BAG6 (7917)', 'FNDC1 (84624)', 'MESP1 (55897)', 'ITGB3 (3690)', 'GABRB2 (2561)', 'SLC15A1 (6564)', 'LYL1 (4066)', 'C4BPB (725)', 'TPTE2 (93492)', 'ABHD18 (80167)', 'CLDN34 (100288814)', 'CENPQ (55166)', 'PPP2R1A (5518)', 'ZNF239 (8187)', 'SPRED2 (200734)', 'KCTD7 (154881)', 'ZNF8 (7554)', 'FUZ (80199)', 'KIF4B (285643)', 'LTB4R (1241)', 'RBP1 (5947)', 'NRG2 (9542)', 'SCN10A (6336)', 'PCDHGA1 (56114)', 'PZP (5858)', 'KCNK18 (338567)', 'VHLL (391104)', 'ABCD1 (215)', 'PTGS2 (5743)', 'KLF3 (51274)', 'CLIC5 (53405)', 'NUMBL (9253)', 'G3BP2 (9908)', 'HACD1 (9200)', 'FAM171A2 (284069)', 'TMEM80 (283232)', 'SH2D1B (117157)', 'CHCHD10 (400916)', 'CCSER2 (54462)', 'TMEM106C (79022)', 'PGLYRP2 (114770)', 'FAM89A (375061)', 'TCEA3 (6920)', 'ERMAP (114625)', 'WARS1 (7453)', 'ACKR1 (2532)', 'CTXND1 (100996492)', 'CAMSAP3 (57662)', 'CT45A6 (541465)', 'PKP1 (5317)', 'DYNLL1 (8655)', 'SAMD10 (140700)', 'CD7 (924)', 'WNT16 (51384)', 'ZNF674 (641339)', 'MBTPS1 (8720)', 'H4C7 (8369)', 'RBM39 (9584)', 'STRA8 (346673)', 'BMPR2 (659)', 'PQBP1 (10084)', 'TMEM231 (79583)', 'RBMS2 (5939)', 'GPAT3 (84803)', 'TMEM171 (134285)', 'HSPA1L (3305)', 'CT45A5 (441521)', 'RRP36 (88745)', 'HCCS (3052)', 'CACTIN (58509)', 'ATP8B3 (148229)', 'MYCN (4613)', 'AK4 (205)', 'COMMD6 (170622)', 'PRDM6 (93166)', 'PSTPIP2 (9050)', 'KRTAP12-2 (353323)', 'PSG11 (5680)', 'SETD5 (55209)', 'MOCS2 (4338)', 'FRAS1 (80144)', 'PDCL (5082)', 'PREP (5550)', 'GASK1A (729085)', 'CFAP44 (55779)', 'RPL35A (6165)', 'MELK (9833)', 'RBM18 (92400)', 'CD84 (8832)', 'COPE (11316)', 'BCAS2 (10286)', 'ZNF224 (7767)', 'ACTRT2 (140625)', 'SPAG17 (200162)', 'KLRG2 (346689)', 'UGT2B7 (7364)', 'LMNB1 (4001)', 'NQO2 (4835)', 'TTL (150465)', 'BCL10 (8915)', 'EGLN1 (54583)', 'NCR3 (259197)', 'MYO1B (4430)', 'SGO2 (151246)', 'KANK3 (256949)', 'GIPC3 (126326)', 'RNASE11 (122651)', 'PTH1R (5745)', 'TTC32 (130502)', 'STK16 (8576)', 'METTL9 (51108)', 'NBPF11 (200030)', 'FUBP1 (8880)', 'STAB1 (23166)', 'HCST (10870)', 'GPKOW (27238)', 'ARHGAP24 (83478)', 'TPRA1 (131601)', 'TMTC3 (160418)', 'BNC2 (54796)', 'DGCR8 (54487)', 'ZCCHC9 (84240)', 'SMCO4 (56935)', 'IER5 (51278)', 'NFATC2IP (84901)', 'ASIC3 (9311)', 'ZNF138 (7697)', 'KRTAP19-2 (337969)', 'LKAAEAR1 (198437)', 'PAEP (5047)', 'TMEM121B (27439)', 'CLTB (1212)', 'SPATA31E1 (286234)', 'GPAT2 (150763)', 'ENTPD1 (953)', 'SRGN (5552)', 'ZWINT (11130)', 'CLRN3 (119467)', 'TINAGL1 (64129)', 'P2RY4 (5030)', 'PCDHAC1 (56135)', 'PDK1 (5163)', 'SIGIRR (59307)', 'RBMXL3 (139804)', 'NEDD9 (4739)', 'PDE10A (10846)', 'ADRA1A (148)', 'FAM167A (83648)', 'AMPD2 (271)', 'ZNF251 (90987)', 'DLX5 (1749)', 'UGT2A3 (79799)', 'SHANK2 (22941)', 'CATSPERE (257044)', 'PCDHGA7 (56108)', 'GARRE1 (9710)', 'PLEKHH2 (130271)', 'DNAH9 (1770)', 'PALM2AKAP2 (445815)', 'FAM72B (653820)', 'FOXD1 (2297)', 'KIF1A (547)', 'PTTG1 (9232)', 'TP53INP2 (58476)', 'WBP1L (54838)', 'PPIL6 (285755)', 'PARP1 (142)', 'MROH6 (642475)', 'PRH2 (5555)', 'PLD1 (5337)', 'SHC2 (25759)', 'HOOK1 (51361)', 'YWHAE (7531)', 'RAB11FIP5 (26056)', 'ZIC5 (85416)', 'TLCD3B (83723)', 'SPATA33 (124045)', 'OR4F21 (441308)', 'RIMS2 (9699)', 'DDX39B (7919)', 'CEBPZOS (100505876)', 'SPATA31A5 (727905)', 'OR13C2 (392376)', 'ZNHIT1 (10467)', 'UPP1 (7378)', 'ELP1 (8518)', 'RRP1B (23076)', 'LACC1 (144811)', 'TUT7 (79670)', 'DCAF4 (26094)', 'RNF6 (6049)', 'RUSC1 (23623)', 'NKAIN1 (79570)', 'WASHC4 (23325)', 'SLC25A19 (60386)', 'CSNK1D (1453)', 'EIF2AK1 (27102)', 'PROSER2 (254427)', 'PHYHD1 (254295)', 'BLOC1S4 (55330)', 'TMEM242 (729515)', 'ACTL6B (51412)', 'TEX45 (374877)', 'SLC26A6 (65010)', 'BST2 (684)', 'TUBA8 (51807)', 'AKR1C8P (340811)', 'CSAG3 (389903)', 'ESRRG (2104)', 'COX7B (1349)', 'YIF1B (90522)', 'SLC30A7 (148867)', 'HPS1 (3257)', 'RAMAC (83640)', 'CDC42EP4 (23580)', 'MT-ND6 (4541)', 'PERCC1 (105371045)', 'TOPBP1 (11073)', 'DEFB104B (503618)', 'GALNT13 (114805)', 'ROBO4 (54538)', 'CD226 (10666)', 'RUFY3 (22902)', 'DCAF5 (8816)', 'TET1 (80312)', 'ARRB1 (408)', 'CLEC18A (348174)', 'U2SURP (23350)', 'MSMP (692094)', 'DVL2 (1856)', 'SUN1 (23353)', 'CBX4 (8535)', 'ACACA (31)', 'EIF2A (83939)', 'MTMR12 (54545)', 'ANKRD33 (341405)', 'RBFOX1 (54715)', 'AURKAIP1 (54998)', 'VOPP1 (81552)', 'ZNF496 (84838)', 'PPP1R2 (5504)', 'OR10S1 (219873)', 'PKP2 (5318)', 'STK32A (202374)', 'GPN3 (51184)', 'IL1A (3552)', 'IGFL4 (444882)', 'OVCH2 (341277)', 'EMG1 (10436)', 'OTUD4 (54726)', 'TAS2R14 (50840)', 'NME1-NME2 (654364)', 'FGD1 (2245)', 'SMPDL3B (27293)', 'KLF2 (10365)', 'ADSL (158)', 'POU4F2 (5458)', 'TMEM141 (85014)', 'MNX1 (3110)', 'C11orf42 (160298)', 'PGAP6 (58986)', 'POLR1G (10849)', 'FAM161B (145483)', 'SIMC1 (375484)', 'ZNF511 (118472)', 'GPR63 (81491)', 'DNAJC15 (29103)', 'PIGK (10026)', 'PRMT3 (10196)', 'SYN1 (6853)', 'RANBP9 (10048)', 'TESMIN (9633)', 'NXN (64359)', 'CBLN1 (869)', 'TBL1X (6907)', 'TYR (7299)', 'NCAPD2 (9918)', 'GZMK (3003)', 'GNAZ (2781)', 'SCGB1A1 (7356)', 'TSSK3 (81629)', 'TCTE1 (202500)', 'ARRDC5 (645432)', 'GNAS (2778)', 'KIAA1841 (84542)', 'TEX30 (93081)', 'RRAGA (10670)', 'BAZ1B (9031)', 'LAMC3 (10319)', 'MTSS1 (9788)', 'OLFM1 (10439)', 'EVC (2121)', 'FAM50B (26240)', 'MYOG (4656)', 'C11orf80 (79703)', 'SATB1 (6304)', 'MT-ND4 (4538)', 'ZNF879 (345462)', 'OBI1 (79596)', 'C20orf194 (25943)', 'RASA2 (5922)', 'KCNJ12 (3768)', 'PSAPL1 (768239)', 'NATD1 (256302)', 'INHBA (3624)', 'NOS1 (4842)', 'HIBCH (26275)', 'RANGAP1 (5905)', 'CCL1 (6346)', 'ELOVL4 (6785)', 'HPGD (3248)', 'GCNT3 (9245)', 'ENKD1 (84080)', 'NPTXR (23467)', 'EP300 (2033)', 'ZAR1L (646799)', 'C18orf63 (644041)', 'ALS2 (57679)', 'RNPEP (6051)', 'DRC7 (84229)', 'RAB5IF (55969)', 'CEP78 (84131)', 'SCLT1 (132320)', 'CFI (3426)', 'SLC41A1 (254428)', 'NFIC (4782)', 'RMC1 (29919)', 'TUBA3D (113457)', 'POGLUT2 (79070)', 'FBXO8 (26269)', 'RANBP1 (5902)', 'OCIAD2 (132299)', 'ADAMTSL2 (9719)', 'HAUS5 (23354)', 'SNRNP200 (23020)', 'CEP44 (80817)', 'GAPVD1 (26130)', 'B2M (567)', 'BPIFB6 (128859)', 'YWHAG (7532)', 'TCL1A (8115)', 'OTOR (56914)', 'RIN3 (79890)', 'HSD17B2 (3294)', 'AHCYL2 (23382)', 'TMEM86A (144110)', 'ZNF594 (84622)', 'NDUFA2 (4695)', 'STATH (6779)', 'ANO3 (63982)', 'ALKBH5 (54890)', 'CXCL3 (2921)', 'NPAS4 (266743)', 'RNASEH2B (79621)', 'FXYD2 (486)', 'RBMY1J (378951)', 'GOLGA6B (55889)', 'LY75 (4065)', 'DYNC2LI1 (51626)', 'STX7 (8417)', 'CRHR1 (1394)', 'PNPLA1 (285848)', 'SLC6A18 (348932)', 'FASN (2194)', 'CCDC74B (91409)', 'SENP2 (59343)', 'PPP1R13L (10848)', 'PPP2R5D (5528)', 'DQX1 (165545)', 'BBS4 (585)', 'ZNF837 (116412)', 'DGKI (9162)', 'ALAS2 (212)', 'ZFP1 (162239)', 'NICN1 (84276)', 'F2R (2149)', 'CCNT1 (904)', 'ROPN1B (152015)', 'TLE2 (7089)', 'MTMR3 (8897)', 'POLE (5426)', 'NPS (594857)', 'HK2 (3099)', 'CCRL2 (9034)', 'CATSPERG (57828)', 'BUD31 (8896)', 'PHTF1 (10745)', 'OR7A10 (390892)', 'TMED7 (51014)', 'KRT28 (162605)', 'HNRNPCL1 (343069)', 'CWC22 (57703)', 'ZNF573 (126231)', 'NME7 (29922)', 'CTDSP1 (58190)', 'DCLK2 (166614)', 'FZD2 (2535)', 'LGALS13 (29124)', 'FRAT2 (23401)', 'ANKRD42 (338699)', 'MEI1 (150365)', 'WASHC2A (387680)', 'AMY1A (276)', 'AL845331.1 (100509620)', 'STAP2 (55620)', 'SRPRA (6734)', 'MAGEB18 (286514)', 'ANXA2 (302)', 'PHF12 (57649)', 'PGAM5 (192111)', 'CCDC88B (283234)', 'OOSP2 (219990)', 'PEBP1 (5037)', 'C1GALT1C1 (29071)', 'ZNF717 (100131827)', 'CETN3 (1070)', 'TENT4A (11044)', 'PPP2R2C (5522)', 'LSM2 (57819)', 'CXCL2 (2920)', 'BMPER (168667)', 'GSS (2937)', 'FGF20 (26281)', 'BBX (56987)', 'S100A1 (6271)', 'PRL (5617)', 'ARID3C (138715)', 'DDX6 (1656)', 'TBC1D3G (101060321)', 'ZNF114 (163071)', 'TSPYL2 (64061)', 'SUFU (51684)', 'FAM181A (90050)', 'MLXIPL (51085)', 'SPZ1 (84654)', 'ADGRA2 (25960)', 'TRIM49D2 (729384)', 'PLEKHH1 (57475)', 'CLK4 (57396)', 'ZNF347 (84671)', 'MAGEA12 (4111)', 'CCL23 (6368)', 'RNF128 (79589)', 'FUNDC2 (65991)', 'C8orf44-SGK3 (100533105)', 'C19orf53 (28974)', 'TFR2 (7036)', 'F8 (2157)', 'RPS2 (6187)', 'DBR1 (51163)', 'TICAM2 (353376)', 'FGD2 (221472)', 'SLITRK4 (139065)', 'IMPA1 (3612)', 'DNASE1 (1773)', 'RAB6C (84084)', 'C10orf143 (387723)', 'PEX3 (8504)', 'GNB1L (54584)', 'ZNF165 (7718)', 'WDFY4 (57705)', 'MTCP1 (4515)', 'C1orf87 (127795)', 'TUBB2B (347733)', 'ITGB1 (3688)', 'GH1 (2688)', 'NUFIP1 (26747)', 'CYYR1 (116159)', 'ME2 (4200)', 'RGCC (28984)', 'SF3B6 (51639)', 'SLC17A1 (6568)', 'ABI3BP (25890)', 'GNB2 (2783)', 'METAP2 (10988)', 'CD37 (951)', 'ASCC2 (84164)', 'HIF3A (64344)', 'NLRP9 (338321)', 'SPATA31A7 (26165)', 'GRPR (2925)', 'AKAP1 (8165)', 'RAD51C (5889)', 'TPSB2 (64499)', 'DOCK1 (1793)', 'C16orf90 (646174)', 'FGF17 (8822)', 'STX8 (9482)', 'ADNP2 (22850)', 'RTP3 (83597)', 'ELAVL2 (1993)', 'MTMR14 (64419)', 'ALG12 (79087)', 'IL7 (3574)', 'LAMC1 (3915)', 'ALDH1L2 (160428)', 'KRTAP19-6 (337973)', 'DOK5 (55816)', 'SLC4A4 (8671)', 'MARCHF9 (92979)', 'CERS5 (91012)', 'ZNF839 (55778)', 'RAB11FIP3 (9727)', 'L3MBTL2 (83746)', 'TSPAN3 (10099)', 'FOS (2353)', 'DYNC1H1 (1778)', 'LIME1 (54923)', 'OSBPL7 (114881)', 'POTEI (653269)', 'CARD14 (79092)', 'HMCN1 (83872)', 'CKS2 (1164)', 'FAM90A26 (100287045)', 'PLIN4 (729359)', 'CRTC1 (23373)', 'TM2D2 (83877)', 'NUTM2A (728118)', 'TMEM211 (255349)', 'POP7 (10248)', 'HOXD10 (3236)', 'EIF4E (1977)', 'ZNF225 (7768)', 'PRSS27 (83886)', 'DEFB124 (245937)', 'UBE2S (27338)', 'POLD3 (10714)', 'RBBP5 (5929)', 'CELF2 (10659)', 'SLAMF9 (89886)', 'LGALS1 (3956)', 'KSR2 (283455)', 'RABEP2 (79874)', 'POLR3C (10623)', 'ENO4 (387712)', 'IL18 (3606)', 'CCNG2 (901)', 'CRX (1406)', 'PICK1 (9463)', 'ANXA5 (308)', 'TAS2R46 (259292)', 'MED6 (10001)', 'SLC25A39 (51629)', 'SNED1 (25992)', 'GOLGA8Q (727909)', 'PRR20G (100419008)', 'OR51G2 (81282)', 'MZB1 (51237)', 'QTRT1 (81890)', 'CENPS-CORT (100526739)', 'UBL7 (84993)', 'OGA (10724)', 'DENND6B (414918)', 'PDE4B (5142)', 'TRIM71 (131405)', 'LRRN3 (54674)', 'RAC1 (5879)', 'TMSB10 (9168)', 'TCAF2 (285966)', 'PRSS36 (146547)', 'TEX13B (56156)', 'OR2C1 (4993)', 'TGFA (7039)', 'MAP3K7 (6885)', 'UGT2B11 (10720)', 'ANKRD31 (256006)', 'LBH (81606)', 'FGD5 (152273)', 'ZNF700 (90592)', 'PRAMEF33 (645382)', 'GLT6D1 (360203)', 'LUZP2 (338645)', 'BHLHB9 (80823)', 'SMIM38 (107984345)', 'ZNF442 (79973)', 'NR3C1 (2908)', 'STEAP4 (79689)', 'LCP1 (3936)', 'LMX1B (4010)', 'AKAP4 (8852)', 'SPCS1 (28972)', 'TDRD5 (163589)', 'C16orf70 (80262)', 'ISLR (3671)', 'CLEC4F (165530)', 'TMEM207 (131920)', 'CCDC158 (339965)', 'TBC1D12 (23232)', 'RPL13A (23521)', 'CHST6 (4166)', 'IGFL1 (374918)', 'RNF13 (11342)', 'INO80 (54617)', 'EFCAB12 (90288)', 'PRPF18 (8559)', 'SNRNP35 (11066)', 'BCL2L2-PABPN1 (100529063)', 'PDZK1 (5174)', 'GLRX3 (10539)', 'NF2 (4771)', 'TPCN1 (53373)', 'FAM25C (644054)', 'COL17A1 (1308)', 'BTBD2 (55643)', 'EPHX3 (79852)', 'TEPP (374739)', 'SMAD2 (4087)', 'CSF1 (1435)', 'C6orf118 (168090)', 'PSMB11 (122706)', 'SNRK (54861)', 'CSF2 (1437)', 'MOCOS (55034)', 'SHH (6469)', 'CST6 (1474)', 'TNFAIP3 (7128)', 'VANGL2 (57216)', 'CNNM3 (26505)', 'NDUFS7 (374291)', 'TRIM64C (646754)', 'IPMK (253430)', 'ACSF3 (197322)', 'LIMS1 (3987)', 'CCDC91 (55297)', 'SMIM18 (100507341)', 'GP1BA (2811)', 'TMEM222 (84065)', 'MAPKAP1 (79109)', 'RFPL4AL1 (729974)', 'GRM4 (2914)', 'GNG11 (2791)', 'YARS1 (8565)', 'SHISAL1 (85352)', 'SRPK2 (6733)', 'VAT1L (57687)', 'GTF2B (2959)', 'HOXD11 (3237)', 'RAB2B (84932)', 'TMEM35B (100506144)', 'DLG3 (1741)', 'SLC39A11 (201266)', 'METTL5 (29081)', 'ZNF202 (7753)', 'CLMP (79827)', 'LORICRIN (4014)', 'AFTPH (54812)', 'OR2AG2 (338755)', 'C2CD4C (126567)', 'PLPBP (11212)', 'HOXC11 (3227)', 'MS4A14 (84689)', 'CHRNA6 (8973)', 'APOLD1 (81575)', 'TMED2 (10959)', 'CRISPLD1 (83690)', 'PPP1R15A (23645)', 'DIABLO (56616)', 'ANKRD11 (29123)', 'BRINP1 (1620)', 'NADSYN1 (55191)', 'RPL8 (6132)', 'SLC25A51 (92014)', 'LPAR6 (10161)', 'FBXL7 (23194)', 'KRT81 (3887)', 'IKZF2 (22807)', 'SP7 (121340)', 'ACADVL (37)', 'OR4F5 (79501)', 'CCL17 (6361)', 'DBP (1628)', 'GJC3 (349149)', 'MMP8 (4317)', 'MED30 (90390)', 'NAT2 (10)', 'C5orf22 (55322)', 'SFXN1 (94081)', 'C2CD2L (9854)', 'WDR86 (349136)', 'NPIPB5 (100132247)', 'SLC24A1 (9187)', 'HSD11B1 (3290)', 'RPS19BP1 (91582)', 'ZNF160 (90338)', 'TMEM128 (85013)', 'BPHL (670)', 'SYT12 (91683)', 'MUC12 (10071)', 'MNAT1 (4331)', 'MFSD1 (64747)', 'PEDS1-UBE2V1 (387522)', 'HTRA2 (27429)', 'PCDH17 (27253)', 'GNRH2 (2797)', 'ZC3H4 (23211)', 'NEK6 (10783)', 'ING2 (3622)', 'MFSD5 (84975)', 'PYCR2 (29920)', 'AC008397.1 (729966)', 'PRKAA1 (5562)', 'SDHA (6389)', 'PRX (57716)', 'MAP4K2 (5871)', 'CCNA2 (890)', 'SBSPON (157869)', 'COQ10A (93058)', 'CHST4 (10164)', 'SP3 (6670)', 'RPL37 (6167)', 'APIP (51074)', 'S100A12 (6283)', 'ANKRD65 (441869)', 'ZNF76 (7629)', 'TRAPPC4 (51399)', 'BATF2 (116071)', 'PIGY (84992)', 'NHS (4810)', 'CLEC2L (154790)', 'LINGO3 (645191)', 'ANXA3 (306)', 'SPP2 (6694)', 'SLC39A3 (29985)', 'HRG (3273)', 'PLEKHG3 (26030)', 'PABPC1L2A (340529)', 'ASB8 (140461)', 'SYMPK (8189)', 'TRABD2A (129293)', 'C1orf131 (128061)', 'RFLNA (144347)', 'TSPO (706)', 'BPTF (2186)', 'ITPR2 (3709)', 'RSKR (124923)', 'GAP43 (2596)', 'WEE2 (494551)', 'SEMA3F (6405)', 'DNAH17 (8632)', 'MKLN1 (4289)', 'EGFL8 (80864)', 'HEPACAM2 (253012)', 'ZDHHC13 (54503)', 'COMMD3-BMI1 (100532731)', 'CHDH (55349)', 'PNPLA3 (80339)', 'GSKIP (51527)', 'NDUFAF7 (55471)', 'E2F4 (1874)', 'EIF4A3 (9775)', 'SPSB3 (90864)', 'EDIL3 (10085)', 'MLF2 (8079)', 'NR4A1 (3164)', 'PPP1R21 (129285)', 'SAMD4B (55095)', 'GPBP1 (65056)', 'ZEB1 (6935)', 'F5 (2153)', 'DDX5 (1655)', 'LMO4 (8543)', 'TEX19 (400629)', 'TMEM151B (441151)', 'AQP4 (361)', 'P2RY1 (5028)', 'GALC (2581)', 'GEN1 (348654)', 'ZBTB8B (728116)', 'MGST3 (4259)', 'CCDC185 (164127)', 'ACOT8 (10005)', 'ZNF711 (7552)', 'MEIOC (284071)', 'GALP (85569)', 'EIF4EBP3 (8637)', 'LRFN1 (57622)', 'TMEM116 (89894)', 'ZFAND5 (7763)', 'TACC3 (10460)', 'YIPF5 (81555)', 'FZD4 (8322)', 'THAP5 (168451)', 'UPRT (139596)', 'MCF2L (23263)', 'SAMD3 (154075)', 'INTS1 (26173)', 'ADARB1 (104)', 'TFPI (7035)', 'ACOT11 (26027)', 'SLITRK3 (22865)', 'SMIM10L1 (100129361)', 'MMP2 (4313)', 'TMC5 (79838)', 'MFSD8 (256471)', 'SLC2A5 (6518)', 'NTM (50863)', 'SERPING1 (710)', 'PCBD2 (84105)', 'ZBTB44 (29068)', 'SIL1 (64374)', 'URI1 (8725)', 'NEURL2 (140825)', 'NFE2 (4778)', 'FUT10 (84750)', 'GPSM1 (26086)', 'TEAD2 (8463)', 'CORIN (10699)', 'TNNI3K (51086)', 'TRIM61 (391712)', 'STRC (161497)', 'SYK (6850)', 'NSD1 (64324)', 'SMPD1 (6609)', 'PTP4A1 (7803)', 'POLM (27434)', 'TNFSF4 (7292)', 'WDR11 (55717)', 'U2AF1L5 (102724594)', 'DEFB127 (140850)', 'NSMCE2 (286053)', 'NPC1 (4864)', 'FAM126A (84668)', 'KYAT1 (883)', 'AAMDC (28971)', 'IL6ST (3572)', 'GALNT3 (2591)', 'DLG2 (1740)', 'TMEM237 (65062)', 'PDGFC (56034)', 'ANKRD20A1 (84210)', 'CLIC6 (54102)', 'PTPN21 (11099)', 'HSD17B12 (51144)', 'BHLHA15 (168620)', 'TCERG1 (10915)', 'SRP14 (6727)', 'PROX2 (283571)', 'AHCTF1 (25909)', 'MROH9 (80133)', 'RAMP2 (10266)', 'RNFT2 (84900)', 'PRMT1 (3276)', 'EVL (51466)', 'SPATS2 (65244)', 'FGFBP1 (9982)', 'EFR3A (23167)', 'YLPM1 (56252)', 'SLC26A7 (115111)', 'SLC25A31 (83447)', 'MRTO4 (51154)', 'FOXB2 (442425)', 'MPHOSPH9 (10198)', 'CAPZA2 (830)', 'EDC3 (80153)', 'TEX2 (55852)', 'FAM114A1 (92689)', 'PCYT2 (5833)', 'FASTK (10922)', 'MAGED2 (10916)', 'MR1 (3140)', 'FIBP (9158)', 'RPL21 (6144)', 'OR51F1 (256892)', 'RNASE8 (122665)', 'SRCIN1 (80725)', 'NME8 (51314)', 'SKP1 (6500)', 'MSANTD2 (79684)', 'SLC25A48 (153328)', 'SMIM26 (388789)', 'APOBEC3D (140564)', 'GSTA2 (2939)', 'PRRT2 (112476)', 'MAN2B2 (23324)', 'KCTD11 (147040)', 'LCK (3932)', 'PAN2 (9924)', 'TMEM205 (374882)', 'SLC22A24 (283238)', 'NSUN5 (55695)', 'LRRC4C (57689)', 'PRDX2 (7001)', 'DAZAP2 (9802)', 'TRIM50 (135892)', 'ASZ1 (136991)', 'MARVELD3 (91862)', 'VCPKMT (79609)', 'SRSF11 (9295)', 'GPR153 (387509)', 'JTB (10899)', 'PIP4K2C (79837)', 'AJM1 (389813)', 'H4C14 (8370)', 'TRIM32 (22954)', 'ASB7 (140460)', 'PRR3 (80742)', 'FOXE3 (2301)', 'ALPG (251)', 'KRTAP3-1 (83896)', 'LGI3 (203190)', 'PLOD3 (8985)', 'GFAP (2670)', 'TSPAN2 (10100)', 'ELOVL5 (60481)', 'KLF6 (1316)', 'WRAP53 (55135)', 'TNFRSF14 (8764)', 'AK5 (26289)', 'LSMEM1 (286006)', 'FAM83H (286077)', 'DGKB (1607)', 'TSPAN8 (7103)', 'TMEM204 (79652)', 'ZNF35 (7584)', 'ALG1L2 (644974)', 'IPO8 (10526)', 'LOXL4 (84171)', 'EFR3B (22979)', 'PSG2 (5670)', 'SMIM29 (221491)', 'GATD3B (102724023)', 'SHBG (6462)', 'BCKDHB (594)', 'NLN (57486)', 'UNC13A (23025)', 'DYTN (391475)', 'CD1E (913)', 'PDE8A (5151)', 'RBM7 (10179)', 'TUBGCP3 (10426)', 'CACNB3 (784)', 'MKNK2 (2872)', 'FNBP1 (23048)', 'DDI2 (84301)', 'DSC3 (1825)', 'DEFB4A (1673)', 'CITED1 (4435)', 'PILRA (29992)', 'NET1 (10276)', 'SFXN3 (81855)', 'RNASE12 (493901)', 'AMELX (265)', 'DRD3 (1814)', 'CTSV (1515)', 'OR52I1 (390037)', 'HOMER1 (9456)', 'WDFY1 (57590)', 'SALL4 (57167)', 'MRGPRX3 (117195)', 'EML4 (27436)', 'PHLDB3 (653583)', 'GPR119 (139760)', 'UBE2A (7319)', 'FOLR3 (2352)', 'NELL2 (4753)', 'HAPLN1 (1404)', 'ANO7 (50636)', 'CXorf51A (100129239)', 'GRK1 (6011)', 'SYCP2L (221711)', 'ZNF10 (7556)', 'TRIB3 (57761)', 'ERO1A (30001)', 'SERPINA11 (256394)', 'ASGR1 (432)', 'SLC7A8 (23428)', 'SYNE2 (23224)', 'ZSCAN21 (7589)', 'AFAP1L1 (134265)', 'ANKS4B (257629)', 'IFNA7 (3444)', 'SPAST (6683)', 'CDS2 (8760)', 'YAP1 (10413)', 'NMB (4828)', 'DEFB105B (504180)', 'TUSC1 (286319)', 'FLT3 (2322)', 'APOBEC3G (60489)', 'PTK2B (2185)', 'PCED1B (91523)', 'ZNF142 (7701)', 'CHCHD6 (84303)', 'SLC46A3 (283537)', 'TMEM273 (170371)', 'PITPNM1 (9600)', 'CPA4 (51200)', 'NIPAL4 (348938)', 'GAS7 (8522)', 'HMGA1 (3159)', 'SSNA1 (8636)', 'SYT7 (9066)', 'RPS4X (6191)', 'SPACA5 (389852)', 'PCLAF (9768)', 'RSPH4A (345895)', 'TLCD5 (219902)', 'MISP (126353)', 'NUDT22 (84304)', 'REXO4 (57109)', 'BCLAF3 (256643)', 'MT3 (4504)', 'MICAL3 (57553)', 'CENPA (1058)', 'ITIH3 (3699)', 'SERPINB1 (1992)', 'CDC45 (8318)', 'FICD (11153)', 'RAP2B (5912)', 'P2RY2 (5029)', 'AMELY (266)', 'OR2M2 (391194)', 'RAB27A (5873)', 'BCL11A (53335)', 'ZNF33A (7581)', 'TAPBP (6892)', 'HTR1A (3350)', 'PPP2CA (5515)', 'TNNT3 (7140)', 'ADK (132)', 'ADCY7 (113)', 'RETREG1 (54463)', 'TMEM170A (124491)', 'KRTAP7-1 (337878)', 'SLC35G1 (159371)', 'SLC4A7 (9497)', 'RGS4 (5999)', 'UCK1 (83549)', 'ASXL3 (80816)', 'BCL2L11 (10018)', 'SPRR2A (6700)', 'EHD3 (30845)', 'ZPBP2 (124626)', 'CCDC68 (80323)', 'ZNF184 (7738)', 'GFY (100507003)', 'HPX (3263)', 'HDGFL1 (154150)', 'CHD1 (1105)', 'HSFY1 (86614)', 'IL37 (27178)', 'LBX2 (85474)', 'UBA7 (7318)', 'SPIN2B (474343)', 'SMOX (54498)', 'TNNI3 (7137)', 'ELP3 (55140)', 'RNF150 (57484)', 'MOB3A (126308)', 'TOPAZ1 (375337)', 'MRPL51 (51258)', 'SPP1 (6696)', 'RDH16 (8608)', 'ZNF284 (342909)', 'ALDH1L1 (10840)', 'RTL6 (84247)', 'TMEM252 (169693)', 'CSPP1 (79848)', 'TRAPPC6B (122553)', 'C2CD4D (100191040)', 'CDIPT (10423)', 'POLR2H (5437)', 'CTNNB1 (1499)', 'MRM1 (79922)', 'ACADS (35)', 'TCIRG1 (10312)', 'ZDHHC7 (55625)', 'TXNL1 (9352)', 'NDUFS8 (4728)', 'FCF1 (51077)', 'MAD2L1BP (9587)', 'PARP6 (56965)', 'GC (2638)', 'TRIP13 (9319)', 'SUGCT (79783)', 'LSAMP (4045)', 'ARHGEF40 (55701)', 'CHMP3 (51652)', 'SSX2IP (117178)', 'RECQL4 (9401)', 'RIC1 (57589)', 'PAWR (5074)', 'NDC80 (10403)', 'PROC (5624)', 'VAMP8 (8673)', 'CCNB2 (9133)', 'ATXN7L2 (127002)', 'IRX4 (50805)', 'CADPS (8618)', 'ZRANB1 (54764)', 'KRTAP19-1 (337882)', 'ATP8B2 (57198)', 'FIBCD1 (84929)', 'TTC23L (153657)', 'SNRPA1 (6627)', 'CXXC5 (51523)', 'NME1 (4830)', 'EDRF1 (26098)', 'NT5M (56953)', 'GBP6 (163351)', 'CEP68 (23177)', 'LIMCH1 (22998)', 'PDZRN3 (23024)', 'OTUD3 (23252)', 'TMPRSS6 (164656)', 'TMEM38A (79041)', 'STKLD1 (169436)', 'SNTB2 (6645)', 'CFAP99 (402160)', 'CYB5RL (606495)', 'WWC1 (23286)', 'EFNA4 (1945)', 'PPP2CB (5516)', 'ARL14EPL (644100)', 'KLHL42 (57542)', 'TBC1D3K (101060351)', 'FSTL1 (11167)', 'KLHL8 (57563)', 'ANO5 (203859)', 'MARCHF3 (115123)', 'RPS5 (6193)', 'MON1B (22879)', 'TMEM100 (55273)', 'ZNF443 (10224)', 'MT-ND5 (4540)', 'UTP20 (27340)', 'PGM2 (55276)', 'SHLD3 (112441434)', 'FAM174A (345757)', 'MYL12A (10627)', 'LTO1 (220064)', 'PNP (4860)', 'TYW3 (127253)', 'MTERF4 (130916)', 'CPLANE1 (65250)', 'MEGF11 (84465)', 'SMIM31 (100505989)', 'SOX8 (30812)', 'CLGN (1047)', 'GJC1 (10052)', 'C3 (718)', 'CACNG6 (59285)', 'C19orf47 (126526)', 'MRFAP1L1 (114932)', 'P2RY14 (9934)', 'GLI1 (2735)', 'IFT140 (9742)', 'IDI1 (3422)', 'LGR6 (59352)', 'ZNF180 (7733)', 'CD79A (973)', 'PLA1A (51365)', 'BOLA3 (388962)', 'ANKRD40CL (55018)', 'NDUFS1 (4719)', 'RGS14 (10636)', 'OR6Q1 (219952)', 'OSBPL1A (114876)', 'MAGEA8 (4107)', 'OTX2 (5015)', 'ISX (91464)', 'MTURN (222166)', 'ABCC2 (1244)', 'SAMD15 (161394)', 'GFER (2671)', 'SLC8A1 (6546)', 'MLLT6 (4302)', 'SLC22A17 (51310)', 'CRYGA (1418)', 'MICOS13 (125988)', 'DHX29 (54505)', 'PGK1 (5230)', 'DHCR7 (1717)', 'LINGO4 (339398)', 'KHDC4 (22889)', 'METAP1D (254042)', 'ALG14 (199857)', 'PRELID3A (10650)', 'SLITRK5 (26050)', 'OR2Y1 (134083)', 'PTK7 (5754)', 'RHOU (58480)', 'SLC13A4 (26266)', 'MTAP (4507)', 'LRR1 (122769)', 'MDH2 (4191)', 'OTUD6B (51633)', 'KDM4A (9682)', 'PFKP (5214)', 'FGF11 (2256)', 'RTL1 (388015)', 'ZNF232 (7775)', 'UROS (7390)', 'KRTAP4-8 (728224)', 'UBE2J2 (118424)', 'EFCAB2 (84288)', 'RNF216 (54476)', 'LMF2 (91289)', 'MREG (55686)', 'ZNRF1 (84937)', 'OR2G6 (391211)', 'TUBB8B (260334)', 'SEC11C (90701)', 'UTP6 (55813)', 'MAT1A (4143)', 'PIK3CD (5293)', 'OAS1 (4938)', 'SPDYE3 (441272)', 'TDRD15 (100129278)', 'MSRB1 (51734)', 'H3C3 (8352)', 'SLC41A3 (54946)', 'FAR1 (84188)', 'DGCR2 (9993)', 'CPB2 (1361)', 'TWIST1 (7291)', 'PCGF3 (10336)', 'ZNF273 (10793)', 'YTHDF2 (51441)', 'CCHCR1 (54535)', 'C7orf33 (202865)', 'MACROD2 (140733)', 'CASP5 (838)', 'UQCRH (7388)', 'CDK16 (5127)', 'LAIR1 (3903)', 'CDH17 (1015)', 'XPR1 (9213)', 'IFNA16 (3449)', 'KIF5A (3798)', 'TDGF1 (6997)', 'VMAC (400673)', 'ICE2 (79664)', 'NISCH (11188)', 'TYRP1 (7306)', 'MMP1 (4312)', 'TTC39B (158219)', 'SLC22A15 (55356)', 'PRKG1 (5592)', 'NCOR2 (9612)', 'CHRND (1144)', 'CLDN18 (51208)', 'YJU2 (55702)', 'AKAP9 (10142)', 'RPS10 (6204)', 'GSTP1 (2950)', 'ZC3H18 (124245)', 'UHRF2 (115426)', 'CFAP53 (220136)', 'POLR2G (5436)', 'NOXO1 (124056)', 'TMEM26 (219623)', 'PCDHGB2 (56103)', 'BRIP1 (83990)', 'HSF4 (3299)', 'ZNF669 (79862)', 'SELENOT (51714)', 'TMPRSS11D (9407)', 'GPC5 (2262)', 'ZNF714 (148206)', 'CTC1 (80169)', 'ARPC4-TTLL3 (100526693)', 'PLA2R1 (22925)', 'HTD2 (109703458)', 'FNDC5 (252995)', 'SLC37A2 (219855)', 'RAVER2 (55225)', 'OR2T11 (127077)', 'CMC1 (152100)', 'MPP2 (4355)', 'HGH1 (51236)', 'ODF2L (57489)', 'DCT (1638)', 'ANKRD18A (253650)', 'CHRNA2 (1135)', 'PSMB9 (5698)', 'NPBWR2 (2832)', 'CD52 (1043)', 'CDHR5 (53841)', 'KIAA0586 (9786)', 'ALG3 (10195)', 'UBXN1 (51035)', 'PLCD3 (113026)', 'NPB (256933)', 'SLC35A1 (10559)', 'STRIP1 (85369)', 'FBXL16 (146330)', 'SMAP1 (60682)', 'FUT5 (2527)', 'RTL8B (441518)', 'PDSS1 (23590)', 'UQCRB (7381)', 'MATN4 (8785)', 'CHP1 (11261)', 'ZNF675 (171392)', 'CCDC105 (126402)', 'OR6N2 (81442)', 'VIT (5212)', 'TMEM31 (203562)', 'AK9 (221264)', 'DCUN1D1 (54165)', 'MRPL13 (28998)', 'GRB2 (2885)', 'ARPP19 (10776)', 'VSNL1 (7447)', 'DPP8 (54878)', 'SSX1 (6756)', 'CDK15 (65061)', 'PYGO2 (90780)', 'FEZ2 (9637)', 'ATP13A3 (79572)', 'LMBR1L (55716)', 'SLC22A23 (63027)', 'MSMB (4477)', 'OPRL1 (4987)', 'ZNF862 (643641)', 'RFESD (317671)', 'SGPL1 (8879)', 'TMEM72 (643236)', 'GTF3C3 (9330)', 'ZNF556 (80032)', 'DYNLL2 (140735)', 'TNIP1 (10318)', 'SPAG6 (9576)', 'INSYN1 (388135)', 'CFAP97D2 (101929355)', 'ADPGK (83440)', 'KCNJ4 (3761)', 'EEF1AKMT4 (110599564)', 'LRP8 (7804)', 'HNMT (3176)', 'STK33 (65975)', 'CDCA7 (83879)', 'OOEP (441161)', 'BLVRB (645)', 'SLC37A4 (2542)', 'ST20-MTHFS (100528021)', 'HOXA6 (3203)', 'POU4F3 (5459)', 'CIBAR2 (339145)', 'UBXN2B (137886)', 'NARS2 (79731)', 'DDX4 (54514)', 'METTL2A (339175)', 'C3orf22 (152065)', 'GSTM2 (2946)', 'RNASE3 (6037)', 'SPTBN4 (57731)', 'SETX (23064)', 'EHHADH (1962)', 'SERPINI2 (5276)', 'RASEF (158158)', 'TMX3 (54495)', 'ZNF667 (63934)', 'BCL9L (283149)', 'ZNF354A (6940)', 'WWOX (51741)', 'HADHB (3032)', 'C4orf47 (441054)', 'RBM5 (10181)', 'SCTR (6344)', 'TBC1D20 (128637)', 'SLIRP (81892)', 'SLF1 (84250)', 'RFFL (117584)', 'SAP130 (79595)', 'CNNM2 (54805)', 'OR2B2 (81697)', 'C9orf57 (138240)', 'TMEM14C (51522)', 'ADGRL3 (23284)', 'ADAMTS3 (9508)', 'CLDN12 (9069)', 'ADORA2A (135)', 'METTL21A (151194)', 'RALYL (138046)', 'KMT2C (58508)', 'PIGL (9487)', 'BBS9 (27241)', 'EFEMP1 (2202)', 'UBA5 (79876)', 'MACC1 (346389)', 'GOPC (57120)', 'DPF1 (8193)', 'PPARGC1A (10891)', 'AQP11 (282679)', 'MARS2 (92935)', 'SPATA16 (83893)', 'VAC14 (55697)', 'C1orf21 (81563)', 'C2orf73 (129852)', 'PGBD4 (161779)', 'CDR2L (30850)', 'AARS2 (57505)', 'CADM3 (57863)', 'ZNF845 (91664)', 'SCD (6319)', 'CRAMP1 (57585)', 'STIP1 (10963)', 'PANX2 (56666)', 'SIX5 (147912)', 'INSRR (3645)', 'SUSD1 (64420)', 'PTPDC1 (138639)', 'KCNN2 (3781)', 'TMEM248 (55069)', 'SP1 (6667)', 'SOX18 (54345)', 'ACP7 (390928)', 'GPHA2 (170589)', 'C20orf27 (54976)', 'MAJIN (283129)', 'TSPAN10 (83882)', 'C19orf81 (342918)', 'HNRNPDL (9987)', 'DPP7 (29952)', 'FSIP1 (161835)', 'UXT (8409)', 'DHRS1 (115817)', 'GORASP1 (64689)', 'C6orf136 (221545)', 'ASB6 (140459)', 'PHF5A (84844)', 'ZBTB42 (100128927)', 'SEPHS2 (22928)', 'ZNF441 (126068)', 'POTEM (641455)', 'CALCR (799)', 'MT-ATP6 (4508)', 'GNAI1 (2770)', 'MPZ (4359)', 'LYPLA1 (10434)', 'NBEAL1 (65065)', 'OIT3 (170392)', 'ASPA (443)', 'FOXE1 (2304)', 'RAB9A (9367)', 'JKAMP (51528)', 'NCBP1 (4686)', 'MRPL3 (11222)', 'RPL36A-HNRNPH2 (100529097)', 'MSRB3 (253827)', 'TTC21B (79809)', 'BMF (90427)', 'GCC2 (9648)', 'MCRIP1 (348262)', 'YIPF6 (286451)', 'PLET1 (349633)', 'EPX (8288)', 'PPP1R14C (81706)', 'ATP6V0E1 (8992)', 'KPNA7 (402569)', 'RPS8 (6202)', 'TTLL4 (9654)', 'SAMD9 (54809)', 'SLC2A9 (56606)', 'ZNF460 (10794)', 'LMBR1 (64327)', 'ZYG11A (440590)', 'TEAD3 (7005)', 'OR5F1 (338674)', 'WHAMM (123720)', 'NRIP3 (56675)', 'PFDN2 (5202)', 'PTPRJ (5795)', 'TGM6 (343641)', 'ACTR1A (10121)', 'SMIM17 (147670)', 'FBXO27 (126433)', 'OPN1MW3 (101060233)', 'THUMPD2 (80745)', 'FGF12 (2257)', 'VSIG10L (147645)', 'ROBO2 (6092)', 'CENPVL2 (441495)', 'IGF2BP1 (10642)', 'MAPK15 (225689)', 'KIAA0513 (9764)', 'CFLAR (8837)', 'MYOZ3 (91977)', 'GNGT1 (2792)', 'ZNF581 (51545)', 'EMP1 (2012)', 'DCAF16 (54876)', 'MAOA (4128)', 'PLS3 (5358)', 'CFAP92 (57501)', 'B9D1 (27077)', 'MMS22L (253714)', 'FAM71E2 (284418)', 'ACSF2 (80221)', 'AP4E1 (23431)', 'MGRN1 (23295)', 'C11orf98 (102288414)', 'PPT2 (9374)', 'FBXO45 (200933)', 'STX4 (6810)', 'CACNA1G (8913)', 'FAIM (55179)', 'IL7R (3575)', 'CYREN (78996)', 'ZNF365 (22891)', 'DOLK (22845)', 'SNAPC2 (6618)', 'BAIAP2L1 (55971)', 'CYRIB (51571)', 'MRGPRF (116535)', 'MBD3L5 (284428)', 'RNF141 (50862)', 'ADPRS (54936)', 'PRDX4 (10549)', 'KAT7 (11143)', 'CTSF (8722)', 'LMNTD1 (160492)', 'HEATR1 (55127)', 'CEACAM20 (125931)', 'CD160 (11126)', 'ZNF468 (90333)', 'SERF1B (728492)', 'TRUB1 (142940)', 'RPS29 (6235)', 'STOX1 (219736)', 'RNF8 (9025)', 'EEF1A1 (1915)', 'CLUAP1 (23059)', 'SHISA4 (149345)', 'MBNL1 (4154)', 'SIRT1 (23411)', 'CD300LF (146722)', 'CCDC194 (110806280)', 'ETFB (2109)', 'PANK3 (79646)', 'PUM1 (9698)', 'ABHD1 (84696)', 'TRIM8 (81603)', 'JSRP1 (126306)', 'MCFD2 (90411)', 'NIPSNAP1 (8508)', 'TMEM60 (85025)', 'ANKRD23 (200539)', 'ARSF (416)', 'CRYAB (1410)', 'CFAP57 (149465)', 'AQP1 (358)', 'TSGA10 (80705)', 'CNNM4 (26504)', 'HLA-DRB1 (3123)', 'ONECUT1 (3175)', 'C10orf67 (256815)', 'ESX1 (80712)', 'MYH6 (4624)', 'CLPSL1 (340204)', 'BCL7A (605)', 'SULT6B1 (391365)', 'ADGRG2 (10149)', 'SLC10A1 (6554)', 'ESRRB (2103)', 'HOXA9 (3205)', 'CTSG (1511)', 'COPB1 (1315)', 'GLB1L3 (112937)', 'SARS1 (6301)', 'LRRC18 (474354)', 'TMEFF1 (8577)', 'ACY1 (95)', 'HEATR5A (25938)', 'IL17RC (84818)', 'BTN2A1 (11120)', 'VIRMA (25962)', 'TMEM129 (92305)', 'ABT1 (29777)', 'PDE7B (27115)', 'FBXO22 (26263)', 'SLC4A8 (9498)', 'CYB561D1 (284613)', 'C10orf82 (143379)', 'ANKEF1 (63926)', 'SESN3 (143686)', 'TIMM8B (26521)', 'RANBP3L (202151)', 'MAGEA11 (4110)', 'FOXA1 (3169)', 'SPINK8 (646424)', 'H2AB3 (83740)', 'MTX3 (345778)', 'FTCD (10841)', 'USH1C (10083)', 'PDLIM1 (9124)', 'PXT1 (222659)', 'TBC1D3B (414059)', 'SRARP (149563)', 'PRAMEF26 (645359)', 'NPAS3 (64067)', 'MT-ND3 (4537)', 'PKHD1L1 (93035)', 'LRRC4B (94030)', 'MPI (4351)', 'SH3BP1 (23616)', 'AADAT (51166)', 'PARP16 (54956)', 'GALR1 (2587)', 'NNMT (4837)', 'MYDGF (56005)', 'CDY1 (9085)', 'FLRT2 (23768)', 'TMEM184C (55751)', 'SIX2 (10736)', 'RPS24 (6229)', 'CYP26C1 (340665)', 'RPE (6120)', 'MRGPRD (116512)', 'CLDN19 (149461)', 'SLC66A1 (54896)', 'ARMC2 (84071)', 'WBP2 (23558)', 'SMIM33 (111064649)', 'SULT1C4 (27233)', 'PNMA5 (114824)', 'PRAMEF14 (729528)', 'ADGRF4 (221393)', 'CCNJ (54619)', 'RC3H1 (149041)', 'GHITM (27069)', 'IFNL1 (282618)', 'SERINC1 (57515)', 'NPTN (27020)', 'PKDREJ (10343)', 'CRMP1 (1400)', 'APOF (319)', 'ZNF646 (9726)', 'THRAP3 (9967)', 'PPP1R12B (4660)', 'CA13 (377677)', 'ALPK3 (57538)', 'RARRES1 (5918)', 'PSMA7 (5688)', 'APOE (348)', 'RRP1 (8568)', 'JAG2 (3714)', 'PRELID3B (51012)', 'ARHGEF2 (9181)', 'FATE1 (89885)', 'DCANP1 (140947)', 'IL2RA (3559)', 'SLA (6503)', 'AQP10 (89872)', 'RIBC1 (158787)', 'MUC17 (140453)', 'FGF16 (8823)', 'SAMD5 (389432)', 'KRTAP2-4 (85294)', 'TAS2R1 (50834)', 'KRT85 (3891)', 'BRIX1 (55299)', 'SLC16A4 (9122)', 'GNB4 (59345)', 'TRAF6 (7189)', 'STRN3 (29966)', 'SLC52A1 (55065)', 'IL1F10 (84639)', 'SMAD4 (4089)', 'CHRNG (1146)', 'CTH (1491)', 'UBE2G1 (7326)', 'ATF7IP (55729)', 'FCGR3A (2214)', 'GDF1 (2657)', 'PRPSAP2 (5636)', 'TRAM1L1 (133022)', 'WDR70 (55100)', 'CISH (1154)', 'A4GNT (51146)', 'MLLT1 (4298)', 'ZSCAN5A (79149)', 'ADCY2 (108)', 'TAF1A (9015)', 'TIFA (92610)', 'TMEM63C (57156)', 'ADAM29 (11086)', 'BICD2 (23299)', 'P2RY11 (5032)', 'SAT2 (112483)', 'XAGE2 (9502)', 'SLC18A1 (6570)', 'TSPAN4 (7106)', 'TYRO3 (7301)', 'CPNE6 (9362)', 'MBNL2 (10150)', 'MZT1 (440145)', 'MARVELD2 (153562)', 'GOSR1 (9527)', 'IZUMO3 (100129669)', 'OR2T5 (401993)', 'TRIM42 (287015)', 'NPY1R (4886)', 'C17orf49 (124944)', 'TSPY4 (728395)', 'ACOXL (55289)', 'GRIN3B (116444)', 'KLKB1 (3818)', 'EPHA6 (285220)', 'OLIG2 (10215)', 'FAM236A (100129407)', 'PTH2 (113091)', 'NAMPT (10135)', 'GOLGA6L2 (283685)', 'LRRC23 (10233)', 'EDNRB (1910)', 'NUP93 (9688)', 'NAT14 (57106)', 'NKD2 (85409)', 'CLEC4E (26253)', 'C8orf88 (100127983)', 'LIPE (3991)', 'NSL1 (25936)', 'PRPF40A (55660)', 'ZCCHC4 (29063)', 'TBC1D32 (221322)', 'SNRPD3 (6634)', 'RAD54L (8438)', 'WNT3A (89780)', 'ICOS (29851)', 'RNASE1 (6035)', 'TNNC2 (7125)', 'EFCAB13 (124989)', 'GPX5 (2880)', 'COG4 (25839)', 'MARCKSL1 (65108)', 'ACRBP (84519)', 'LTC4S (4056)', 'KLHL18 (23276)', 'APCS (325)', 'MND1 (84057)', 'TNFRSF10D (8793)', 'ZNF345 (25850)', 'EIF4H (7458)', 'ARFIP2 (23647)', 'CPLX1 (10815)', 'ASNS (440)', 'PRDX1 (5052)', 'DBF4B (80174)', 'PDIA6 (10130)', 'AEBP2 (121536)', 'BDP1 (55814)', 'TRPC5OS (100329135)', 'EXOC6B (23233)', 'CDH5 (1003)', 'TNFRSF18 (8784)', 'SPINT2 (10653)', 'C1orf174 (339448)', 'OR5AS1 (219447)', 'TEX51 (101929926)', 'CFL1 (1072)', 'SLFN14 (342618)', 'MMP23B (8510)', 'MFSD13A (79847)', 'NUDT9 (53343)', 'SEC14L4 (284904)', 'LPIN2 (9663)', 'ADCY3 (109)', 'DCST1 (149095)', 'MYOZ2 (51778)', 'CMTM6 (54918)', 'MBOAT4 (619373)', 'OR5P3 (120066)', 'ZBTB6 (10773)', 'CHRM5 (1133)', 'OR5H2 (79310)', 'TIMD4 (91937)', 'PLEKHH3 (79990)', 'TOLLIP (54472)', 'ZNF26 (7574)', 'CAMK4 (814)', 'DMBX1 (127343)', 'CCR8 (1237)', 'OCIAD1 (54940)', 'HIRA (7290)', 'PYGB (5834)', 'UNC93B1 (81622)', 'SYT9 (143425)', 'MAL (4118)', 'ARL3 (403)', 'ATF5 (22809)', 'NEGR1 (257194)', 'HSF2 (3298)', 'GLYATL1 (92292)', 'MRI1 (84245)', 'KRTAP19-3 (337970)', 'NFRKB (4798)', 'LIG1 (3978)', 'DCLRE1B (64858)', 'GATC (283459)', 'TTYH2 (94015)', 'PRPF8 (10594)', 'ANAPC10 (10393)', 'MINK1 (50488)', 'ZFYVE1 (53349)', 'SH3BGRL3 (83442)', 'XKR3 (150165)', 'OR4D10 (390197)', 'CRCT1 (54544)', 'GUCA1A (2978)', 'TMTC4 (84899)', 'WTIP (126374)', 'SNX3 (8724)', 'OR4C46 (119749)', 'S1PR4 (8698)', 'CYSLTR2 (57105)', 'COL8A2 (1296)', 'ARID4B (51742)', 'PCNX1 (22990)', 'BMX (660)', 'OR4C11 (219429)', 'MDN1 (23195)', 'DYRK1A (1859)', 'GADD45A (1647)', 'PLGLB2 (5342)', 'TAX1BP1 (8887)', 'GNG4 (2786)', 'OR4N5 (390437)', 'SYT1 (6857)', 'UBTD2 (92181)', 'MAPK7 (5598)', 'JAKMIP2 (9832)', 'SEMA3A (10371)', 'CDH9 (1007)', 'AUTS2 (26053)', 'AC090517.4 (54816)', 'NSUN7 (79730)', 'ST6GAL1 (6480)', 'PTGFR (5737)', 'SMARCC2 (6601)', 'PRPF38B (55119)', 'ST6GALNAC5 (81849)', 'FAM131C (348487)', 'HBG1 (3047)', 'KREMEN2 (79412)', 'TMEM87A (25963)', 'COQ10B (80219)', 'NCOR1 (9611)', 'NKIRAS2 (28511)', 'STAT5A (6776)', 'MAGEB6 (158809)', 'STK40 (83931)', 'TMEM38B (55151)', 'UFL1 (23376)', 'SLC22A7 (10864)', 'SLC2A12 (154091)', 'C2CD6 (151254)', 'KRTAP9-7 (100505724)', 'ZNF689 (115509)', 'ROCK1 (6093)', 'APOL4 (80832)', 'PTGIR (5739)', 'SMC6 (79677)', 'CYP2A7 (1549)', 'SAMSN1 (64092)', 'GIMAP5 (55340)', 'USP17L11 (100287178)', 'RXRG (6258)', 'CYB561D2 (11068)', 'MTA2 (9219)', 'KCTD15 (79047)', 'GBF1 (8729)', 'GPRC5B (51704)', 'PAX9 (5083)', 'MC3R (4159)', 'ALOX15 (246)', 'PRKACB (5567)', 'ITPR3 (3710)', 'C6orf47 (57827)', 'CWF19L2 (143884)', 'PKD2 (5311)', 'TJP2 (9414)', 'ITIH6 (347365)', 'ISG15 (9636)', 'EFNA2 (1943)', 'NAP1L3 (4675)', 'TCP11 (6954)', 'ATF1 (466)', 'SAA2-SAA4 (100528017)', 'PRRT3 (285368)', 'AGAP4 (119016)', 'ZNF844 (284391)', 'DPPA2 (151871)', 'DRICH1 (51233)', 'TMEM174 (134288)', 'ENTPD8 (377841)', 'PLSCR5 (389158)', 'EIF1B (10289)', 'MRGPRX2 (117194)', 'EFCAB8 (388795)', 'ZNF684 (127396)', 'SLC13A1 (6561)', 'BUD23 (114049)', 'PMF1-BGLAP (100527963)', 'VPS13D (55187)', 'SAR1A (56681)', 'LRP5L (91355)', 'GLRX5 (51218)', 'MYO6 (4646)', 'RRN3 (54700)', 'BRS3 (680)', 'BNIP1 (662)', 'FOXN2 (3344)', 'LARS2 (23395)', 'TSG101 (7251)', 'LARP7 (51574)', 'SMCO1 (255798)', 'SH3GLB1 (51100)', 'PEMT (10400)', 'EIF3D (8664)', 'TOP3A (7156)', 'ZC2HC1C (79696)', 'MYPOP (339344)', 'TRIM34 (53840)', 'SELL (6402)', 'PYGM (5837)', 'CFH (3075)', 'EPHB2 (2048)', 'GDF3 (9573)', 'SLC25A21 (89874)', 'HNF4A (3172)', 'XG (7499)', 'CABYR (26256)', 'ZNF623 (9831)', 'PROM1 (8842)', 'SNRPE (6635)', 'NR1D1 (9572)', 'PCDHGA4 (56111)', 'ARNTL (406)', 'ALKBH2 (121642)', 'ARF5 (381)', 'ITPR1 (3708)', 'ZIC4 (84107)', 'LCE1E (353135)', 'HLA-DQB2 (3120)', 'WFDC1 (58189)', 'PTMA (5757)', 'SH3BGRL2 (83699)', 'NFIA (4774)', 'FN1 (2335)', 'CRLF1 (9244)', 'NDUFAF3 (25915)', 'GPRIN3 (285513)', 'CDK2AP1 (8099)', 'TCEA2 (6919)', 'PLCXD1 (55344)', 'RND2 (8153)', 'TP53TG5 (27296)', 'AWAT2 (158835)', 'MAP10 (54627)', 'KRT31 (3881)', 'NHSL1 (57224)', 'MAPKAPK5 (8550)', 'SERINC2 (347735)', 'CDR2 (1039)', 'LRRC4 (64101)', 'ZSCAN1 (284312)', 'IL31RA (133396)', 'RUBCN (9711)', 'TTBK1 (84630)', 'TPSAB1 (7177)', 'KCNK12 (56660)', 'DIPK2A (205428)', 'C3orf56 (285311)', 'CPPED1 (55313)', 'CD72 (971)', 'GMEB2 (26205)', 'OSR2 (116039)', 'KIR3DL1 (3811)', 'PROS1 (5627)', 'HS6ST1 (9394)', 'P2RX6 (9127)', 'AR (367)', 'FGGY (55277)', 'CNRIP1 (25927)', 'MUC19 (283463)', 'SLC9A3 (6550)', 'OCRL (4952)', 'HMGB1 (3146)', 'PRB3 (5544)', 'GIMAP2 (26157)', 'TSTD2 (158427)', 'GPHN (10243)', 'ZNF852 (285346)', 'IL13RA1 (3597)', 'KRBA2 (124751)', 'SFI1 (9814)', 'FARSA (2193)', 'MDM1 (56890)', 'B3GALT1 (8708)', 'MANEAL (149175)', 'PLBD1 (79887)', 'SYNJ2BP-COX16 (100529257)', 'FYB1 (2533)', 'MAD1L1 (8379)', 'NTAN1 (123803)', 'DRGX (644168)', 'CTSB (1508)', 'DDX3X (1654)', 'ZNF764 (92595)', 'ST8SIA3 (51046)', 'SERPINB5 (5268)', 'CYP3A43 (64816)', 'ECD (11319)', 'TEX43 (389320)', 'CHST14 (113189)', 'SAMHD1 (25939)', 'ZDHHC17 (23390)', 'CHRNA3 (1136)', 'CSGALNACT1 (55790)', 'SERPINA4 (5267)', 'PIGA (5277)', 'H3-3A (3020)', 'YKT6 (10652)', 'GJB4 (127534)', 'KIAA1210 (57481)', 'NOVA2 (4858)', 'PRPS1 (5631)', 'GNA15 (2769)', 'HTR3D (200909)', 'SPINK9 (643394)', 'DHTKD1 (55526)', 'CD300C (10871)', 'MED16 (10025)', 'FAM187A (100528020)', 'AIDA (64853)', 'EPS8L1 (54869)', 'PIP5K1C (23396)', 'CRK (1398)', 'FREM3 (166752)', 'SMPD4 (55627)', 'LEO1 (123169)', 'DMRT2 (10655)', 'AATK (9625)', 'KIR2DL4 (3805)', 'NLRC4 (58484)', 'SCP2D1 (140856)', 'C7orf25 (79020)', 'RBPJ (3516)', 'NEMP2 (100131211)', 'MMP17 (4326)', 'SLC22A18 (5002)', 'ABCD4 (5826)', 'CHRM4 (1132)', 'MAP1LC3A (84557)', 'TCF15 (6939)', 'IREB2 (3658)', 'ZNF792 (126375)', 'SLC22A31 (146429)', 'IDH2 (3418)', 'NR2C2AP (126382)', 'NKIRAS1 (28512)', 'ZNF621 (285268)', 'CSNK2A3 (283106)', 'CORO7 (79585)', 'DYRK3 (8444)', 'LRRC10B (390205)', 'SCGB2A1 (4246)', 'ST6GALNAC6 (30815)', 'OCLN (100506658)', 'PTPRN (5798)', 'ADGRG7 (84873)', 'KRTAP12-3 (386683)', 'OR52E8 (390079)', 'GOLGA2 (2801)', 'NKX2-3 (159296)', 'CT45A7 (101060211)', 'STRN4 (29888)', 'KRAS (3845)', 'MRPL11 (65003)', 'GPATCH2 (55105)', 'MSR1 (4481)', 'ANP32E (81611)', 'MRGPRG (386746)', 'PPA2 (27068)', 'CDHR1 (92211)', 'NEO1 (4756)', 'TGM2 (7052)', 'TRIM3 (10612)', 'CNPY1 (285888)', 'MUC7 (4589)', 'PARPBP (55010)', 'MAGEA2B (266740)', 'RHOQ (23433)', 'ZBTB7C (201501)', 'SLC34A1 (6569)', 'RAD51 (5888)', 'SLURP1 (57152)', 'BCHE (590)', 'PIKFYVE (200576)', 'WDR46 (9277)', 'LRRC52 (440699)', 'PHF1 (5252)', 'ECHDC2 (55268)', 'GFPT1 (2673)', 'ITK (3702)', 'PDLIM5 (10611)', 'ALG9 (79796)', 'SLC26A4 (5172)', 'OR13A1 (79290)', 'PNN (5411)', 'MERTK (10461)', 'JAGN1 (84522)', 'TMEM33 (55161)', 'C2orf50 (130813)', 'CDK5RAP2 (55755)', 'ZSWIM8 (23053)', 'NUDT14 (256281)', 'ADAMTS7 (11173)', 'FOSL2 (2355)', 'USP36 (57602)', 'GLUD2 (2747)', 'POU2AF1 (5450)', 'CRYBA4 (1413)', 'DNAH11 (8701)', 'ATXN7 (6314)', 'TLX3 (30012)', 'ACBD3 (64746)', 'LTBR (4055)', 'PLCH1 (23007)', 'TRIP10 (9322)', 'TFCP2 (7024)', 'TACR3 (6870)', 'ZNF79 (7633)', 'KATNB1 (10300)', 'ZNF385A (25946)', 'PARVA (55742)', 'DIS3L (115752)', 'DDAH1 (23576)', 'MARCO (8685)', 'SV2C (22987)', 'RPL35 (11224)', 'TDRD9 (122402)', 'OLIG3 (167826)', 'MPZL1 (9019)', 'ARMC3 (219681)', 'BUB1 (699)', 'CDC42EP1 (11135)', 'FKBP5 (2289)', 'S100A8 (6279)', 'ARRB2 (409)', 'HNRNPU (3192)', 'DHRS13 (147015)', 'RIPOR2 (9750)', 'TSPYL1 (7259)', 'OLFML1 (283298)', 'INPP5F (22876)', 'NCBP2L (392517)', 'ZNF254 (9534)', 'MRGPRX1 (259249)', 'KIF2B (84643)', 'SFSWAP (6433)', 'DNM1L (10059)', 'RBP4 (5950)', 'IL13 (3596)', 'VCX (26609)', 'KRTAP2-1 (81872)', 'MDGA2 (161357)', 'OR2T2 (401992)', 'REM2 (161253)', 'NHLRC4 (283948)', 'GATA1 (2623)', 'SUPT16H (11198)', 'H2BC9 (8345)', 'TESC (54997)', 'CYP7B1 (9420)', 'STMN2 (11075)', 'DVL3 (1857)', 'DSG4 (147409)', 'NKX1-1 (54729)', 'H3C8 (8355)', 'REM1 (28954)', 'TRIM7 (81786)', 'CHRDL1 (91851)', 'PLA2G5 (5322)', 'GLE1 (2733)', 'BRMS1 (25855)', 'POLR1D (51082)', 'RHD (6007)', 'TMEM179 (388021)', 'HDAC11 (79885)', 'OR4C12 (283093)', 'MYLK2 (85366)', 'GPR34 (2857)', 'LRRC39 (127495)', 'ADCK1 (57143)', 'PYCR3 (65263)', 'CXCR5 (643)', 'FUT9 (10690)', 'GEMIN6 (79833)', 'NANP (140838)', 'TMEM214 (54867)', 'HEXA (3073)', 'ATXN7L1 (222255)', 'ZNF695 (57116)', 'INAFM1 (255783)', 'CEP295NL (100653515)', 'MXD1 (4084)', 'ULK1 (8408)', 'USP22 (23326)', 'JMY (133746)', 'SPOCK1 (6695)', 'SNTN (132203)', 'CYP2R1 (120227)', 'RAD21 (5885)', 'DPF3 (8110)', 'NMU (10874)', 'APOB (338)', 'TGS1 (96764)', 'GNE (10020)', 'KRT82 (3888)', 'BPIFB3 (359710)', 'QRSL1 (55278)', 'ZNF3 (7551)', 'PLCH2 (9651)', 'MSL3 (10943)', 'TMEM218 (219854)', 'MS4A4A (51338)', 'SLC25A46 (91137)', 'CCL11 (6356)', 'ATP9A (10079)', 'TRDN (10345)', 'REL (5966)', 'AADAC (13)', 'RSPO4 (343637)', 'LCN1 (3933)', 'CADM1 (23705)', 'EIF2AK4 (440275)', 'WNK3 (65267)', 'TENT5C (54855)', 'GLUD1 (2746)', 'PLA2G2F (64600)', 'UBE2J1 (51465)', 'GEMIN5 (25929)', 'SCGB3A2 (117156)', 'TTR (7276)', 'TLCD1 (116238)', 'CC2D2B (387707)', 'AL354761.1 (102723971)', 'CADM2 (253559)', 'ZNF235 (9310)', 'C11orf68 (83638)', 'ALDH9A1 (223)', 'GSTM4 (2948)', 'PARP8 (79668)', 'ERLIN1 (10613)', 'TIMM23 (100287932)', 'KANSL3 (55683)', 'BEGAIN (57596)', 'KCNJ3 (3760)', 'PDCD4 (27250)', 'FBXL19 (54620)', 'KDM4D (55693)', 'APOA5 (116519)', 'SOX3 (6658)', 'PAF1 (54623)', 'NUP54 (53371)', 'KIAA0753 (9851)', 'PLAGL1 (5325)', 'MIB2 (142678)', 'IGFBP2 (3485)', 'APOA1 (335)', 'RASGRP3 (25780)', 'GLMP (112770)', 'STAU1 (6780)', 'CH25H (9023)', 'GRINA (2907)', 'RSBN1L (222194)', 'MEST (4232)', 'PHF13 (148479)', 'ACSL3 (2181)', 'ARHGEF10L (55160)', 'ARL17B (100506084)', 'PCYOX1L (78991)', 'PRCP (5547)', 'CCDC172 (374355)', 'ADGRD1 (283383)', 'GPR162 (27239)', 'EFCAB7 (84455)', 'SLC2A14 (144195)', 'KRTAP21-2 (337978)', 'HOXD9 (3235)', 'EBF3 (253738)', 'CAMTA2 (23125)', 'CARS2 (79587)', 'CNBD2 (140894)', 'NCAN (1463)', 'AKNA (80709)', 'MT1H (4496)', 'PEX7 (5191)', 'DROSHA (29102)', 'PDK4 (5166)', 'MAD2L1 (4085)', 'C19orf54 (284325)', 'ZNF549 (256051)', 'PKD1L1 (168507)', 'SHISA5 (51246)', 'CD300LG (146894)', 'OASL (8638)', 'TRMT12 (55039)', 'HCAR2 (338442)', 'KIFC2 (90990)', 'C1QTNF9 (338872)', 'MOXD1 (26002)', 'AVL9 (23080)', 'SHARPIN (81858)', 'TKTL1 (8277)', 'MAGED1 (9500)', 'HIP1R (9026)', 'KHDRBS3 (10656)', 'SATL1 (340562)', 'ZNF143 (7702)', 'LIPC (3990)', 'IFNAR2 (3455)', 'RNF44 (22838)', 'LCE1A (353131)', 'KNCN (148930)', 'NEU2 (4759)', 'APLN (8862)', 'RGPD6 (729540)', 'INIP (58493)', 'LY6G5C (80741)', 'RNF103 (7844)', 'DCAKD (79877)', 'HSPA8 (3312)', 'STK25 (10494)', 'SLC39A14 (23516)', 'GPR17 (2840)', 'CCNF (899)', 'SRPRB (58477)', 'NUDT13 (25961)', 'PBX2 (5089)', 'HAPLN2 (60484)', 'CNGA1 (1259)', 'RB1 (5925)', 'ZNF266 (10781)', 'HLA-DQA2 (3118)', 'ACSL1 (2180)', 'RPL18 (6141)', 'ATP13A5 (344905)', 'RAD54B (25788)', 'OR2Z1 (284383)', 'MEX3A (92312)', 'LMOD2 (442721)', 'CTSS (1520)', 'CELF1 (10658)', 'TCF7L1 (83439)', 'C1orf43 (25912)', 'TGFBR2 (7048)', 'MBD3L1 (85509)', 'IL4R (3566)', 'EXD3 (54932)', 'H2AC19 (723790)', 'ATP10D (57205)', 'ZNF528 (84436)', 'ANKRD66 (100287718)', 'PSMA3 (5684)', 'BEX4 (56271)', 'FAM227B (196951)', 'PTGS1 (5742)', 'SPDYE16 (102723555)', 'RGPD2 (729857)', 'DEPDC1 (55635)', 'CSF1R (1436)', 'SMARCAD1 (56916)', 'ZNF710 (374655)', 'TMEM200C (645369)', 'C1QL1 (10882)', 'CFHR4 (10877)', 'CCDC148 (130940)', 'TCEANC2 (127428)', 'GPR82 (27197)', 'SOD2 (6648)', 'EPG5 (57724)', 'LRRC74A (145497)', 'FIBIN (387758)', 'TAOK1 (57551)', 'SVOP (55530)', 'KLK15 (55554)', 'NGFR (4804)', 'WBP2NL (164684)', 'CNTLN (54875)', 'TUBB2A (7280)', 'COL6A3 (1293)', 'ODF4 (146852)', 'GABBR1 (2550)', 'OTUD7B (56957)', 'KLHDC4 (54758)', 'EHD1 (10938)', 'HAS2 (3037)', 'APOL6 (80830)', 'CDC14C (168448)', 'SCCPDH (51097)', 'MSLN (10232)', 'COL5A1 (1289)', 'ATG4B (23192)', 'ORMDL3 (94103)', 'ILRUN (64771)', 'CINP (51550)', 'ZNF341 (84905)', 'ZNF141 (7700)', 'KHNYN (23351)', 'DCAF10 (79269)', 'DOC2A (8448)', 'SNN (8303)', 'KDM1B (221656)', 'RALGPS2 (55103)', 'USP53 (54532)', 'SLC2A4 (6517)', 'FAM20A (54757)', 'TMEM25 (84866)', 'PNMA8A (55228)', 'RUVBL2 (10856)', 'TP53BP1 (7158)', 'PALMD (54873)', 'OR7A17 (26333)', 'EGR3 (1960)', 'TBX6 (6911)', 'RING1 (6015)', 'ATAD3C (219293)', 'RNF181 (51255)', 'KCNK3 (3777)', 'SPTY2D1 (144108)', 'NIPSNAP2 (2631)', 'FAM236C (109729126)', 'RUFY4 (285180)', 'SWI5 (375757)', 'TJP3 (27134)', 'PPP1R26 (9858)', 'AGR2 (10551)', 'LIPK (643414)', 'MRGPRE (116534)', 'OR2A1 (346528)', 'GRM6 (2916)', 'S100B (6285)', 'LYRM4 (57128)', 'USP47 (55031)', 'POLN (353497)', 'RAVER1 (125950)', 'LASP1 (3927)', 'GOLGA8T (653075)', 'PDX1 (3651)', 'SHC3 (53358)', 'DNAI3 (126820)', 'TCTEX1D4 (343521)', 'POU3F2 (5454)', 'ZP2 (7783)', 'CENPW (387103)', 'DNM1 (1759)', 'OR2A7 (401427)', 'VEGFB (7423)', 'RNF215 (200312)', 'RHOA (387)', 'CAPN3 (825)', 'CHRNB4 (1143)', 'HMMR (3161)', 'MIF4GD (57409)', 'KSR1 (8844)', 'ORM2 (5005)', 'PPP1R8 (5511)', 'SEC62 (7095)', 'TNFAIP8 (25816)', 'POFUT2 (23275)', 'CEP43 (11116)', 'SUV39H1 (6839)', 'DAW1 (164781)', 'CD96 (10225)', 'TSNARE1 (203062)', 'SPHK1 (8877)', 'H4C15 (554313)', 'GIPC2 (54810)', 'ZNF474 (133923)', 'ITGA7 (3679)', 'TMPRSS12 (283471)', 'LHX4 (89884)', 'TOPORS (10210)', 'EDN2 (1907)', 'TSPAN31 (6302)', 'STXBP5L (9515)', 'GNG12 (55970)', 'MPPE1 (65258)', 'C17orf99 (100141515)', 'PPARG (5468)', 'SMCP (4184)', 'SON (6651)', 'C12orf76 (400073)', 'ISY1 (57461)', 'PF4V1 (5197)', 'SORD (6652)', 'IER3IP1 (51124)', 'DPCD (25911)', 'GLRA1 (2741)', 'SOX7 (83595)', 'MVB12B (89853)', 'TRPA1 (8989)', 'MAPKAPK3 (7867)', 'HYAL3 (8372)', 'CFHR5 (81494)', 'ADAMTS1 (9510)', 'SNAPC4 (6621)', 'GJA8 (2703)', 'FAM199X (139231)', 'GSDMC (56169)', 'CCDC69 (26112)', 'IQSEC3 (440073)', 'SLU7 (10569)', 'DYNC2I1 (55112)', 'FNIP2 (57600)', 'DHX34 (9704)', 'ZC3H8 (84524)', 'ENDOD1 (23052)', 'KPNA5 (3841)', 'ABHD14A (25864)', 'ZNF444 (55311)', 'RAX (30062)', 'DEFB135 (613209)', 'ZNF835 (90485)', 'MYNN (55892)', 'ZDHHC8 (29801)', 'IDH3B (3420)', 'ERAP2 (64167)', 'AQP9 (366)', 'KRT24 (192666)', 'CFAP298-TCP10L (110091775)', 'KAT6A (7994)', 'KLC3 (147700)', 'PPP1R15B (84919)', 'CCAR2 (57805)', 'CD244 (51744)', 'ZSWIM2 (151112)', 'HCRTR2 (3062)', 'FAXDC2 (10826)', 'FAM234A (83986)', 'ATP6V0D1 (9114)', 'DUSP12 (11266)', 'PREX1 (57580)', 'TECTB (6975)', 'ABCG8 (64241)', 'RDH13 (112724)', 'C19orf67 (646457)', 'PITPNB (23760)', 'IQCA1L (392843)', 'DERL2 (51009)', 'FRG1 (2483)', 'LRRC57 (255252)', 'CBX3 (11335)', 'MICAL2 (9645)', 'IGHMBP2 (3508)', 'FAM8A1 (51439)', 'SNAP47 (116841)', 'ACVR2B (93)', 'FABP6 (2172)', 'CAV2 (858)', 'ERP44 (23071)', 'MTHFSD (64779)', 'TTYH1 (57348)', 'DNAL1 (83544)', 'SPRN (503542)', 'E2F1 (1869)', 'MAP3K9 (4293)', 'TAS2R42 (353164)', 'C6orf201 (404220)', 'DNER (92737)', 'CBLL1 (79872)', 'RTN4IP1 (84816)', 'CCZ1 (51622)', 'ZIM2 (23619)', 'TRIM65 (201292)', 'PDRG1 (81572)', 'IL26 (55801)', 'CEP295 (85459)', 'EIF3K (27335)', 'PDE6G (5148)', 'UPK3BL1 (100134938)', 'LZTR1 (8216)', 'CDH15 (1013)', 'DHRS4L2 (317749)', 'GTPBP3 (84705)', 'C5orf15 (56951)', 'CFAP221 (200373)', 'SIAE (54414)', 'ATP8B1 (5205)', 'FMOD (2331)', 'RHCE (6006)', 'CNTN5 (53942)', 'SPANXN5 (494197)', 'PPP1R1C (151242)', 'WDR7 (23335)', 'ANXA11 (311)', 'TPP2 (7174)', 'DAB2 (1601)', 'WDR82 (80335)', 'GPR65 (8477)', 'GLYATL2 (219970)', 'PDE6D (5147)', 'USP17L19 (100287404)', 'ZFP69 (339559)', 'XAGE3 (170626)', 'GTF3A (2971)', 'ASMT (438)', 'CASP4 (837)', 'MARS1 (4141)', 'PRIMA1 (145270)', 'TOMM22 (56993)', 'CLIC4 (25932)', 'TAF10 (6881)', 'GPM6A (2823)', 'SULT1A1 (6817)', 'SNRPG (6637)', 'FHIT (2272)', 'USP38 (84640)', 'ZMYND12 (84217)', 'RASA4 (10156)', 'RIOK3 (8780)', 'NOL9 (79707)', 'LIPN (643418)', 'GNG8 (94235)', 'SHMT1 (6470)', 'PLIN5 (440503)', 'ARHGAP11B (89839)', 'SPINK2 (6691)', 'KRT83 (3889)', 'NUP88 (4927)', 'ARHGEF11 (9826)', 'ZKSCAN5 (23660)', 'DHX40 (79665)', 'CT83 (203413)', 'VAT1 (10493)', 'PRKAR1A (5573)', 'MS4A12 (54860)', 'ZNF737 (100129842)', 'SLC6A2 (6530)', 'HPS5 (11234)', 'BRF1 (2972)', 'KLF1 (10661)', 'OR7G1 (125962)', 'S100A6 (6277)', 'PKLR (5313)', 'TAFA1 (407738)', 'ZC3H12A (80149)', 'LUC7L (55692)', 'AIMP1 (9255)', 'HINFP (25988)', 'FOXD2 (2306)', 'PEA15 (8682)', 'AGBL2 (79841)', 'UNC5CL (222643)', 'VCP (7415)', 'KLHL12 (59349)', 'AFM (173)', 'UNC13D (201294)', 'TMEM258 (746)', 'EFCAB10 (100130771)', 'SEZ6 (124925)', 'PRKN (5071)', 'ERICH6B (220081)', 'CD300E (342510)', 'GALNT15 (117248)', 'LXN (56925)', 'MTUS2 (23281)', 'POLE2 (5427)', 'TMEM18 (129787)', 'EMC8 (10328)', 'MTERF2 (80298)', 'TBX3 (6926)', 'CCDC180 (100499483)', 'ARL13A (392509)', 'MUC6 (4588)', 'RAB44 (401258)', 'RBMX2 (51634)', 'ZNF774 (342132)', 'C6orf226 (441150)', 'ACTL7B (10880)', 'MYT1 (4661)', 'GOLGA6L22 (440243)', 'PIK3R2 (5296)', 'ACLY (47)', 'RETNLB (84666)', 'NAA15 (80155)', 'KCNG1 (3755)', 'C11orf58 (10944)', 'TMEM255A (55026)', 'ANGPTL5 (253935)', 'TEDDM1 (127670)', 'ACSBG2 (81616)', 'IL16 (3603)', 'ZNF154 (7710)', 'ASAH2 (56624)', 'PDCD10 (11235)', 'PABPC1L2B (645974)', 'OR4D5 (219875)', 'SORBS3 (10174)', 'ZNF704 (619279)', 'CSNKA2IP (111064647)', 'CCNY (219771)', 'RBM14-RBM4 (100526737)', 'GTF3C2 (2976)', 'UGT1A6 (54578)', 'GSDME (1687)', 'PUS10 (150962)', 'SEPTIN1 (1731)', 'FERD3L (222894)', 'RNF149 (284996)', 'ZRANB3 (84083)', 'SPATA20 (64847)', 'NUF2 (83540)', 'ANGPTL4 (51129)', 'KRTCAP2 (200185)', 'OR51I1 (390063)', 'ANKLE2 (23141)', 'PNO1 (56902)', 'ZNF610 (162963)', 'NMRK1 (54981)', 'PHLDA2 (7262)', 'RNF227 (284023)', 'TMOD3 (29766)', 'NMNAT3 (349565)', 'THAP3 (90326)', 'RPS14 (6208)', 'VPS52 (6293)', 'ZNF740 (283337)', 'RAP1GDS1 (5910)', 'OR8G1 (26494)', 'MX1 (4599)', 'ZNF521 (25925)', 'HOMER3 (9454)', 'SCLY (51540)', 'DDX51 (317781)', 'KLK1 (3816)', 'NRXN3 (9369)', 'SLC23A2 (9962)', 'SCFD2 (152579)', 'HEPH (9843)', 'HNF4G (3174)', 'POLR3H (171568)', 'CD300A (11314)', 'PARVG (64098)', 'IMPACT (55364)', 'H4C13 (8368)', 'FOXD4L1 (200350)', 'MMAB (326625)', 'HSD17B10 (3028)', 'LRP11 (84918)', 'FNDC7 (163479)', 'GPSM3 (63940)', 'SERF2 (10169)', 'KRTDAP (388533)', 'ZMAT1 (84460)', 'TGM5 (9333)', 'MYO18A (399687)', 'F8A3 (474384)', 'LRRC14 (9684)', 'JAK1 (3716)', 'RFTN2 (130132)', 'SRGAP2B (647135)', 'SLC30A9 (10463)', 'MPST (4357)', 'ARHGEF4 (50649)', 'NMRAL1 (57407)', 'ZDHHC2 (51201)', 'RICTOR (253260)', 'DRP2 (1821)', 'SLC35B4 (84912)', 'DNAJB6 (10049)', 'CSTF2 (1478)', 'NSUN4 (387338)', 'HECTD2 (143279)', 'LMAN2 (10960)', 'ATP6V0A1 (535)', 'RASL10A (10633)', 'CYP27A1 (1593)', 'MAP3K11 (4296)', 'ANKRD35 (148741)', 'DDX24 (57062)', 'CYTIP (9595)', 'SQOR (58472)', 'SHISAL2B (100132916)', 'CORO7-PAM16 (100529144)', 'TBC1D5 (9779)', 'CPT2 (1376)', 'DNAJC4 (3338)', 'PMM2 (5373)', 'NCAPH2 (29781)', 'OR5C1 (392391)', 'VSIG4 (11326)', 'GPR132 (29933)', 'RYR2 (6262)', 'CEACAM7 (1087)', 'ONECUT2 (9480)', 'NBPF20 (100288142)', 'SCUBE3 (222663)', 'FABP9 (646480)', 'TP53TG3F (102724127)', 'COL12A1 (1303)', 'DPH5 (51611)', 'STXBP3 (6814)', 'PAIP2B (400961)', 'IZUMO2 (126123)', 'TMEM209 (84928)', 'RNASEK (440400)', 'ZNF585B (92285)', 'RPL9 (6133)', 'PHRF1 (57661)', 'PLAT (5327)', 'CAGE1 (285782)', 'C2CD3 (26005)', 'SYNE4 (163183)', 'H2AC17 (8336)', 'HEATR4 (399671)', 'NPC2 (10577)', 'ZNF532 (55205)', 'MYO9A (4649)', 'SIK1 (150094)', 'PKDCC (91461)', 'DPP9 (91039)', 'GCC1 (79571)', 'OSBPL11 (114885)', 'RHEBL1 (121268)', 'USP17L13 (100287238)', 'DLGAP1 (9229)', 'ATP2B1 (490)', 'STAB2 (55576)', 'POLR3E (55718)', 'DMRT3 (58524)', 'ZNF416 (55659)', 'CCDC127 (133957)', 'CROT (54677)', 'DUOX2 (50506)', 'PON1 (5444)', 'GPATCH1 (55094)', 'PLIN3 (10226)', 'CD3D (915)', 'ZKSCAN8 (7745)', 'RPL10A (4736)', 'SLC28A3 (64078)', 'KIF5B (3799)', 'MDFIC (29969)', 'KERA (11081)', 'SPTB (6710)', 'NAT16 (375607)', 'FOLR2 (2350)', 'LCN15 (389812)', 'C5AR1 (728)', 'OLFML3 (56944)', 'LCORL (254251)', 'KIAA1549L (25758)', 'HOMER2 (9455)', 'CLEC4D (338339)', 'LCN12 (286256)', 'TRMT9B (57604)', 'TBCCD1 (55171)', 'HNRNPCL3 (649330)', 'DSTN (11034)', 'TTC16 (158248)', 'KRT33B (3884)', 'LRRC72 (100506049)', 'CTDSPL2 (51496)', 'CCSER1 (401145)', 'SOHLH1 (402381)', 'SDS (10993)', 'BTG1 (694)', 'OR56A3 (390083)', 'TMLHE (55217)', 'VCY1B (353513)', 'KLF17 (128209)', 'NOL4L (140688)', 'RASAL3 (64926)', 'DMAC2L (27109)', 'HLA-C (3107)', 'CLASRP (11129)', 'SLC2A4RG (56731)', 'EDN1 (1906)', 'DIPK1C (125704)', 'IL5RA (3568)', 'PKN3 (29941)', 'SPG7 (6687)', 'RBM15B (29890)', 'VPS37D (155382)', 'PDE6H (5149)', 'NLRX1 (79671)', 'MALL (7851)', 'TMEM132D (121256)', 'TIE1 (7075)', 'PGAM4 (441531)', 'PIPOX (51268)', 'NDUFAF8 (284184)', 'DHX8 (1659)', 'B3GAT2 (135152)', 'EIF4A1 (1973)', 'NAT1 (9)', 'ATP6V0E2 (155066)', 'PDP2 (57546)', 'OR4F6 (390648)', 'CMTM4 (146223)', 'DSTYK (25778)', 'NPHS1 (4868)', 'LIN7B (64130)', 'MTRF1L (54516)', 'CNPY3 (10695)', 'SHISAL2A (348378)', 'GRIK4 (2900)', 'DTX1 (1840)', 'WARS2 (10352)', 'HS3ST3A1 (9955)', 'ZNF765 (91661)', 'LYPD8 (646627)', 'TAF13 (6884)', 'CA2 (760)', 'YWHAZ (7534)', 'SLC25A28 (81894)', 'MRO (83876)', 'HORMAD1 (84072)', 'CHCHD1 (118487)', 'SMIM10L2A (399668)', 'OGDHL (55753)', 'CSTF1 (1477)', 'PCYOX1 (51449)', 'TTLL12 (23170)', 'DEPDC5 (9681)', 'CYB5R3 (1727)', 'MLH3 (27030)', 'ACTL7A (10881)', 'RPP38 (10557)', 'CFAP77 (389799)', 'OR2T27 (403239)', 'CCDC184 (387856)', 'GCM1 (8521)', 'ZG16B (124220)', 'DKKL1 (27120)', 'NKAIN2 (154215)', 'AHRR (57491)', 'C17orf75 (64149)', 'KCNQ1 (3784)', 'LY6E (4061)', 'ACTN1 (87)', 'XIAP (331)', 'TMEM9 (252839)', 'SNCA (6622)', 'GNGT2 (2793)', 'RAP1B (5908)', 'GNL3L (54552)', 'PREX2 (80243)', 'MEIKIN (728637)', 'TGIF2 (60436)', 'NDUFB4 (4710)', 'CTSZ (1522)', 'GLOD4 (51031)', 'SCN9A (6335)', 'OAS2 (4939)', 'ZFR (51663)', 'ATP5F1D (513)', 'LSP1 (4046)', 'RTKN (6242)', 'HMGCS2 (3158)', 'PRR23C (389152)', 'ATP11C (286410)', 'OR51L1 (119682)', 'APPL1 (26060)', 'OR7E24 (26648)', 'DNAJB1 (3337)', 'CHN1 (1123)', 'MICB (4277)', 'FARSB (10056)', 'AKAP12 (9590)', 'ADGRG3 (222487)', 'CCN6 (8838)', 'SUPT20HL1 (100130302)', 'ABCC9 (10060)', 'GPR33 (2856)', 'DBN1 (1627)', 'SLC12A6 (9990)', 'SBNO2 (22904)', 'FRYL (285527)', 'DOCK9 (23348)', 'MRPL52 (122704)', 'MAP6D1 (79929)', 'HLTF (6596)', 'PHOX2A (401)', 'NLRP1 (22861)', 'C1orf146 (388649)', 'MACROH2A2 (55506)', 'CAPN2 (824)', 'HRK (8739)', 'TAAR2 (9287)', 'SSU72 (29101)', 'ATG101 (60673)', 'LCLAT1 (253558)', 'PROZ (8858)', 'ADAMTS4 (9507)', 'EPHB3 (2049)', 'OR6A2 (8590)', 'PCDHGA10 (56106)', 'FRS2 (10818)', 'SCN2A (6326)', 'UMPS (7372)', 'RHPN1 (114822)', 'TREML1 (340205)', 'FOXP2 (93986)', 'SOCS6 (9306)', 'GCLC (2729)', 'MANSC1 (54682)', 'RAD23B (5887)', 'CBY2 (220082)', 'NIPAL3 (57185)', 'TRIM44 (54765)', 'PTPN2 (5771)', 'ERBB4 (2066)', 'DRD5 (1816)', 'RASAL1 (8437)', 'SYNDIG1 (79953)', 'DDTL (100037417)', 'LPAR1 (1902)', 'PLAAT3 (11145)', 'EDDM3B (64184)', 'GMPR2 (51292)', 'MYMK (389827)', 'LRRC71 (149499)', 'TGFB3 (7043)', 'DUT (1854)', 'YBX3 (8531)', 'RNF17 (56163)', 'UHMK1 (127933)', 'PLAC1 (10761)', 'RGS16 (6004)', 'ZBTB7B (51043)', 'KRTAP4-6 (81871)', 'ABHD17C (58489)', 'FGF1 (2246)', 'RCN3 (57333)', 'TADA2B (93624)', 'NDST3 (9348)', 'TFAP4 (7023)', 'TBC1D4 (9882)', 'EZH1 (2145)', 'SNRNP48 (154007)', 'CCL22 (6367)', 'MIPOL1 (145282)', 'DST (667)', 'CD8B2 (927)', 'PROX1 (5629)', 'CAPRIN2 (65981)', 'PRKCSH (5589)', 'DNAJC28 (54943)', 'MAPK6 (5597)', 'NHP2 (55651)', 'KLHL30 (377007)', 'SPRY3 (10251)', 'COL20A1 (57642)', 'SCIN (85477)', 'RASGRP2 (10235)', 'CYB5A (1528)', 'OR10A2 (341276)', 'HNRNPC (3183)', 'PTPN7 (5778)', 'CRIPT (9419)', 'GINM1 (116254)', 'SPR (6697)', 'FLNC (2318)', 'PTPRQ (374462)', 'USP29 (57663)', 'VPREB1 (7441)', 'TMEM198 (130612)', 'ERVFRD-1 (405754)', 'VPS37B (79720)', 'PIMREG (54478)', 'SMCR8 (140775)', 'POU5F1B (5462)', 'FOXA2 (3170)', 'GART (2618)', 'MAP7 (9053)', 'SPRTN (83932)', 'ZNF773 (374928)', 'LILRA4 (23547)', 'NBPF9 (400818)', 'LRRIQ1 (84125)', 'KLK14 (43847)', 'SCGB2A2 (4250)', 'C12orf4 (57102)', 'ESM1 (11082)', 'CT45A3 (441519)', 'PGK2 (5232)', 'OR5H14 (403273)', 'DYDC1 (143241)', 'PARD6B (84612)', 'C4orf36 (132989)', 'USP35 (57558)', 'NBL1 (4681)', 'ZP4 (57829)', 'TMEM37 (140738)', 'ADAM28 (10863)', 'ZNF213 (7760)', 'POLK (51426)', 'SOX13 (9580)', 'CAVIN1 (284119)', 'AP1S2 (8905)', 'TRAF5 (7188)', 'CDR1 (1038)', 'ZNF827 (152485)', 'TRMT10C (54931)', 'PLA2G2C (391013)', 'CSTA (1475)', 'MPP7 (143098)', 'OR9G1 (390174)', 'PER3 (8863)', 'OR8D2 (283160)', 'PBXIP1 (57326)', 'CS (1431)', 'HMGCL (3155)', 'H4C2 (8366)', 'TH (7054)', 'KITLG (4254)', 'UGP2 (7360)', 'DERL1 (79139)', 'PCNA (5111)', 'MYH10 (4628)', 'CLDN3 (1365)', 'SGTB (54557)', 'PTPRM (5797)', 'KRTAP13-1 (140258)', 'NFKBIZ (64332)', 'ELMOD1 (55531)', 'OR13C5 (138799)', 'EGF (1950)', 'FABP1 (2168)', 'FLNB (2317)', 'POLA2 (23649)', 'CUL7 (9820)', 'TKT (7086)', 'CHST1 (8534)', 'TMPRSS9 (360200)', 'RAB3GAP1 (22930)', 'CFAP74 (85452)', 'BCL7C (9274)', 'CD55 (1604)', 'SLCO1B3-SLCO1B7 (338821)', 'SERPINA5 (5104)', 'OTP (23440)', 'ATXN2L (11273)', 'DYNC1I1 (1780)', 'LHX9 (56956)', 'ADAM8 (101)', 'PDGFA (5154)', 'NOL8 (55035)', 'MAB21L4 (79919)', 'FBLN1 (2192)', 'PHF21B (112885)', 'KCNT1 (57582)', 'IQCH (64799)', 'BFAR (51283)', 'TTC6 (319089)', 'AJAP1 (55966)', 'TXNRD1 (7296)', 'CATSPER3 (347732)', 'CBLC (23624)', 'CPLX2 (10814)', 'CHRNA7 (1139)', 'C2orf15 (150590)', 'MCM3 (4172)', 'GPC1 (2817)', 'PHETA2 (150368)', 'DNAJC9 (23234)', 'KIF13B (23303)', 'SKIL (6498)', 'COX6C (1345)', 'DGKD (8527)', 'GOLM2 (113201)', 'GLRX (2745)', 'PDHX (8050)', 'RHOJ (57381)', 'CIAO1 (9391)', 'TRERF1 (55809)', 'LRIT3 (345193)', 'ZNF841 (284371)', 'RASD2 (23551)', 'GRHPR (9380)', 'CRABP1 (1381)', 'KCNRG (283518)', 'PLCL1 (5334)', 'POU3F3 (5455)', 'TNFRSF11A (8792)', 'CRYGB (1419)', 'OR6C75 (390323)', 'KHDC3L (154288)', 'TGDS (23483)', 'TMBIM4 (51643)', 'MSH3 (4437)', 'CCDC187 (399693)', 'SYP (6855)', 'RRM1 (6240)', 'IFI27 (3429)', 'ALS2CL (259173)', 'PDCD1LG2 (80380)', 'CTSD (1509)', 'FAM214A (56204)', 'ZNF106 (64397)', 'IK (3550)', 'FLG2 (388698)', 'DEPP1 (11067)', 'GRPEL1 (80273)', 'HNRNPH1 (3187)', 'IFNL3 (282617)', 'GAGE12C (729422)', 'LMBRD1 (55788)', 'CA1 (759)', 'EML3 (256364)', 'MSL1 (339287)', 'ZCWPW1 (55063)', 'TF (7018)', 'HELLS (3070)', 'TRAPPC3L (100128327)', 'PBOV1 (59351)', 'IFNA10 (3446)', 'MIS12 (79003)', 'MRPL1 (65008)', 'HSD3B7 (80270)', 'CLDN17 (26285)', 'OR10D3 (26497)', 'TAF9 (6880)', 'VPS4B (9525)', 'ZBTB46 (140685)', 'ZNF140 (7699)', 'EXOC5 (10640)', 'SEMA4D (10507)', 'NAA25 (80018)', 'HOXA1 (3198)', 'PARG (8505)', 'TET2 (54790)', 'SLURP2 (432355)', 'CFAP157 (286207)', 'UHRF1BP1 (54887)', 'TRIM43 (129868)', 'NELFCD (51497)', 'TVP23A (780776)', 'GRWD1 (83743)', 'VIPAS39 (63894)', 'TTLL7 (79739)', 'H2BC7 (8343)', 'VGLL1 (51442)', 'PLA2G4D (283748)', 'DCAF12L1 (139170)', 'SYT3 (84258)', 'PIDD1 (55367)', 'ARHGAP1 (392)', 'GORAB (92344)', 'S1PR5 (53637)', 'DPYSL3 (1809)', 'PCIF1 (63935)', 'MEF2A (4205)', 'NOX4 (50507)', 'PRSS53 (339105)', 'GUCY1A1 (2982)', 'MYADML2 (255275)', 'NANOGNB (360030)', 'TNFSF13 (8741)', 'OR51T1 (401665)', 'ERICH2 (285141)', 'ZNF567 (163081)', 'MON1A (84315)', 'RP2 (6102)', 'ANHX (647589)', 'BCL11B (64919)', 'C3orf62 (375341)', 'C10orf99 (387695)', 'AKAP3 (10566)', 'AP1S1 (1174)', 'MTIF2 (4528)', 'STS (412)', 'TRIM64B (642446)', 'ZNF135 (7694)', 'BDKRB1 (623)', 'FHL5 (9457)', 'RPUSD1 (113000)', 'ZNF611 (81856)', 'ENTHD1 (150350)', 'MAP3K6 (9064)', 'KRTCAP3 (200634)', 'MAGEA6 (4105)', 'MAGEC1 (9947)', 'MGAT5B (146664)', 'PTK2 (5747)', 'ITM2C (81618)', 'LACTB2 (51110)', 'STK11IP (114790)', 'SULF1 (23213)', 'PCOLCE (5118)', 'TM4SF1 (4071)', 'GCGR (2642)', 'DNAJC10 (54431)', 'DAAM1 (23002)', 'CYB5R2 (51700)', 'RNF182 (221687)', 'MYH3 (4621)', 'COQ8B (79934)', 'PAXIP1 (22976)', 'SEPTIN8 (23176)', 'SCAND1 (51282)', 'SPIN4 (139886)', 'ZDHHC11B (653082)', 'SYNRG (11276)', 'WDR89 (112840)', 'FAR2 (55711)', 'SPATA5L1 (79029)', 'B4GAT1 (11041)', 'MAEA (10296)', 'PRR5-ARHGAP8 (553158)', 'SLC45A3 (85414)', 'ESD (2098)', 'OR2J3 (442186)', 'CCDC12 (151903)', 'ZNF813 (126017)', 'P4HTM (54681)', 'TRIM6 (117854)', 'FAM205A (259308)', 'MKX (283078)', 'EZHIP (340602)', 'ZNF100 (163227)', 'AKR1A1 (10327)', 'C2orf72 (257407)', 'ACSS1 (84532)', 'CCDC28B (79140)', 'FAM174B (400451)', 'FAM160B1 (57700)', 'SAR1B (51128)', 'OR2D2 (120776)', 'PABPC1L (80336)', 'SH3TC1 (54436)', 'SCGB1D2 (10647)', 'FCRLB (127943)', 'MRPS30 (10884)', 'GLYATL3 (389396)', 'ETV5 (2119)', 'BSCL2 (26580)', 'ACTR3 (10096)', 'PRDM2 (7799)', 'HAPLN3 (145864)', 'CCT7 (10574)', 'MYF5 (4617)', 'SPRYD4 (283377)', 'CLK2 (1196)', 'IFITM2 (10581)', 'NDRG3 (57446)', 'SLC7A10 (56301)', 'HACD3 (51495)', 'SPATA7 (55812)', 'TMEM178A (130733)', 'SSR2 (6746)', 'GPX8 (493869)', 'CPT1C (126129)', 'PRB4 (5545)', 'EXTL3 (2137)', 'CCDC171 (203238)', 'TMEM43 (79188)', 'ABHD16A (7920)', 'CCL26 (10344)', 'ESRP1 (54845)', 'POMC (5443)', 'SLC35F5 (80255)', 'TPPP3 (51673)', 'RTEL1 (51750)', 'KHDC1L (100129128)', 'SFPQ (6421)', 'KAT8 (84148)', 'DOLPP1 (57171)', 'ANGPTL6 (83854)', 'MRPS25 (64432)', 'ARMT1 (79624)', 'BTBD8 (284697)', 'SNX2 (6643)', 'ABO (28)', 'BORCS8 (729991)', 'LCA5 (167691)', 'CRP (1401)', 'ZNF497 (162968)', 'DSCAML1 (57453)', 'PRAMEF12 (390999)', 'CCDC167 (154467)', 'PLOD1 (5351)', 'SHROOM4 (57477)', 'GRID1 (2894)', 'LRRC10 (376132)', 'MYH1 (4619)', 'ZW10 (9183)', 'PLA2G12A (81579)', 'DNMT1 (1786)', 'NES (10763)', 'MYH11 (4629)', 'MARCHF7 (64844)', 'ZNF189 (7743)', 'PCBP1 (5093)', 'HLA-F (3134)', 'SPATA25 (128497)', 'PLA2G12B (84647)', 'SOCS7 (30837)', 'NPIPB12 (440353)', 'DMRTA1 (63951)', 'FAM3B (54097)', 'SLC2A8 (29988)', 'PLEKHA7 (144100)', 'TRPV5 (56302)', 'AGRP (181)', 'INSM1 (3642)', 'ZMIZ1 (57178)', 'TTF1 (7270)', 'UCP2 (7351)', 'CYP2E1 (1571)', 'MGAT3 (4248)', 'RAG1 (5896)', 'TRAM1 (23471)', 'CNPY2 (10330)', 'TOR1AIP1 (26092)', 'PRR35 (146325)', 'TWSG1 (57045)', 'HDDC2 (51020)', 'GCNA (93953)', 'DTWD2 (285605)', 'ABCA4 (24)', 'TLR5 (7100)', 'CFAP73 (387885)', 'GABRA6 (2559)', 'JPT2 (90861)', 'CCNQ (92002)', 'OLFML2B (25903)', 'CLYBL (171425)', 'LELP1 (149018)', 'EDAR (10913)', 'OR2T4 (127074)', 'TNFAIP8L2 (79626)', 'AANAT (15)', 'POLR2J (5439)', 'PSME3IP1 (80011)', 'FAM20C (56975)', 'TUT4 (23318)', 'LRRC29 (26231)', 'OR2A5 (393046)', 'TYW1B (441250)', 'IDE (3416)', 'PUDP (8226)', 'GRID2 (2895)', 'SLC39A13 (91252)', 'TNFRSF4 (7293)', 'LRRD1 (401387)', 'PAX1 (5075)', 'PSD2 (84249)', 'FAM151A (338094)', 'CFAP20DC (200844)', 'IPO5 (3843)', 'MVP (9961)', 'ARV1 (64801)', 'FGFR1OP2 (26127)', 'PRKRA (8575)', 'SNAI2 (6591)', 'B3GNT3 (10331)', 'NDUFB5 (4711)', 'PKNOX2 (63876)', 'VASP (7408)', 'OR6C76 (390326)', 'HS3ST5 (222537)', 'ZNF749 (388567)', 'SLC2A3 (6515)', 'HERC3 (8916)', 'ESS2 (8220)', 'KBTBD8 (84541)', 'PCYT1A (5130)', 'FBXO41 (150726)', 'CD274 (29126)', 'SLFN5 (162394)', 'EIPR1 (7260)', 'HAMP (57817)', 'TMEM132C (92293)', 'PLEC (5339)', 'ANAPC7 (51434)', 'ACOT6 (641372)', 'RGS5 (8490)', 'FERMT3 (83706)', 'SERTAD4 (56256)', 'NOL12 (79159)', 'HAND2 (9464)', 'STK32B (55351)', 'CIT (11113)', 'LYST (1130)', 'KNG1 (3827)', 'TRPV2 (51393)', 'POLI (11201)', 'LIPM (340654)', 'ANKRD44 (91526)', 'EFHD2 (79180)', 'ALDH16A1 (126133)', 'FGG (2266)', 'SIGLEC12 (89858)', 'SLC38A2 (54407)', 'TADA2A (6871)', 'EIF4G2 (1982)', 'ROM1 (6094)', 'CLPS (1208)', 'TOB2 (10766)', 'LMAN1 (3998)', 'FAM177B (400823)', 'SEC13 (6396)', 'TDRKH (11022)', 'ITPRIPL2 (162073)', 'ORC3 (23595)', 'HAUS2 (55142)', 'TMC6 (11322)', 'IGSF21 (84966)', 'GRHL3 (57822)', 'BRWD3 (254065)', 'COX6B1 (1340)', 'GPR22 (2845)', 'ANKS1A (23294)', 'OR2AE1 (81392)', 'ZPBP (11055)', 'ZC3HC1 (51530)', 'POLD1 (5424)', 'CBX1 (10951)', 'SEC22B (9554)', 'FBXO28 (23219)', 'ANAPC4 (29945)', 'IQCJ-SCHIP1 (29970)', 'ST3GAL5 (8869)', 'KIAA1109 (84162)', 'DDX18 (8886)', 'DNAJC2 (27000)', 'IQCF1 (132141)', 'CUX1 (1523)', 'PCDHGA2 (56113)', 'TMEM268 (203197)', 'DSG3 (1830)', 'GJA1 (2697)', 'PACS1 (55690)', 'PRAMEF13 (400736)', 'TBC1D22A (25771)', 'SUOX (6821)', 'CIITA (4261)', 'RANGRF (29098)', 'CAND2 (23066)', 'NKX2-1 (7080)', 'LENG1 (79165)', 'SPINDOC (144097)', 'CCDC54 (84692)', 'METTL1 (4234)', 'RASSF5 (83593)', 'NINL (22981)', 'TEC (7006)', 'TMEM121 (80757)', 'LRRC6 (23639)', 'GDPD4 (220032)', 'OR2W3 (343171)', 'C2orf78 (388960)', 'SELENOV (348303)', 'ZNF75D (7626)', 'EFS (10278)', 'PROK2 (60675)', 'ZNF888 (388559)', 'ZSCAN5B (342933)', 'NDUFS5 (4725)', 'ANKRD13C (81573)', 'GGCT (79017)', 'CPQ (10404)', 'SH2D6 (284948)', 'TENT5D (169966)', 'TEX26 (122046)', 'TBC1D8 (11138)', 'RASGRP1 (10125)', 'OR6J1 (79549)', 'FBXL13 (222235)', 'GFI1B (8328)', 'AMFR (267)', 'FLRT1 (23769)', 'KIRREL3 (84623)', 'SUMO1 (7341)', 'SYPL2 (284612)', 'CCN3 (4856)', 'RBM34 (23029)', 'CELSR1 (9620)', 'GFOD2 (81577)', 'ACSS2 (55902)', 'PKMYT1 (9088)', 'IL21 (59067)', 'ZNF630 (57232)', 'GBGT1 (26301)', 'CFAP94 (55259)', 'AGTPBP1 (23287)', 'ARMC9 (80210)', 'MYF6 (4618)', 'CCDC25 (55246)', 'MCU (90550)', 'PWWP3A (84939)', 'CGB2 (114336)', 'FBXL15 (79176)', 'EPHA2 (1969)', 'ZNF22 (7570)', 'DNAH7 (56171)', 'HDGFL3 (50810)', 'FOXJ3 (22887)', 'FOXA3 (3171)', 'STIM2 (57620)', 'COX18 (285521)', 'COX6A1 (1337)', 'SPINK6 (404203)', 'SEMA3D (223117)', 'ADAM15 (8751)', 'GTF2A1 (2957)', 'DDX25 (29118)', 'NMNAT2 (23057)', 'BASP1 (10409)', 'HNRNPA2B1 (3181)', 'TNFSF18 (8995)', 'RAB3GAP2 (25782)', 'H3C4 (8351)', 'HHAT (55733)', 'ZNF207 (7756)', 'SUPT6H (6830)', 'G6PC2 (57818)', 'ATG16L2 (89849)', 'WASF2 (10163)', 'LMO1 (4004)', 'GOLGA8A (23015)', 'GLIPR1L2 (144321)', 'CIDEC (63924)', 'PSMB7 (5695)', 'PADI4 (23569)', 'LGALS7 (3963)', 'PLEKHB2 (55041)', 'GJA3 (2700)', 'ZNF627 (199692)', 'ARC (23237)', 'AADACL2 (344752)', 'PTPRO (5800)', 'PIH1D1 (55011)', 'IRF4 (3662)', 'SLC7A1 (6541)', 'SNAP91 (9892)', 'ELP6 (54859)', 'RALBP1 (10928)', 'CYP2J2 (1573)', 'PRAF2 (11230)', 'PSMD3 (5709)', 'SERTAD3 (29946)', 'MRPS7 (51081)', 'OR5AK2 (390181)', 'VPS18 (57617)', 'MYO7A (4647)', 'FAM131A (131408)', 'FAM107B (83641)', 'BZW2 (28969)', 'PCGF2 (7703)', 'H2AC21 (317772)', 'CLBA1 (122616)', 'BTBD10 (84280)', 'PPCS (79717)', 'C22orf42 (150297)', 'KLF11 (8462)', 'BSN (8927)', 'TWNK (56652)', 'SCAF1 (58506)', 'RNF14 (9604)', 'SLC66A2 (80148)', 'RESF1 (55196)', 'NARS1 (4677)', 'NAA11 (84779)', 'MARCHF6 (10299)', 'CHD4 (1108)', 'GPNMB (10457)', 'DAO (1610)', 'RALGAPB (57148)', 'PRSS48 (345062)', 'EIF5 (1983)', 'CPNE2 (221184)', 'POMK (84197)', 'RNF144B (255488)', 'NTSR2 (23620)', 'DOK4 (55715)', 'DNAH3 (55567)', 'OR1A1 (8383)', 'C1orf100 (200159)', 'GHRL (51738)', 'ZSCAN32 (54925)', 'BST1 (683)', 'DTX4 (23220)', 'LDOC1 (23641)', 'RECK (8434)', 'LIMD1 (8994)', 'NEBL (10529)', 'CYB561 (1534)', 'FRMD8 (83786)', 'YEATS4 (8089)', 'HSDL2 (84263)', 'ZNF560 (147741)', 'TXNDC15 (79770)', 'MBD3L4 (653656)', 'CNN3 (1266)', 'SGCE (8910)', 'LILRB2 (10288)', 'ABRACL (58527)', 'RBM4B (83759)', 'FOXF2 (2295)', 'SLC5A5 (6528)', 'MIER3 (166968)', 'LRRC8E (80131)', 'WSB2 (55884)', 'TRIM77 (390231)', 'NDUFV1 (4723)', 'ADAM30 (11085)', 'ZP3 (7784)', 'SPDYA (245711)', 'STK17B (9262)', 'HBD (3045)', 'ICAM3 (3385)', 'CYB561A3 (220002)', 'FHOD1 (29109)', 'AGTRAP (57085)', 'NPIPB9 (100507607)', 'C10orf120 (399814)', 'CSNK1A1L (122011)', 'RRP8 (23378)', 'CLEC2D (29121)', 'BHLHE41 (79365)', 'C1S (716)', 'LZTS1 (11178)', 'SMURF1 (57154)', 'GCFC2 (6936)', 'POLR1C (9533)', 'HINT2 (84681)', 'AFAP1L2 (84632)', 'ZBBX (79740)', 'VEPH1 (79674)', 'ZNF524 (147807)', 'LRRC8C (84230)', 'DAP (1611)', 'ZNF787 (126208)', 'DIAPH1 (1729)', 'MYBBP1A (10514)', 'STXBP6 (29091)', 'P2RY8 (286530)', 'VXN (254778)', 'STYXL1 (51657)', 'LRP2 (4036)', 'DPY19L1 (23333)', 'BTBD6 (90135)', 'FAM217B (63939)', 'JOSD2 (126119)', 'AGXT (189)', 'ASCL3 (56676)', 'DEFB114 (245928)', 'TALDO1 (6888)', 'LGALS7B (653499)', 'MAGEC2 (51438)', 'POLR3A (11128)', 'C5orf49 (134121)', 'CYB5D1 (124637)', 'FIP1L1 (81608)', 'SDC1 (6382)', 'KLC4 (89953)', 'APBB2 (323)', 'CTSE (1510)', 'FSIP2 (401024)', 'GRK5 (2869)', 'HLA-DRA (3122)', 'BAG5 (9529)', 'CUL4B (8450)', 'STPG2 (285555)', 'PIN1 (5300)', 'ZNF570 (148268)', 'RAB19 (401409)', 'GGN (199720)', 'QRFPR (84109)', 'GPR176 (11245)', 'ELK3 (2004)', 'IL20RB (53833)', 'CCDC144A (9720)', 'TNFAIP2 (7127)', 'PCDH1 (5097)', 'GPR85 (54329)', 'PTPRK (5796)', 'LHX5 (64211)', 'C1QTNF4 (114900)', 'MYLIP (29116)', 'FOXI1 (2299)', 'PEX5 (5830)', 'LIMD2 (80774)', 'ALAD (210)', 'ZNF469 (84627)', 'USH1G (124590)', 'SPRYD3 (84926)', 'C8orf48 (157773)', 'EPHB1 (2047)', 'MUC5B (727897)', 'STXBP1 (6812)', 'DACH2 (117154)', 'PEAK1 (79834)', 'DHRS9 (10170)', 'ORC2 (4999)', 'LETM1 (3954)', 'C12orf71 (728858)', 'TLN1 (7094)', 'MEGF10 (84466)', 'AIRE (326)', 'EEF1AKMT2 (399818)', 'PRR23A (729627)', 'SERP1 (27230)', 'FCGRT (2217)', 'DUSP7 (1849)', 'PRRG4 (79056)', 'PRRC2A (7916)', 'NTF4 (4909)', 'TMEM176A (55365)', 'DISP2 (85455)', 'PCF11 (51585)', 'PPM1F (9647)', 'YME1L1 (10730)', 'ZCCHC24 (219654)', 'PDS5A (23244)', 'ELOVL3 (83401)', 'TIGD3 (220359)', 'TEN1 (100134934)', 'CES5A (221223)', 'HSD17B8 (7923)', 'PAK3 (5063)', 'TOX2 (84969)', 'NEXN (91624)', 'ABTB2 (25841)', 'VPS53 (55275)', 'GALNT6 (11226)', 'CSKMT (751071)', 'CUL2 (8453)', 'NEUROD2 (4761)', 'USP40 (55230)', 'CILP2 (148113)', 'DRC3 (83450)', 'VGLL4 (9686)', 'PCDHA12 (56137)', 'ZNF19 (7567)', 'IQGAP3 (128239)', 'AGXT2 (64902)', 'CADM4 (199731)', 'NUP35 (129401)', 'PURB (5814)', 'PCDHA8 (56140)', 'MAPKBP1 (23005)', 'ANKRD34C (390616)', 'BPNT2 (54928)', 'AQP7 (364)', 'CSH2 (1443)', 'NFAT5 (10725)', 'GDPD1 (284161)', 'STEAP1B (256227)', 'PDXK (8566)', 'NOTCH1 (4851)', 'KLF10 (7071)', 'ACYP1 (97)', 'PYCR1 (5831)', 'MYL9 (10398)', 'CYLC1 (1538)', 'ZDHHC22 (283576)', 'UBE2D3 (7323)', 'ZNF554 (115196)', 'GJA5 (2702)', 'CT45A8 (102723737)', 'FOXC2 (2303)', 'PHYKPL (85007)', 'KDELR1 (10945)', 'COL1A2 (1278)', 'SLCO4C1 (353189)', 'ADORA2B (136)', 'ATP1B3 (483)', 'C11orf52 (91894)', 'TCF23 (150921)', 'LVRN (206338)', 'CHMP6 (79643)', 'ZMYND8 (23613)', 'NOB1 (28987)', 'NUB1 (51667)', 'TMCO2 (127391)', 'RPL39L (116832)', 'ADRB1 (153)', 'TJAP1 (93643)', 'RPH3A (22895)', 'FHL3 (2275)', 'GALR3 (8484)', 'GYPE (2996)', 'SIGLEC8 (27181)', 'RAB39B (116442)', 'CDH16 (1014)', 'ARMH1 (339541)', 'ZNF385B (151126)', 'TEKT5 (146279)', 'ARHGAP21 (57584)', 'TOX (9760)', 'FANCE (2178)', 'RBSN (64145)', 'CYSLTR1 (10800)', 'LPCAT4 (254531)', 'STC1 (6781)', 'PAPPA (5069)', 'EDDM3A (10876)', 'RBM3 (5935)', 'TTC8 (123016)', 'UPK3BL2 (107983993)', 'MPC2 (25874)', 'HCN4 (10021)', 'CCNE2 (9134)', 'CALML5 (51806)', 'ANKRD2 (26287)', 'GZMH (2999)', 'KCNQ3 (3786)', 'H2BC8 (8339)', 'AUP1 (550)', 'MMP3 (4314)', 'TBC1D8B (54885)', 'CHKA (1119)', 'IRF3 (3661)', 'UBXN10 (127733)', 'C9orf50 (375759)', 'RPLP0 (6175)', 'IFNGR1 (3459)', 'GJB7 (375519)', 'CDH8 (1006)', 'NPM3 (10360)', 'CARD11 (84433)', 'TRMO (51531)', 'SYNC (81493)', 'AP4S1 (11154)', 'NDUFB1 (4707)', 'CXCL16 (58191)', 'GPR78 (27201)', 'REXO5 (81691)', 'ADGRL4 (64123)', 'WIPF3 (644150)', 'WDR26 (80232)', 'SCN8A (6334)', 'RAB6D (150786)', 'COX20 (116228)', 'PDZD4 (57595)', 'OR5K2 (402135)', 'PINX1 (54984)', 'GHDC (84514)', 'VGLL2 (245806)', 'NBEA (26960)', 'FOLR1 (2348)', 'MRPS27 (23107)', 'KCTD19 (146212)', 'RBM11 (54033)', 'OR11G2 (390439)', 'DGLUCY (80017)', 'PNMA6A (84968)', 'RETN (56729)', 'FRMD6 (122786)', 'LUM (4060)', 'RUNX3 (864)', 'HSFX2 (100130086)', 'CNTNAP4 (85445)', 'DACT3 (147906)', 'CRYZL1 (9946)', 'CFAP161 (161502)', 'RPS3A (6189)', 'SFR1 (119392)', 'CCDC157 (550631)', 'OR52N4 (390072)', 'AP5S1 (55317)', 'UQCRC2 (7385)', 'TKTL2 (84076)', 'ATAD5 (79915)', 'ANKRA2 (57763)', 'SOX12 (6666)', 'CDK7 (1022)', 'LRRC73 (221424)', 'TYMS (7298)', 'RBM26 (64062)', 'POLG (5428)', 'ATP11A (23250)', 'WDR90 (197335)', 'TRIOBP (11078)', 'ZBTB16 (7704)', 'PRELID2 (153768)', 'ADGRA3 (166647)', 'PTPMT1 (114971)', 'SLC41A2 (84102)', 'RAB31 (11031)', 'FGFR3 (2261)', 'NKD1 (85407)', 'C1QB (713)', 'APOL5 (80831)', 'ZNF48 (197407)', 'ECI1 (1632)', 'NFKBIL1 (4795)', 'SSR1 (6745)', 'BCAR3 (8412)', 'RIMS4 (140730)', 'BLNK (29760)', 'IFI35 (3430)', 'GOLGB1 (2804)', 'RCC1 (1104)', 'TWF2 (11344)', 'DEF8 (54849)', 'SYNCRIP (10492)', 'ODF2 (4957)', 'UGT3A1 (133688)', 'ATXN3 (4287)', 'EI24 (9538)', 'DENND4A (10260)', 'PON2 (5445)', 'C18orf21 (83608)', 'ADGRB2 (576)', 'KRTAP15-1 (254950)', 'STON1-GTF2A1L (286749)', 'ZNF653 (115950)', 'ARHGAP9 (64333)', 'TM4SF19 (116211)', 'BHMG1 (388553)', 'VWA5A (4013)', 'ERCC6L (54821)', 'HERPUD2 (64224)', 'TARS3 (123283)', 'LRIF1 (55791)', 'FAH (2184)', 'ANKRD30A (91074)', 'SPINK1 (6690)', 'PUF60 (22827)', 'EIF3H (8667)', 'NCKIPSD (51517)', 'RAB7B (338382)', 'NUP58 (9818)', 'GRIFIN (402635)', 'RBFOX2 (23543)', 'C1orf210 (149466)', 'SLC34A3 (142680)', 'LDLRAD3 (143458)', 'CHSY3 (337876)', 'PCDHA3 (56145)', 'UBR4 (23352)', 'BCAS1 (8537)', 'PSMF1 (9491)', 'EME2 (197342)', 'RPS25 (6230)', 'RFWD3 (55159)', 'ATP5PF (522)', 'PLA2G4C (8605)', 'CFAP65 (255101)', 'FABP3 (2170)', 'TNFRSF21 (27242)', 'TP53TG3C (653550)', 'TMED6 (146456)', 'ARR3 (407)', 'EXTL2 (2135)', 'AHSP (51327)', 'ADI1 (55256)', 'ZNF84 (7637)', 'MAN2A1 (4124)', 'THEG (51298)', 'HSPE1 (3336)', 'MID1 (4281)', 'CCDC3 (83643)', 'OBSCN (84033)', 'CCR4 (1233)', 'YTHDF3 (253943)', 'CWH43 (80157)', 'SPNS3 (201305)', 'TMEM164 (84187)', 'HBA2 (3040)', 'CARD9 (64170)', 'CLCA2 (9635)', 'MAP3K21 (84451)', 'MAIP1 (79568)', 'SMYD3 (64754)', 'C10orf71 (118461)', 'ZNF789 (285989)', 'CMTR2 (55783)', 'CYP46A1 (10858)', 'GTF3C5 (9328)', 'KIF17 (57576)', 'TAF11 (6882)', 'NAGK (55577)', 'GMPPB (29925)', 'PURG (29942)', 'GJB3 (2707)', 'HIPK2 (28996)', 'NEK2 (4751)', 'GABRR2 (2570)', 'C7orf57 (136288)', 'NPR1 (4881)', 'KIF21B (23046)', 'DNAJB12 (54788)', 'THOC3 (84321)', 'CCDC102B (79839)', 'CCDC39 (339829)', 'TUBGCP6 (85378)', 'MAP2 (4133)', 'SDF2L1 (23753)', 'SFTPD (6441)', 'DUSP23 (54935)', 'TAF8 (129685)', 'KIAA2012 (100652824)', 'NPFFR2 (10886)', 'SPATC1 (375686)', 'MBD5 (55777)', 'ANKRD18B (441459)', 'C13orf46 (100507747)', 'MSH6 (2956)', 'AC022414.1 (8622)', 'ISG20L2 (81875)', 'FBXL17 (64839)', 'KDELR2 (11014)', 'OR9A2 (135924)', 'SLC9A5 (6553)', 'FKBPL (63943)', 'SLC6A1 (6529)', 'EFCAB1 (79645)', 'CHIC2 (26511)', 'CSMD1 (64478)', 'SEC16B (89866)', 'ENPP6 (133121)', 'ASPM (259266)', 'RPS4Y2 (140032)', 'SLC16A2 (6567)', 'LGI2 (55203)', 'DECR2 (26063)', 'MNS1 (55329)', 'THPO (7066)', 'ASF1A (25842)', 'TMC8 (147138)', 'HIVEP2 (3097)', 'RBKS (64080)', 'WDR49 (151790)', 'LONRF1 (91694)', 'CST5 (1473)', 'TAGLN (6876)', 'SULF2 (55959)', 'ATAD2B (54454)', 'EXOG (9941)', 'MTHFD2L (441024)', 'SENP8 (123228)', 'TGIF1 (7050)', 'ALKBH7 (84266)', 'KIF20B (9585)', 'SLX4 (84464)', 'CLEC18C (283971)', 'SFTPA2 (729238)', 'RGS19 (10287)', 'MGAT4A (11320)', 'ANKRD1 (27063)', 'AKAP6 (9472)', 'OPN5 (221391)', 'DELE1 (9812)', 'SHPRH (257218)', 'C20orf144 (128864)', 'CMPK1 (51727)', 'ZBED3 (84327)', 'TESK2 (10420)', 'AGMAT (79814)', 'PXDN (7837)', 'COL28A1 (340267)', 'ZMAT2 (153527)', 'SLC26A1 (10861)', 'RCVRN (5957)', 'CSNK1A1 (1452)', 'CABP1 (9478)', 'C5orf24 (134553)', 'C1QTNF1 (114897)', 'CAPN8 (388743)', 'MED13 (9969)', 'TBXA2R (6915)', 'CRTAC1 (55118)', 'GHRHR (2692)', 'TRAPPC2L (51693)', 'ISCA2 (122961)', 'LDLRAD2 (401944)', 'RPUSD4 (84881)', 'TCEAL5 (340543)', 'SLC11A1 (6556)', 'ZNF671 (79891)', 'EFCC1 (79825)', 'C1D (10438)', 'FAM95C (100289137)', 'DDX17 (10521)', 'BACH2 (60468)', 'CDC27 (996)', 'TMEM40 (55287)', 'SERPINH1 (871)', 'LPAR5 (57121)', 'FAF2 (23197)', 'GLT8D1 (55830)', 'CLEC11A (6320)', 'RPA4 (29935)', 'MCPH1 (79648)', 'ZER1 (10444)', 'ZNF418 (147686)', 'DOHH (83475)', 'TNNC1 (7134)', 'SH3KBP1 (30011)', 'CSNK2B (1460)', 'CD6 (923)', 'IGBP1 (3476)', 'BLCAP (10904)', 'NACC2 (138151)', 'STAT3 (6774)', 'ADGRF3 (165082)', 'PPP4R1 (9989)', 'DARS2 (55157)', 'ANKRD22 (118932)', 'RBM22 (55696)', 'SLC7A7 (9056)', 'GTSE1 (51512)', 'GTSF1 (121355)', 'PRSS58 (136541)', 'ESCO2 (157570)', 'POF1B (79983)', 'UBQLNL (143630)', 'SYNGAP1 (8831)', 'PPIA (5478)', 'TMEM176B (28959)', 'RARS1 (5917)', 'TMEM132A (54972)', 'STK35 (140901)', 'BRWD1 (54014)', 'ICMT (23463)', 'THOC1 (9984)', 'FAM214B (80256)', 'GATD1 (347862)', 'AGMO (392636)', 'LGALS3BP (3959)', 'NDUFA4L2 (56901)', 'GOLGA8M (653720)', 'GGTLC2 (91227)', 'SGF29 (112869)', 'INTS7 (25896)', 'FIGLA (344018)', 'KANSL1 (284058)', 'GLP1R (2740)', 'ZNF668 (79759)', 'TERB2 (145645)', 'F12 (2161)', 'DNMBP (23268)', 'WDR44 (54521)', 'PLGRKT (55848)', 'AGGF1 (55109)', 'DDIT4L (115265)', 'GDPGP1 (390637)', 'SH3PXD2A (9644)', 'ZNF385D (79750)', 'S100A13 (6284)', 'PPFIA2 (8499)', 'TRA2B (6434)', 'LDHB (3945)', 'CHEK1 (1111)', 'ACP1 (52)', 'DPF2 (5977)', 'MCOLN3 (55283)', 'DUSP13 (51207)', 'EIF2S1 (1965)', 'GDNF (2668)', 'CAMSAP2 (23271)', 'C21orf62 (56245)', 'SLC36A2 (153201)', 'LRP6 (4040)', 'OR1Q1 (158131)', 'OR2G2 (81470)', 'COTL1 (23406)', 'FOXM1 (2305)', 'H3C13 (653604)', 'UFM1 (51569)', 'MDM2 (4193)', 'LHFPL3 (375612)', 'BACE1 (23621)', 'LCE3C (353144)', 'PHLDA3 (23612)', 'SFRP5 (6425)', 'INPP5K (51763)', 'TBC1D3 (729873)', 'SNAP29 (9342)', 'SF3A2 (8175)', 'LAMP3 (27074)', 'CD24 (100133941)', 'SEC31B (25956)', 'KCTD17 (79734)', 'PARP9 (83666)', 'LNX2 (222484)', 'OR3A1 (4994)', 'RPL17-C18orf32 (100526842)', 'CCIN (881)', 'GAPDHS (26330)', 'PSMD9 (5715)', 'RBM12 (10137)', 'C12orf56 (115749)', 'KIF2C (11004)', 'FSCN3 (29999)', 'SULT1A4 (445329)', 'NR2F6 (2063)', 'OR2L2 (26246)', 'MRPL38 (64978)', 'TRMT112 (51504)', 'BAG4 (9530)', 'HMX1 (3166)', 'KL (9365)', 'LECT2 (3950)', 'IL11 (3589)', 'BMP15 (9210)', 'ADAM19 (8728)', 'LINC02218 (102723526)', 'KCNK2 (3776)', 'CRKL (1399)', 'GFM1 (85476)', 'COX6A2 (1339)', 'C17orf58 (284018)', 'ARHGEF18 (23370)', 'RNASEH2C (84153)', 'MACIR (90355)', 'SRRM5 (100170229)', 'PDIA4 (9601)', 'PCBD1 (5092)', 'KRTAP5-7 (440050)', 'CD81 (975)', 'NEUROD6 (63974)', 'GALE (2582)', 'FOXO3B (2310)', 'FCN2 (2220)', 'CRACD (57482)', 'CAPN14 (440854)', 'CXorf21 (80231)', 'HNRNPH2 (3188)', 'PFDN1 (5201)', 'DEFB115 (245929)', 'HEY2 (23493)', 'C1QC (714)', 'PTF1A (256297)', 'CYP2A6 (1548)', 'FOXK2 (3607)', 'ZNF728 (388523)', 'FMR1 (2332)', 'ITGA8 (8516)', 'BRAF (673)', 'ARIH2 (10425)', 'TRIM72 (493829)', 'DUSP18 (150290)', 'FGF13 (2258)', 'GIMD1 (100507096)', 'SSH3 (54961)', 'HMGA2 (8091)', 'GPATCH8 (23131)', 'AP001453.3 (114841035)', 'RBP7 (116362)', 'H2AJ (55766)', 'NDUFAF6 (137682)', 'CYTL1 (54360)', 'AC055839.2 (728392)', 'RAPGEF2 (9693)', 'MS4A2 (2206)', 'CFC1B (653275)', 'ENY2 (56943)', 'GALNTL5 (168391)', 'TRMT11 (60487)', 'TRIM54 (57159)', 'CYP17A1 (1586)', 'SRSF1 (6426)', 'TPSD1 (23430)', 'GUCA1B (2979)', 'TFAP2E (339488)', 'TEK (7010)', 'RSPH1 (89765)', 'ANP32B (10541)', 'CKAP5 (9793)', 'MSRA (4482)', 'NAT8L (339983)', 'HBM (3042)', 'ILF2 (3608)', 'TRAPPC6A (79090)', 'TREH (11181)', 'SPON2 (10417)', 'GRB7 (2886)', 'ZNF420 (147923)', 'TATDN3 (128387)', 'PXN (5829)', 'LIN52 (91750)', 'JRK (8629)', 'H2AC13 (8329)', 'IBA57 (200205)', 'VRK2 (7444)', 'RNF103-CHMP3 (100526767)', 'ZNHIT6 (54680)', 'FBXL5 (26234)', 'MCHR2 (84539)', 'MYO1A (4640)', 'EFNA1 (1942)', 'LRAT (9227)', 'USP31 (57478)', 'RAB36 (9609)', 'RIPK4 (54101)', 'SPSB2 (84727)', 'PIK3CB (5291)', 'BHLHE40 (8553)', 'GIP (2695)', 'RNF152 (220441)', 'TUBAL3 (79861)', 'TAF5 (6877)', 'C1QL4 (338761)', 'TMEM8B (51754)', 'VASH1 (22846)', 'E2F6 (1876)', 'TNFAIP1 (7126)', 'MINAR1 (23251)', 'TDRD12 (91646)', 'LRRN4CL (221091)', 'GALNS (2588)', 'FAM186A (121006)', 'FDX1 (2230)', 'RBBP4 (5928)', 'RALGAPA1 (253959)', 'MRPL41 (64975)', 'ARL8A (127829)', 'ECEL1 (9427)', 'PLCXD3 (345557)', 'ANKFN1 (162282)', 'CTDNEP1 (23399)', 'ACSS3 (79611)', 'PCARE (388939)', 'SRSF5 (6430)', 'PPBP (5473)', 'ARCN1 (372)', 'PILRB (29990)', 'EFHC2 (80258)', 'ARHGEF17 (9828)', 'PCBP2 (5094)', 'ARPC3 (10094)', 'RAET1E (135250)', 'SLC7A13 (157724)', 'PSD4 (23550)', 'GRIK1 (2897)', 'PRPSAP1 (5635)', 'MTPN (136319)', 'TG (7038)', 'ZFHX3 (463)', 'RSPH9 (221421)', 'NSMCE4A (54780)', 'THUMPD3 (25917)', 'TMEM235 (283999)', 'MPV17 (4358)', 'NAA60 (79903)', 'CLEC7A (64581)', 'POLQ (10721)', 'TMED8 (283578)', 'PCMT1 (5110)', 'TRNT1 (51095)', 'SLC36A1 (206358)', 'FBXO15 (201456)', 'CPED1 (79974)', 'PRKAG2 (51422)', 'CYP4A22 (284541)', 'MOK (5891)', 'BPIFA3 (128861)', 'ZNF513 (130557)', 'FAM193A (8603)', 'KRTAP10-10 (353333)', 'EMB (133418)', 'MCUR1 (63933)', 'MYH7B (57644)', 'KLK8 (11202)', 'CACNG2 (10369)', 'TAF6 (6878)', 'ZCCHC13 (389874)', 'INTS2 (57508)', 'KRT25 (147183)', 'TGFBR3 (7049)', 'ILVBL (10994)', 'HAS1 (3036)', 'RRAGD (58528)', 'PRG3 (10394)', 'ZNF732 (654254)', 'TYW1 (55253)', 'BX276092.9 (101059915)', 'SPO11 (23626)', 'PVR (5817)', 'NFKBIE (4794)', 'NKX1-2 (390010)', 'SCAMP4 (113178)', 'SLPI (6590)', 'SLC25A47 (283600)', 'ERF (2077)', 'SQSTM1 (8878)', 'MTX2 (10651)', 'TMC2 (117532)', 'PRRT1B (642515)', 'TFB1M (51106)', 'PTGER1 (5731)', 'ATXN7L3 (56970)', 'IFNA8 (3445)', 'EMSY (56946)', 'RLN3 (117579)', 'USP37 (57695)', 'DNAJC11 (55735)', 'OGFOD3 (79701)', 'TCHHL1 (126637)', 'ZNF91 (7644)', 'LAYN (143903)', 'DPPA3 (359787)', 'FAAP20 (199990)', 'ABL1 (25)', 'LYSMD2 (256586)', 'CD276 (80381)', 'SIAH1 (6477)', 'LIMS3 (96626)', 'CHURC1 (91612)', 'MUC4 (4585)', 'NR2C2 (7182)', 'MTMR1 (8776)', 'PGLYRP1 (8993)', 'CDHR2 (54825)', 'BCAS4 (55653)', 'ACMSD (130013)', 'CDK5R1 (8851)', 'CAPZA3 (93661)', 'ZNF563 (147837)', 'CASTOR2 (729438)', 'ZNF17 (7565)', 'VAPA (9218)', 'MYO10 (4651)', 'PIWIL1 (9271)', 'EGFLAM (133584)', 'C16orf46 (123775)', 'SEC16A (9919)', 'LRRC7 (57554)', 'ADD1 (118)', 'SMG7 (9887)', 'PRND (23627)', 'DDX3Y (8653)', 'C2orf76 (130355)', 'MORN1 (79906)', 'GPR107 (57720)', 'CLTCL1 (8218)', 'PCED1A (64773)', 'SPANXB1 (728695)', 'GAGE13 (645051)', 'ENTPD2 (954)', 'ANGEL2 (90806)', 'MPP4 (58538)', 'TARBP1 (6894)', 'ERMP1 (79956)', 'MEF2D (4209)', 'TSPAN6 (7105)', 'GPR174 (84636)', 'BCOR (54880)', 'PRR14 (78994)', 'DENND11 (57189)', 'PLPPR4 (9890)', 'PTCRA (171558)', 'ADAT2 (134637)', 'NAV2 (89797)', 'TEFM (79736)', 'VSTM2L (128434)', 'UGT1A10 (54575)', 'ABHD12B (145447)', 'RTN3 (10313)', 'CEP350 (9857)', 'RNF10 (9921)', 'MASP2 (10747)', 'VENTX (27287)', 'TTC30B (150737)', 'SCGB1C2 (653486)', 'DDX52 (11056)', 'CCDC66 (285331)', 'TRIO (7204)', 'TAF1 (6872)', 'PHF11 (51131)', 'TRIM43B (653192)', 'TMEM167A (153339)', 'RGS22 (26166)', 'GSN (2934)', 'USP34 (9736)', 'LIN7C (55327)', 'MACO1 (55219)', 'LURAP1L (286343)', 'GBP2 (2634)', 'RBMXL1 (494115)', 'NR5A1 (2516)', 'ZNF691 (51058)', 'TOGARAM2 (165186)', 'PATE2 (399967)', 'GOLGA8N (643699)', 'SNRPB (6628)', 'ZCCHC7 (84186)', 'SBK1 (388228)', 'TEX13A (56157)', 'MRGPRX4 (117196)', 'SEPHS1 (22929)', 'POGLUT1 (56983)', 'LRRC27 (80313)', 'ST6GAL2 (84620)', 'BPIFA1 (51297)', 'TBC1D28 (254272)', 'PKD2L1 (9033)', 'PPP6R3 (55291)', 'PPIAL4G (644591)', 'SEBOX (645832)', 'MBNL3 (55796)', 'TMEM221 (100130519)', 'PTX3 (5806)', 'ZNF385C (201181)', 'CHRD (8646)', 'HSPA1B (3304)', 'EMP2 (2013)', 'MCOLN2 (255231)', 'HEATR3 (55027)', 'PGAM2 (5224)', 'OR6F1 (343169)', 'DTNBP1 (84062)', 'GRIA3 (2892)', 'CLIC3 (9022)', 'MITF (4286)', 'SEMA3B (7869)', 'UBL5 (59286)', 'NRIP2 (83714)', 'TTLL1 (25809)', 'KLHL13 (90293)', 'VSX1 (30813)', 'OPN4 (94233)', 'OR6C6 (283365)', 'C22orf31 (25770)', 'ZNF398 (57541)', 'BMP7 (655)', 'ZCCHC8 (55596)', 'REG3G (130120)', 'IAPP (3375)', 'CACNB2 (783)', 'ZC3HAV1L (92092)', 'PI4KB (5298)', 'ALPK1 (80216)', 'TTC3 (7267)', 'H4C5 (8367)', 'HSD17B3 (3293)', 'RPAP2 (79871)', 'FUT8 (2530)', 'ST3GAL6 (10402)', 'RPA3 (6119)', 'GOLPH3 (64083)', 'DEFB129 (140881)', 'PTCD1 (26024)', 'ELMOD3 (84173)', 'AMER2 (219287)', 'NDEL1 (81565)', 'ZSWIM1 (90204)', 'MFSD2A (84879)', 'NMBR (4829)', 'GSG1L (146395)', 'FJX1 (24147)', 'ARL1 (400)', 'PHC3 (80012)', 'ODF3L2 (284451)', 'PPARA (5465)', 'SLC35B3 (51000)', 'TMEM247 (388946)', 'HMOX1 (3162)', 'SPDYE1 (285955)', 'GSDMD (79792)', 'FARP2 (9855)', 'RBM24 (221662)', 'IL18R1 (8809)', 'RAB6B (51560)', 'VN1R2 (317701)', 'OR5AC2 (81050)', 'ZSCAN12 (9753)', 'NOTCH2NLB (100996763)', 'GM2A (2760)', 'MXRA8 (54587)', 'UGGT2 (55757)', 'COQ8A (56997)', 'ZNF236 (7776)', 'TSHB (7252)', 'XDH (7498)', 'SLC6A6 (6533)', 'KLHL10 (317719)', 'OR6C74 (254783)', 'SHOC2 (8036)', 'ZNF157 (7712)', 'PRODH2 (58510)', 'BRD9 (65980)', 'EIF4G3 (8672)', 'SH2D3A (10045)', 'DMAC1 (90871)', 'DTX2 (113878)', 'TANGO2 (128989)', 'ZFP37 (7539)', 'TXNL4A (10907)', 'TTN (7273)', 'TUBA3C (7278)', 'MRPL20 (55052)', 'ADAMTSL1 (92949)', 'IFT52 (51098)', 'VDAC3 (7419)', 'PLEKHA6 (22874)', 'SLC25A41 (284427)', 'EEF1G (1937)', 'TFF1 (7031)', 'TTC21A (199223)', 'CLPP (8192)', 'SLC9A8 (23315)', 'TMEM19 (55266)', 'ARHGEF25 (115557)', 'CENPT (80152)', 'ANKRD49 (54851)', 'POPDC2 (64091)', 'CLRN1 (7401)', 'PGA3 (643834)', 'PDF (64146)', 'RNPC3 (55599)', 'DGKH (160851)', 'SUSD4 (55061)', 'AGBL5 (60509)', 'KIAA0040 (9674)', 'CTSL (1514)', 'ASAH1 (427)', 'HSPA13 (6782)', 'DRAM2 (128338)', 'OR4X2 (119764)', 'WAC (51322)', 'RRAGC (64121)', 'ZNF121 (7675)', 'PRDM7 (11105)', 'SLC25A25 (114789)', 'INHBC (3626)', 'HCN1 (348980)', 'ZNF559 (84527)', 'RP9 (6100)', 'KRT8 (3856)', 'CEBPE (1053)', 'SH3D19 (152503)', 'WT1 (7490)', 'RFPL4B (442247)', 'RGPD3 (653489)', 'PSMA1 (5682)', 'BLOC1S6 (26258)', 'SNRPD2 (6633)', 'NUCB2 (4925)', 'TTC9 (23508)', 'OXCT2 (64064)', 'STRIT1 (100507537)', 'PMFBP1 (83449)', 'OR1G1 (8390)', 'NKAP (79576)', 'SRSF9 (8683)', 'OR52I2 (143502)', 'AREG (374)', 'SERINC4 (619189)', 'MDP1 (145553)', 'BPIFB1 (92747)', 'UNC5D (137970)', 'OR5J2 (282775)', 'PTEN (5728)', 'ATE1 (11101)', 'NEXMIF (340533)', 'TRIM33 (51592)', 'RNF146 (81847)', 'SUN2 (25777)', 'PPP1R14D (54866)', 'PLBD2 (196463)', 'SHLD2 (54537)', 'FRG2B (441581)', 'SHKBP1 (92799)', 'F2RL2 (2151)', 'NEUROG3 (50674)', 'FSCB (84075)', 'APRT (353)', 'LY6G5B (58496)', 'TUB (7275)', 'MRPS18A (55168)', 'SEMA6D (80031)', 'GADD45B (4616)', 'ARMCX5 (64860)', 'CX3CL1 (6376)', 'BEX5 (340542)', 'CLEC9A (283420)', 'LIPF (8513)', 'CTAGE1 (64693)', 'IFITM10 (402778)', 'TYW5 (129450)', 'EIF3M (10480)', 'URB1 (9875)', 'C16orf91 (283951)', 'OVOL3 (728361)', 'NT5C1A (84618)', 'SERPINB6 (5269)', 'OPA3 (80207)', 'CELA2A (63036)', 'LNPEP (4012)', 'OAF (220323)', 'OR4N2 (390429)', 'SPATA31D1 (389763)', 'GOLGA3 (2802)', 'CORO2A (7464)', 'SDHAF3 (57001)', 'GNRH1 (2796)', 'BAIAP3 (8938)', 'ZNF124 (7678)', 'B3GALNT1 (8706)', 'CASKIN2 (57513)', 'CTCF (10664)', 'ARHGAP27 (201176)', 'CNST (163882)', 'SPRED3 (399473)', 'SCUBE2 (57758)', 'AGL (178)', 'TPD52 (7163)', 'H2BC4 (8347)', 'NFATC1 (4772)', 'GRIK3 (2899)', 'H2BW2 (286436)', 'RBM43 (375287)', 'ATRIP (84126)', 'AC004593.2 (1124)', 'DDB1 (1642)', 'EPHX4 (253152)', 'TUBD1 (51174)', 'KCNMB4 (27345)', 'SLC25A26 (115286)', 'RARS2 (57038)', 'DIO3 (1735)', 'LTBP4 (8425)', 'EYA3 (2140)', 'MRPL12 (6182)', 'FBXW2 (26190)', 'IKZF4 (64375)', 'TULP1 (7287)', 'H2BC14 (8342)', 'TGIF2LY (90655)', 'WDR53 (348793)', 'TIGD1 (200765)', 'TMEM106B (54664)', 'BRDT (676)', 'HSPB3 (8988)', 'SARM1 (23098)', 'ZNF541 (84215)', 'MTMR6 (9107)', 'ATP6V0D2 (245972)', 'COX7A1 (1346)', 'PRRT4 (401399)', 'PRCC (5546)', 'C1orf216 (127703)', 'U2AF1L4 (199746)', 'ADRA1B (147)', 'FANCB (2187)', 'SP140 (11262)', 'BBOF1 (80127)', 'PDIA5 (10954)', 'ZMYM2 (7750)', 'FSHB (2488)', 'TENM3 (55714)', 'CXorf51B (100133053)', 'MBLAC1 (255374)', 'DNAAF6 (139212)', 'KCNMB3 (27094)', 'KRT36 (8689)', 'TPH1 (7166)', 'POP5 (51367)', 'TBL1XR1 (79718)', 'PARP11 (57097)', 'DFFB (1677)', 'ADAMTS18 (170692)', 'ECH1 (1891)', 'NUCB1 (4924)', 'BRINP3 (339479)', 'ANO1 (55107)', 'HOXD1 (3231)', 'SEMA5A (9037)', 'RBM45 (129831)', 'KCTD8 (386617)', 'C12orf29 (91298)', 'NUP160 (23279)', 'ZFAND4 (93550)', 'IRAG2 (4033)', 'CHRNB2 (1141)', 'C5orf47 (133491)', 'MAP3K2 (10746)', 'LRRC30 (339291)', 'CDCA7L (55536)', 'SYN3 (8224)', 'CHGA (1113)', 'CCDC192 (728586)', 'IL18BP (10068)', 'SLC9A3R2 (9351)', 'ZNF775 (285971)', 'NPRL3 (8131)', 'MKNK1 (8569)', 'SYNGR3 (9143)', 'KCNJ11 (3767)', 'ARSH (347527)', 'CNIH1 (10175)', 'TCF19 (6941)', 'UBE2U (148581)', 'SETD3 (84193)', 'COPRS (55352)', 'RYBP (23429)', 'MRPL16 (54948)', 'SLC2A13 (114134)', 'SIRPD (128646)', 'SMS (6611)', 'STAG2 (10735)', 'ADIPOQ (9370)', 'BROX (148362)', 'TMEM160 (54958)', 'ZNF540 (163255)', 'ZDHHC1 (29800)', 'TP53I13 (90313)', 'RHBDD2 (57414)', 'FAM111B (374393)', 'USP51 (158880)', 'RPL13 (6137)', 'PATJ (10207)', 'PCDHGC3 (5098)', 'ARGLU1 (55082)', 'RMND1 (55005)', 'GPR20 (2843)', 'HOXD12 (3238)', 'CKLF (51192)', 'CRY1 (1407)', 'RRP15 (51018)', 'FAM149A (25854)', 'WFDC5 (149708)', 'GOLGA6A (342096)', 'GAS2L1 (10634)', 'TANGO6 (79613)', 'GCNT7 (140687)', 'NXF5 (55998)', 'TMEM170B (100113407)', 'FAM236B (100132304)', 'ADSS1 (122622)', 'NRSN1 (140767)', 'DRG1 (4733)', 'REPIN1 (29803)', 'MUC5AC (4586)', 'C14orf132 (56967)', 'FN3K (64122)', 'PFDN6 (10471)', 'CORO1A (11151)', 'PIEZO2 (63895)', 'EPPIN-WFDC6 (100526773)', 'MRPS31 (10240)', 'OSBP2 (23762)', 'FKTN (2218)', 'TRAF3 (7187)', 'WASF3 (10810)', 'BAIAP2L2 (80115)', 'USP8 (9101)', 'TM7SF2 (7108)', 'PDGFD (80310)', 'RBM6 (10180)', 'TRAF4 (9618)', 'SFTA2 (389376)', 'L3HYPDH (112849)', 'CD22 (933)', 'MED19 (219541)', 'TSSK1B (83942)', 'BTK (695)', 'BEND5 (79656)', 'MFF (56947)', 'RNF38 (152006)', 'ROPN1 (54763)', 'C11orf97 (643037)', 'FOXQ1 (94234)', 'OAT (4942)', 'IDUA (3425)', 'GPR37 (2861)', 'PCDHB15 (56121)', 'TMEM11 (8834)', 'SSUH2 (51066)', 'DLL3 (10683)', 'METTL25 (84190)', 'JAZF1 (221895)', 'MCEE (84693)', 'TMEM163 (81615)', 'ALG8 (79053)', 'PLK3 (1263)', 'OR51B4 (79339)', 'ARSL (415)', 'DNAAF4 (161582)', 'CSTF2T (23283)', 'XPNPEP1 (7511)', 'COLGALT1 (79709)', 'TAAR6 (319100)', 'WDR77 (79084)', 'KCNA10 (3744)', 'OPLAH (26873)', 'ABCA13 (154664)', 'SP140L (93349)', 'RAB7A (7879)', 'PCP4L1 (654790)', 'SCRIB (23513)', 'SLC2A7 (155184)', 'TTC34 (100287898)', 'ATP6V1D (51382)', 'NECAB1 (64168)', 'HIGD1C (613227)', 'SLC39A2 (29986)', 'TPTEP2-CSNK1E (102800317)', 'PGGHG (80162)', 'EXD2 (55218)', 'BTN1A1 (696)', 'PLAAT4 (5920)', 'ATF7IP2 (80063)', 'GSTO2 (119391)', 'ATXN1 (6310)', 'NRTN (4902)', 'COQ2 (27235)', 'STAT5B (6777)', 'CHMP4B (128866)', 'VPS51 (738)', 'ERCC2 (2068)', 'TNIP2 (79155)', 'CYP4F22 (126410)', 'CYTH4 (27128)', 'CEP128 (145508)', 'NUP214 (8021)', 'RILPL2 (196383)', 'GSTZ1 (2954)', 'SLC26A9 (115019)', 'THNSL1 (79896)', 'SAPCD2 (89958)', 'OR2H2 (7932)', 'IFI30 (10437)', 'MYOT (9499)', 'RGS3 (5998)', 'CLCNKA (1187)', 'MAP3K4 (4216)', 'TMEM212 (389177)', 'SLC9B1 (150159)', 'NMD3 (51068)', 'PARD3B (117583)', 'SMAD1 (4086)', 'MFSD6 (54842)', 'OR4E1 (26687)', 'OR1N2 (138882)', 'FXR2 (9513)', 'NCKAP1 (10787)', 'INTS14 (81556)', 'STMP1 (647087)', 'RTRAF (51637)', 'G0S2 (50486)', 'MYC (4609)', 'SMR3B (10879)', 'LRRC63 (220416)', 'NF1 (4763)', 'H2AC4 (8335)', 'RPL7A (6130)', 'C1orf52 (148423)', 'LOXHD1 (125336)', 'RAPGEF6 (51735)', 'SYT15 (83849)', 'ZBTB7A (51341)', 'LAMTOR3 (8649)', 'HIP1 (3092)', 'STK17A (9263)', 'NINJ1 (4814)', 'SQLE (6713)', 'JUNB (3726)', 'KTN1 (3895)', 'EML2 (24139)', 'PITX1 (5307)', 'IRF5 (3663)', 'RAB39A (54734)', 'ZNF182 (7569)', 'TAL2 (6887)', 'MYPN (84665)', 'CCDC74A (90557)', 'TRIM60 (166655)', 'ASB15 (142685)', 'RAB28 (9364)', 'GTPBP1 (9567)', 'CEP250 (11190)', 'SMIM2 (79024)', 'CDH13 (1012)', 'CAPS (828)', 'ZNF395 (55893)', 'IRS1 (3667)', 'CEP57L1 (285753)', 'RWDD2A (112611)', 'TRPM2 (7226)', 'PEX11A (8800)', 'PLAG1 (5324)', 'PRSS55 (203074)', 'ITGBL1 (9358)', 'TLR2 (7097)', 'CA6 (765)', 'PDE3B (5140)', 'DNAH2 (146754)', 'TIAM2 (26230)', 'RPN2 (6185)', 'CRB1 (23418)', 'CFB (629)', 'HADH (3033)', 'TBXAS1 (6916)', 'ANKRD17 (26057)', 'OR6C3 (254786)', 'MCRS1 (10445)', 'POPDC3 (64208)', 'TYK2 (7297)', 'SH3GLB2 (56904)', 'AIF1L (83543)', 'HSD17B13 (345275)', 'NRROS (375387)', 'ABCC4 (10257)', 'RTN4R (65078)', 'PHF23 (79142)', 'UQCR11 (10975)', 'GPR84 (53831)', 'MOSPD3 (64598)', 'STT3B (201595)', 'ZNF318 (24149)', 'DDX58 (23586)', 'STARD5 (80765)', 'OR5AR1 (219493)', 'SLC36A3 (285641)', 'FBXO47 (494188)', 'TAS2R4 (50832)', 'RFC2 (5982)', 'CSF3R (1441)', 'SSBP2 (23635)', 'DCD (117159)', 'C3orf84 (646498)', 'ADAM22 (53616)', 'TOX4 (9878)', 'RBM25 (58517)', 'FOSB (2354)', 'SLC18A2 (6571)', 'COL3A1 (1281)', 'TPPP (11076)', 'GBE1 (2632)', 'BAG1 (573)', 'ANXA7 (310)', 'SYCE1L (100130958)', 'FAM162A (26355)', 'NPR2 (4882)', 'UBTF (7343)', 'CD48 (962)', 'SSC5D (284297)', 'WNT4 (54361)', 'DPP10 (57628)', 'FAM183A (440585)', 'ZNF33B (7582)', 'CLDN7 (1366)', 'ZNF14 (7561)', 'STK39 (27347)', 'GNB5 (10681)', 'BABAM1 (29086)', 'RIT2 (6014)', 'CSHL1 (1444)', 'OR2AG1 (144125)', 'SLC9B2 (133308)', 'HOXD13 (3239)', 'VASN (114990)', 'PLAA (9373)', 'ADCK2 (90956)', 'IRF8 (3394)', 'FOXS1 (2307)', 'CNTNAP3C (100289279)', 'AIP (9049)', 'ABCA8 (10351)', 'TBC1D21 (161514)', 'OR4E2 (26686)', 'ZNF615 (284370)', 'MRPS11 (64963)', 'KCNC2 (3747)', 'CHST11 (50515)', 'PEDS1 (387521)', 'SLC39A12 (221074)', 'CCR7 (1236)', 'NOP58 (51602)', 'OR5A1 (219982)', 'MACF1 (23499)', 'HNRNPA3 (220988)', 'PLSCR1 (5359)', 'GRK3 (157)', 'RPS27 (6232)', 'GRN (2896)', 'GAGE2A (729447)', 'ABRAXAS1 (84142)', 'RABL3 (285282)', 'POC1B (282809)', 'ORC1 (4998)', 'FCRL2 (79368)', 'OR6C68 (403284)', 'OR52N2 (390077)', 'FRMPD4 (9758)', 'NECTIN3 (25945)', 'ACSL5 (51703)', 'GDPD2 (54857)', 'SAP30 (8819)', 'NBAS (51594)', 'PMP2 (5375)', 'HMGB2 (3148)', 'PPAN (56342)', 'MAGEB4 (4115)', 'RIPPLY2 (134701)', 'CLEC4A (50856)', 'STRIP2 (57464)', 'BTAF1 (9044)', 'PLCL2 (23228)', 'GAB4 (128954)', 'BTF3L4 (91408)', 'PAQR3 (152559)', 'RNF123 (63891)', 'KRTAP5-10 (387273)', 'SNX9 (51429)', 'RHBDL1 (9028)', 'DNAJC5G (285126)', 'HEYL (26508)', 'RAB40AL (282808)', 'BIRC5 (332)', 'PABPN1L (390748)', 'UBLCP1 (134510)', 'MYLPF (29895)', 'EBLN2 (55096)', 'BRD4 (23476)', 'LTF (4057)', 'RSPH6A (81492)', 'DESI2 (51029)', 'RHOBTB2 (23221)', 'IFT122 (55764)', 'CHP2 (63928)', 'G6PC (2538)', 'COL9A3 (1299)', 'RASSF1 (11186)', 'VSTM5 (387804)', 'ARHGAP30 (257106)', 'PCSK4 (54760)', 'CCDC85A (114800)', 'ADCY10 (55811)', 'EPHA5 (2044)', 'XIRP2 (129446)', 'RPS17 (6218)', 'OMA1 (115209)', 'CR2 (1380)', 'MGAT5 (4249)', 'NT5E (4907)', 'SLAMF8 (56833)', 'CHRNB3 (1142)', 'ABHD5 (51099)', 'TXN2 (25828)', 'UNC5A (90249)', 'SLC25A30 (253512)', 'TMEM245 (23731)', 'KLK4 (9622)', 'RPP40 (10799)', 'IFNA2 (3440)', 'MEI4 (101928601)', 'RELL1 (768211)', 'SKAP2 (8935)', 'KDM4B (23030)', 'SNX33 (257364)', 'KIF27 (55582)', 'HECTD3 (79654)', 'MCTP2 (55784)', 'HOXB2 (3212)', 'RAG2 (5897)', 'IL1RL2 (8808)', 'GDA (9615)', 'MAP4K5 (11183)', 'TEN1-CDK3 (100529145)', 'BMI1 (648)', 'SMIM34A (388820)', 'TOM1L1 (10040)', 'TBC1D10B (26000)', 'PPP1R27 (116729)', 'RAB5A (5868)', 'SPANXN4 (441525)', 'SRBD1 (55133)', 'MRPL46 (26589)', 'LCN6 (158062)', 'SPARCL1 (8404)', 'PRAMEF18 (391003)', 'OR8K3 (219473)', 'PCSK7 (9159)', 'TMA16 (55319)', 'ZNF776 (284309)', 'FBXO32 (114907)', 'ANXA13 (312)', 'PCSK1 (5122)', 'PAK6 (56924)', 'MZT2A (653784)', 'ADA (100)', 'HAS3 (3038)', 'GCAT (23464)', 'RFPL4A (342931)', 'MPDZ (8777)', 'SLC38A11 (151258)', 'AVPR1A (552)', 'CGRRF1 (10668)', 'STUB1 (10273)', 'DNAJC12 (56521)', 'XPO6 (23214)', 'PIGG (54872)', 'CKS1B (1163)', 'PGGT1B (5229)', 'REEP3 (221035)', 'LRTM2 (654429)', 'HTR3C (170572)', 'BCAP29 (55973)', 'CIART (148523)', 'SSTR5 (6755)', 'WDR27 (253769)', 'PPP2R3C (55012)', 'ZSCAN4 (201516)', 'SMIM3 (85027)', 'HRH3 (11255)', 'MARK3 (4140)', 'TRIM58 (25893)', 'PAQR4 (124222)', 'BLOC1S5 (63915)', 'POU1F1 (5449)', 'MFSD4B (91749)', 'CEMP1 (752014)', 'HARS1 (3035)', 'ADORA3 (140)', 'IL12RB2 (3595)', 'RBBP6 (5930)', 'SLC12A9 (56996)', 'IQCM (285423)', 'FNIP1 (96459)', 'RCOR3 (55758)', 'DLGAP3 (58512)', 'P4HA1 (5033)', 'NHLH2 (4808)', 'FOXD4 (2298)', 'COPS2 (9318)', 'HBS1L (10767)', 'MIB1 (57534)', 'PRR12 (57479)', 'STPG3 (441476)', 'TNS2 (23371)', 'KAZN (23254)', 'HOOK2 (29911)', 'PLAAT1 (57110)', 'CD300LB (124599)', 'OR5M8 (219484)', 'OR12D2 (26529)', 'GPX4 (2879)', 'EEPD1 (80820)', 'INAVA (55765)', 'CCDC177 (56936)', 'ZNF25 (219749)', 'ARMC8 (25852)', 'GPR89B (51463)', 'NUBP2 (10101)', 'DMXL1 (1657)', 'PRELP (5549)', 'TTC38 (55020)', 'ESCO1 (114799)', 'CEACAM16 (388551)', 'FAM3A (60343)', 'MMP20 (9313)', 'ETAA1 (54465)', 'KDF1 (126695)', 'FSTL3 (10272)', 'KNOP1 (400506)', 'TAAR1 (134864)', 'NMUR1 (10316)', 'UBE2D1 (7321)', 'GIT1 (28964)', 'NTHL1 (4913)', 'CCNB1IP1 (57820)', 'OR9G4 (283189)', 'BCAM (4059)', 'C1orf167 (284498)', 'CTF1 (1489)', 'OR13C4 (138804)', 'TRIM17 (51127)', 'CBY3 (646019)', 'CCDC33 (80125)', 'SNRPN (6638)', 'COPS4 (51138)', 'MRPL50 (54534)', 'CHST2 (9435)', 'PAPSS2 (9060)', 'DOK2 (9046)', 'RIPOR3 (140876)', 'SSPN (8082)', 'CTNNBIP1 (56998)', 'RNF4 (6047)', 'DCXR (51181)', 'MOSPD1 (56180)', 'ITGAE (3682)', 'TTC7A (57217)', 'MAB21L2 (10586)', 'TBC1D30 (23329)', 'KIAA1549 (57670)', 'ENTR1 (10807)', 'FAM47E (100129583)', 'FGD3 (89846)', 'SLC22A4 (6583)', 'CHERP (10523)', 'FSCN2 (25794)', 'PMM1 (5372)', 'C5 (727)', 'ABCA2 (20)', 'UBL4A (8266)', 'SNX31 (169166)', 'MAFB (9935)', 'MZT2B (80097)', 'TMEM241 (85019)', 'PARN (5073)', 'CCDC182 (101927581)', 'MAPK8IP3 (23162)', 'TECPR1 (25851)', 'SLC9C1 (285335)', 'PXMP2 (5827)', 'DEFB133 (403339)', 'CD19 (930)', 'TRIM21 (6737)', 'GRSF1 (2926)', 'BHMT (635)', 'ZNF324B (388569)', 'PIK3C3 (5289)', 'ZIC2 (7546)', 'COL5A3 (50509)', 'HUWE1 (10075)', 'ITGB6 (3694)', 'HPSE (10855)', 'TEX13D (100132015)', 'LPP (4026)', 'HCFC1R1 (54985)', 'PRAME (23532)', 'ANLN (54443)', 'PLEKHJ1 (55111)', 'KAT14 (57325)', 'AFMID (125061)', 'ADRA2B (151)', 'YEATS2 (55689)', 'CASP2 (835)', 'GOLGA6D (653643)', 'BOK (666)', 'GPN1 (11321)', 'MTRNR2L8 (100463486)', 'MMP11 (4320)', 'DNAJC5B (85479)', 'MEOX1 (4222)', 'KHSRP (8570)', 'GNRHR (2798)', 'ERCC8 (1161)', 'KCNE4 (23704)', 'STXBP2 (6813)', 'VPS54 (51542)', 'FLI1 (2313)', 'FEM1B (10116)', 'C1orf105 (92346)', 'CYB5R1 (51706)', 'SLC1A4 (6509)', 'ADAM32 (203102)', 'SURF2 (6835)', 'SPATA17 (128153)', 'CTXN3 (613212)', 'IRF1 (3659)', 'MYO3B (140469)', 'KCNT2 (343450)', 'ARID1B (57492)', 'CDH22 (64405)', 'AKAP8 (10270)', 'ZNF99 (7652)', 'USP17L17 (100287327)', 'BRPF1 (7862)', 'TBX21 (30009)', 'FAHD2B (151313)', 'CAMK1G (57172)', 'FEZF2 (55079)', 'SRA1 (10011)', 'H2AC7 (3013)', 'MCF2L2 (23101)', 'SHD (56961)', 'EML5 (161436)', 'EIF1 (10209)', 'YARS2 (51067)', 'SLC2A1 (6513)', 'PNLIPRP1 (5407)', 'BBC3 (27113)', 'BEND6 (221336)', 'ENOSF1 (55556)', 'RER1 (11079)', 'MYLK4 (340156)', 'CD180 (4064)', 'SS18L1 (26039)', 'GSR (2936)', 'CENPE (1062)', 'UNC5B (219699)', 'GALNT7 (51809)', 'SPATA2 (9825)', 'ULK4 (54986)', 'C12orf40 (283461)', 'MTTP (4547)', 'XPO5 (57510)', 'OXLD1 (339229)', 'PRPS1L1 (221823)', 'TCEAL1 (9338)', 'CHST15 (51363)', 'RPL19 (6143)', 'NXPE1 (120400)', 'NPHP4 (261734)', 'SAMD4A (23034)', 'LPO (4025)', 'SERPINB13 (5275)', 'RCBTB2 (1102)', 'CTNNA1 (1495)', 'INO80B (83444)', 'ARAF (369)', 'EPS8L2 (64787)', 'MAP3K10 (4294)', 'CPNE7 (27132)', 'BCL3 (602)', 'ZZEF1 (23140)', 'PTGIS (5740)', 'PLEKHM3 (389072)', 'CHST13 (166012)', 'SPTA1 (6708)', 'DRAXIN (374946)', 'CENPO (79172)', 'TMEM234 (56063)', 'OR2L8 (391190)', 'FDCSP (260436)', 'SLC35C2 (51006)', 'SBSN (374897)', 'MYBL1 (4603)', 'HTR3A (3359)', 'ZPLD1 (131368)', 'PPM1N (147699)', 'CBX2 (84733)', 'PRR27 (401137)', 'ZNF45 (7596)', 'RFNG (5986)', 'PYM1 (84305)', 'STAMBP (10617)', 'USHBP1 (83878)', 'GDF6 (392255)', 'HPGDS (27306)', 'ARHGAP25 (9938)', 'APC2 (10297)', 'HLCS (3141)', 'OR4F15 (390649)', 'ATG2B (55102)', 'ANKRD13D (338692)', 'PSMB8 (5696)', 'OOSP4B (107987155)', 'RASA3 (22821)', 'PRKY (5616)', 'PIGT (51604)', 'ATG10 (83734)', 'TEX10 (54881)', 'POTEB (100996331)', 'APOBEC4 (403314)', 'PCDHGA11 (56105)', 'CHORDC1 (26973)', 'ZUP1 (221302)', 'BPY2B (442867)', 'TSPAN11 (441631)', 'EPHA10 (284656)', 'FAM86B1 (85002)', 'OR2F2 (135948)', 'SH3BP4 (23677)', 'TLCD3A (79850)', 'BOD1L2 (284257)', 'MGST1 (4257)', 'PRKAB1 (5564)', 'ZNF829 (374899)', 'NAGA (4668)', 'ATG4D (84971)', 'PLD4 (122618)', 'RPL17 (6139)', 'UBC (7316)', 'NFE2L2 (4780)', 'PATE4 (399968)', 'TRIM15 (89870)', 'HDC (3067)', 'SLC30A6 (55676)', 'MAFF (23764)', 'GINS1 (9837)', 'NLE1 (54475)', 'FUOM (282969)', 'MTOR (2475)', 'PRXL2A (84293)', 'IZUMO4 (113177)', 'CENPV (201161)', 'MANBAL (63905)', 'DPM2 (8818)', 'SLC25A12 (8604)', 'GRXCR2 (643226)', 'TMBIM1 (64114)', 'APCDD1 (147495)', 'F2RL1 (2150)', 'ZBTB8A (653121)', 'CHRNA9 (55584)', 'AARS1 (16)', 'PCDH18 (54510)', 'SDR42E1 (93517)', 'HLA-DRB5 (3127)', 'OR10K1 (391109)', 'H2BC10 (8346)', 'SMU1 (55234)', 'SPTY2D1OS (100506540)', 'APOBEC3A (200315)', 'MC4R (4160)', 'ZSCAN25 (221785)', 'GBA (2629)', 'SPATA48 (100130988)', 'HINT1 (3094)', 'WWTR1 (25937)', 'RFXAP (5994)', 'TBKBP1 (9755)', 'BCL2 (596)', 'NUDT17 (200035)', 'FGB (2244)', 'GRIN2B (2904)', 'SCN4B (6330)', 'CHI3L2 (1117)', 'MAGEB2 (4113)', 'EDNRA (1909)', 'SRR (63826)', 'TP53TG3 (24150)', 'IHO1 (339834)', 'LRRC55 (219527)', 'SPATA1 (100505741)', 'ADCY6 (112)', 'DIAPH3 (81624)', 'CEP41 (95681)', 'TASOR (23272)', 'DACH1 (1602)', 'HMGXB3 (22993)', 'SLC16A7 (9194)', 'SUMF1 (285362)', 'RABGGTA (5875)', 'DNAH5 (1767)', 'PPP1R2C (80316)', 'TFAP2A (7020)', 'SPATA2L (124044)', 'FBXO16 (157574)', 'FAM185A (222234)', 'TEX15 (56154)', 'FOXP1 (27086)', 'UBE3B (89910)', 'VCAM1 (7412)', 'SKIDA1 (387640)', 'ANAPC16 (119504)', 'HUS1B (135458)', 'DAGLA (747)', 'SIRT4 (23409)', 'ATP1B4 (23439)', 'SNAP25 (6616)', 'LCE1F (353137)', 'FSTL5 (56884)', 'LONP2 (83752)', 'URAD (646625)', 'KRT33A (3883)', 'MFSD14A (64645)', 'IGSF9 (57549)', 'EIF4G1 (1981)', 'PELI1 (57162)', 'RFPL2 (10739)', 'H2BC15 (8341)', 'NOSIP (51070)', 'TPD52L3 (89882)', 'OR6C70 (390327)', 'APLNR (187)', 'ISM1 (140862)', 'MKRN3 (7681)', 'TMEM150B (284417)', 'ZNF785 (146540)', 'PSMD14 (10213)', 'TPT1 (7178)', 'GPRC6A (222545)', 'PCDHA2 (56146)', 'AL445989.1 (112267897)', 'UFSP2 (55325)', 'NPAS1 (4861)', 'PPP1R16A (84988)', 'VRK3 (51231)', 'PRICKLE2 (166336)', 'SELENBP1 (8991)', 'HINT3 (135114)', 'TCFL5 (10732)', 'SCG2 (7857)', 'ZC3H11B (643136)', 'MARCHF4 (57574)', 'LRPPRC (10128)', 'RMDN1 (51115)', 'C4orf54 (285556)', 'EIF6 (3692)', 'MIEF1 (54471)', 'SERPINA6 (866)', 'COMMD2 (51122)', 'COX4I2 (84701)', 'SRSF12 (135295)', 'KIAA0930 (23313)', 'ISLR2 (57611)', 'ZC3H14 (79882)', 'LYPD5 (284348)', 'ZCCHC18 (644353)', 'URM1 (81605)', 'ZNF257 (113835)', 'HSPA1A (3303)', 'CHST12 (55501)', 'NDUFA8 (4702)', 'FBXO25 (26260)', 'ARHGEF38 (54848)', 'ETHE1 (23474)', 'CALCA (796)', 'ZNF484 (83744)', 'KIR2DL3 (3804)', 'STPG1 (90529)', 'AC092329.3 (440519)', 'MAP1S (55201)', 'C2orf68 (388969)', 'MAVS (57506)', 'BIVM (54841)', 'ZNF491 (126069)', 'SLC25A37 (51312)', 'FAM180A (389558)', 'HVCN1 (84329)', 'NAT10 (55226)', 'SARDH (1757)', 'NUDT4 (11163)', 'ARID3B (10620)', 'ANKRD54 (129138)', 'ARHGAP29 (9411)', 'ISY1-RAB43 (100534599)', 'WDR41 (55255)', 'RNF212B (100507650)', 'INSYN2B (100131897)', 'ZNF212 (7988)', 'SLC25A43 (203427)', 'ZNF404 (342908)', 'PCNP (57092)', 'CYB5D2 (124936)', 'USF3 (205717)', 'ZFP28 (140612)', 'GAGE1 (2543)', 'C17orf67 (339210)', 'GOLT1B (51026)', 'SRSF7 (6432)', 'KAAG1 (353219)', 'LRRC15 (131578)', 'ISG20 (3669)', 'CCDC13 (152206)', 'TM9SF1 (10548)', 'PFDN5 (5204)', 'VMP1 (81671)', 'ARHGEF7 (8874)', 'DDX60 (55601)', 'RASIP1 (54922)', 'DHPS (1725)', 'VAV2 (7410)', 'OTOP1 (133060)', 'BCO1 (53630)', 'EOLA2 (541578)', 'PCDH19 (57526)', 'GEMIN2 (8487)', 'FAM86B2 (653333)', 'HUS1 (3364)', 'ZNF658 (26149)', 'PAK1IP1 (55003)', 'ZNF790 (388536)', 'SERPINB7 (8710)', 'EVPLL (645027)', 'ABCA5 (23461)', 'KCNQ4 (9132)', 'B3GNT9 (84752)', 'MMP14 (4323)', 'RPLP2 (6181)', 'GYPB (2994)', 'RPS23 (6228)', 'STX1A (6804)', 'RGL2 (5863)', 'CACNG7 (59284)', 'NOX3 (50508)', 'NANOS2 (339345)', 'ATAD3A (55210)', 'FAM243B (102723451)', 'DCDC2B (149069)', 'ZNF439 (90594)', 'GPR148 (344561)', 'YIPF7 (285525)', 'LCN2 (3934)', 'ANXA1 (301)', 'NFKBID (84807)', 'TFEC (22797)', 'B3GALT6 (126792)', 'SELENOF (9403)', 'DUX4 (100288687)', 'PIK3CA (5290)', 'PAK4 (10298)', 'CAMK1D (57118)', 'HTRA4 (203100)', 'ARIH1 (25820)', 'ZNF800 (168850)', 'WDR3 (10885)', 'DSC1 (1823)', 'RAPGEFL1 (51195)', 'ARPC1A (10552)', 'AP1B1 (162)', 'RIPK2 (8767)', 'LCT (3938)', 'PEX19 (5824)', 'TRAF2 (7186)', 'OR2T12 (127064)', 'NRP1 (8829)', 'LCE5A (254910)', 'PLEKHM1 (9842)', 'CCL13 (6357)', 'TK2 (7084)', 'PSEN2 (5664)', 'SAMD14 (201191)', 'USP11 (8237)', 'MYL6B (140465)', 'RTL8A (26071)', 'SPRR4 (163778)', 'SHISA8 (440829)', 'VMA21 (203547)', 'IL15RA (3601)', 'SPC24 (147841)', 'WNT2 (7472)', 'SSRP1 (6749)', 'MBTD1 (54799)', 'ABHD11 (83451)', 'IP6K2 (51447)', 'LEXM (163747)', 'APOL2 (23780)', 'ALDOB (229)', 'MLANA (2315)', 'MANBA (4126)', 'UXS1 (80146)', 'RSRP1 (57035)', 'GALNT10 (55568)', 'FTSJ3 (117246)', 'SH3RF3 (344558)', 'TCP11L1 (55346)', 'TCAIM (285343)', 'SLC22A18AS (5003)', 'CNOT2 (4848)', 'HMBS (3145)', 'RESP18 (389075)', 'TAT (6898)', 'PRM2 (5620)', 'ITPRID2 (6744)', 'NR5A2 (2494)', 'GDAP1 (54332)', 'PPP1R3D (5509)', 'POGZ (23126)', 'RPL29 (6159)', 'PRAMEF5 (343068)', 'PLXNA1 (5361)', 'ETV6 (2120)', 'UBAP2 (55833)', 'BTC (685)', 'NLRP3 (114548)', 'AMBP (259)', 'KCNC3 (3748)', 'HOXC10 (3226)', 'GAS6 (2621)', 'RGMB (285704)', 'PRR18 (285800)', 'VKORC1L1 (154807)', 'GNPTG (84572)', 'STK24 (8428)', 'DUS4L (11062)', 'RPS4Y1 (6192)', 'METTL23 (124512)', 'PAXX (286257)', 'PACC1 (55248)', 'TMEM169 (92691)', 'ARL6IP1 (23204)', 'PGPEP1 (54858)', 'C11orf49 (79096)', 'HAVCR2 (84868)', 'LAPTM5 (7805)', 'DEFA4 (1669)', 'POLG2 (11232)', 'GPR151 (134391)', 'TMEM130 (222865)', 'OLFM3 (118427)', 'ZNF70 (7621)', 'NUDT3 (11165)', 'PTPRD (5789)', 'UCN (7349)', 'MTNR1B (4544)', 'DEFA1 (1667)', 'H2AB1 (474382)', 'DPY19L3 (147991)', 'MARCOL (105378220)', 'CTSC (1075)', 'MBD2 (8932)', 'RUNX1T1 (862)', 'WDR93 (56964)', 'THEM5 (284486)', 'ZNF221 (7638)', 'ARHGAP18 (93663)', 'VEZF1 (7716)', 'NAPB (63908)', 'UBE2O (63893)', 'PCDH11Y (83259)', 'PADI3 (51702)', 'UCHL1 (7345)', 'OAZ3 (51686)', 'UBE2F (140739)', 'LACTB (114294)', 'CGB1 (114335)', 'RNF114 (55905)', 'COMT (1312)', 'TCTN2 (79867)', 'CREB3 (10488)', 'SLC5A11 (115584)', 'ZNF367 (195828)', 'ACTL6A (86)', 'ZSCAN5C (649137)', 'KLK9 (284366)', 'FADS3 (3995)', 'WWP2 (11060)', 'PSMC2 (5701)', 'PRAMEF7 (441871)', 'ZNF274 (10782)', 'ABAT (18)', 'LRRC66 (339977)', 'RCAN3 (11123)', 'SAV1 (60485)', 'ARPIN (348110)', 'TCF25 (22980)', 'C5orf58 (133874)', 'POLR1F (221830)', 'TPBG (7162)', 'CT55 (54967)', 'ZC2HC1B (153918)', 'MCC (4163)', 'SLC22A13 (9390)', 'UCN3 (114131)', 'ID1 (3397)', 'PPP1R3E (90673)', 'IYD (389434)', 'IFIT1 (3434)', 'NBPF6 (653149)', 'MSMO1 (6307)', 'RCC2 (55920)', 'YAF2 (10138)', 'PLS1 (5357)', 'FUS (2521)', 'CBR4 (84869)', 'SSH2 (85464)', 'BDNF (627)', 'NUPR1 (26471)', 'MATN1 (4146)', 'IVNS1ABP (10625)', 'PDLIM2 (64236)', 'GOLGA6L4 (643707)', 'TMEM161B (153396)', 'GUCY2D (3000)', 'CFAP58 (159686)', 'WFDC11 (259239)', 'DEPDC1B (55789)', 'CA9 (768)', 'PLCD1 (5333)', 'CDC25A (993)', 'MTFP1 (51537)', 'AFG3L2 (10939)', 'ENAH (55740)', 'CD38 (952)', 'ENPEP (2028)', 'DPM1 (8813)', 'PPIE (10450)', 'OR4F17 (81099)', 'GFRAL (389400)', 'ARL8B (55207)', 'FANCL (55120)', 'PCDHB16 (57717)', 'OR10H1 (26539)', 'OR5D13 (390142)', 'NAIP (4671)', 'DNAJC1 (64215)', 'DCAF4L1 (285429)', 'MEPCE (56257)', 'RANBP2 (5903)', 'USP21 (27005)', 'KRTAP5-3 (387266)', 'MFAP5 (8076)', 'PRLH (51052)', 'S100A16 (140576)', 'PSME4 (23198)', 'SLC5A12 (159963)', 'NDST2 (8509)', 'BRCA1 (672)', 'COA8 (84334)', 'LSM6 (11157)', 'FOXP3 (50943)', 'RBM12B (389677)', 'KRT76 (51350)', 'MTHFD1 (4522)', 'DPT (1805)', 'CXorf56 (63932)', 'PRIMPOL (201973)', 'AMHR2 (269)', 'MYO18B (84700)', 'R3HCC1L (27291)', 'ABLIM3 (22885)', 'OCA2 (4948)', 'ZNF333 (84449)', 'H3-2 (440686)', 'RSL1D1 (26156)', 'FAAP100 (80233)', 'TINF2 (26277)', 'PPP1R11 (6992)', 'DEFA6 (1671)', 'BPIFB4 (149954)', 'TTYH3 (80727)', 'OR2D3 (120775)', 'UBE2Q2 (92912)', 'SCAMP5 (192683)', 'TRAIP (10293)', 'RBM17 (84991)', 'AHNAK2 (113146)', 'PAICS (10606)', 'ZFY (7544)', 'GAPDH (2597)', 'SRI (6717)', 'CYP2S1 (29785)', 'BAZ1A (11177)', 'KRT84 (3890)', 'CEP112 (201134)', 'KRT26 (353288)', 'SPATA46 (284680)', 'CDKAL1 (54901)', 'THAP4 (51078)', 'STRADB (55437)', 'CPSF2 (53981)', 'C12orf57 (113246)', 'TXN (7295)', 'ATOH7 (220202)', 'VWCE (220001)', 'NCF4 (4689)', 'GATAD1 (57798)', 'STX16 (8675)', 'KLF4 (9314)', 'RPP25L (138716)', 'MLX (6945)', 'KMT2A (4297)', 'SMKR1 (100287482)', 'CNOT10 (25904)', 'HIC1 (3090)', 'SMIM7 (79086)', 'PLSCR2 (57047)', 'ITSN2 (50618)', 'C20orf96 (140680)', 'TBRG4 (9238)', 'PRMT2 (3275)', 'SELENON (57190)', 'UNC79 (57578)', 'CHCHD4 (131474)', 'COA6 (388753)', 'CBWD3 (445571)', 'ZNF2 (7549)', 'GPD1 (2819)', 'PTPN14 (5784)', 'S100P (6286)', 'SLC17A6 (57084)', 'FAM110A (83541)', 'MIP (4284)', 'ST6GALNAC3 (256435)', 'DPPA5 (340168)', 'TAS2R41 (259287)', 'CCDC107 (203260)', 'KIF3B (9371)', 'MOB2 (81532)', 'SEMA6B (10501)', 'MSTO1 (55154)', 'F2 (2147)', 'USP7 (7874)', 'KLK12 (43849)', 'PTPRT (11122)', 'DTHD1 (401124)', 'SETD1B (23067)', 'PMEL (6490)', 'RTN4 (57142)', 'PDCD6 (10016)', 'CD8A (925)', 'IL32 (9235)', 'KLF16 (83855)', 'ALDH6A1 (4329)', 'ITCH (83737)', 'SPAG4 (6676)', 'NCLN (56926)', 'CNDP2 (55748)', 'ALKBH4 (54784)', 'PAK5 (57144)', 'EXPH5 (23086)', 'ARL5C (390790)', 'ARL4D (379)', 'KRTAP2-3 (730755)', 'IGSF11 (152404)', 'OR1J2 (26740)', 'H2AC14 (8331)', 'PROSER1 (80209)', 'POP4 (10775)', 'CYP2C9 (1559)', 'MLLT10 (8028)', 'ENC1 (8507)', 'LPCAT3 (10162)', 'ATP12A (479)', 'TMEM30A (55754)', 'UBB (7314)', 'EEF1AKNMT (51603)', 'TEX13C (100129520)', 'ARNTL2 (56938)', 'SEMA3C (10512)', 'RGS9 (8787)', 'FXYD5 (53827)', 'GBP3 (2635)', 'PCDHB4 (56131)', 'FBXW9 (84261)', 'ZNF518A (9849)', 'FASTKD5 (60493)', 'KRT10 (3858)', 'MRPL35 (51318)', 'FAM43A (131583)', 'LEPROTL1 (23484)', 'GRAP (10750)', 'MAT2A (4144)', 'RND3 (390)', 'EEF1AKMT1 (221143)', 'FER (2241)', 'NYNRIN (57523)', 'DMRTB1 (63948)', 'PLCB4 (5332)', 'MECOM (2122)', 'CUL4A (8451)', 'LSM12 (124801)', 'DHRSX (207063)', 'TARM1 (441864)', 'BARHL1 (56751)', 'RAB37 (326624)', 'UGT2B28 (54490)', 'FRG2C (100288801)', 'RHO (6010)', 'AMN (81693)', 'COMMD1 (150684)', 'OLR1 (4973)', 'TM4SF20 (79853)', 'PAGR1 (79447)', 'NUBPL (80224)', 'LMCD1 (29995)', 'FOXO4 (4303)', 'RRM2B (50484)', 'NEDD8-MDP1 (100528064)', 'METTL27 (155368)', 'LDB1 (8861)', 'DHRS11 (79154)', 'ARID4A (5926)', 'BATF (10538)', 'ITGA11 (22801)', 'MIDN (90007)', 'ZBTB34 (403341)', 'UBE2W (55284)', 'NOCT (25819)', 'LYG2 (254773)', 'GOT2 (2806)', 'EN1 (2019)', 'C1orf68 (100129271)', 'CTBP2 (1488)', 'PLCE1 (51196)', 'BAD (572)', 'ZNF69 (7620)', 'SMIM9 (100132963)', 'BICC1 (80114)', 'PRR7 (80758)', 'C1R (715)', 'BCORL1 (63035)', 'NRF1 (4899)', 'PRSS1 (5644)', 'VPS37C (55048)', 'ADCYAP1R1 (117)', 'GABPB1 (2553)', 'SAMD8 (142891)', 'PHF14 (9678)', 'WDR87 (83889)', 'POMP (51371)', 'WFDC10B (280664)', 'PLA2G4E (123745)', 'ST8SIA4 (7903)', 'GSPT2 (23708)', 'CABP2 (51475)', 'TGFBR1 (7046)', 'RPL30 (6156)', 'ACVR2A (92)', 'P2RX5 (5026)', 'SPAG9 (9043)', 'RTN4RL1 (146760)', 'HEATR5B (54497)', 'RRBP1 (6238)', 'SLC38A8 (146167)', 'LRRC37A3 (374819)', 'HSPB6 (126393)', 'SOX6 (55553)', 'NTAQ1 (55093)', 'LIM2 (3982)', 'SNAPC5 (10302)', 'NUDT4B (440672)', 'SDCBP2 (27111)', 'SYT8 (90019)', 'FAM163B (642968)', 'LINS1 (55180)', 'DUSP21 (63904)', 'PLEKHD1 (400224)', 'DYDC2 (84332)', 'PLD3 (23646)', 'LTA4H (4048)', 'GATA5 (140628)', 'CLEC1A (51267)', 'ZNF226 (7769)', 'REPS2 (9185)', 'CLK3 (1198)', 'ZNF90 (7643)', 'GON7 (84520)', 'TRPV1 (7442)', 'AMN1 (196394)', 'POLR2J2 (246721)', 'PSMD7 (5713)', 'PDE1C (5137)', 'ZNF117 (51351)', 'CACUL1 (143384)', 'PHEX (5251)', 'PIM2 (11040)', 'BHLHE23 (128408)', 'NDUFB9 (4715)', 'RNF187 (149603)', 'ARG1 (383)', 'GCHFR (2644)', 'ETFDH (2110)', 'IRS2 (8660)', 'ENKUR (219670)', 'TMEM158 (25907)', 'C16orf89 (146556)', 'EMILIN1 (11117)', 'ERN1 (2081)', 'GJB5 (2709)', 'RBM19 (9904)', 'GPR45 (11250)', 'SPSB4 (92369)', 'EGFL7 (51162)', 'COPB2 (9276)', 'CSNK2A1 (1457)', 'SGMS1 (259230)', 'SHOX (6473)', 'ARHGAP33 (115703)', 'NSRP1 (84081)', 'KMT2E (55904)', 'KRT12 (3859)', 'PAN3 (255967)', 'PRSS16 (10279)', 'BANF2 (140836)', 'PLA2G7 (7941)', 'CHD3 (1107)', 'PTPN1 (5770)', 'CECR2 (27443)', 'ARNT2 (9915)', 'AHSA1 (10598)', 'SLC22A3 (6581)', 'OR6N1 (128372)', 'LGALSL (29094)', 'MRPL34 (64981)', 'TAF1D (79101)', 'FBXW4 (6468)', 'EMC1 (23065)', 'RPSA (3921)', 'ZMYND11 (10771)', 'M6PR (4074)', 'KLHL32 (114792)', 'C5orf51 (285636)', 'SASH1 (23328)', 'WIPF1 (7456)', 'C4orf46 (201725)', 'FASTKD2 (22868)', 'AGPS (8540)', 'LGR5 (8549)', 'MTDH (92140)', 'TNS3 (64759)', 'CLASP2 (23122)', 'TMPRSS5 (80975)', 'VDAC1 (7416)', 'TES (26136)', 'ZSCAN18 (65982)', 'CDK5RAP3 (80279)', 'NCBP2AS2 (152217)', 'CLECL1 (160365)', 'ANKMY1 (51281)', 'UGDH (7358)', 'NLRP7 (199713)', 'POTEG (404785)', 'FGFBP2 (83888)', 'STAR (6770)', 'PABPN1 (8106)', 'KRTAP9-3 (83900)', 'CDC6 (990)', 'SNX15 (29907)', 'OAZ2 (4947)', 'EIF5A2 (56648)', 'SLC35F4 (341880)', 'CD40 (958)', 'EMC7 (56851)', 'KIAA1958 (158405)', 'TSEN34 (79042)', 'HOXB4 (3214)', 'SSR4 (6748)', 'PHF19 (26147)', 'ZHX2 (22882)', 'SLC16A10 (117247)', 'OR2S2 (56656)', 'IGSF1 (3547)', 'XRCC4 (7518)', 'CPN2 (1370)', 'SH2D5 (400745)', 'SPEG (10290)', 'PHC2 (1912)', 'FITM1 (161247)', 'RASSF2 (9770)', 'AKAP5 (9495)', 'UBE3D (90025)', 'FAM122C (159091)', 'IQCN (80726)', 'MAGED4 (728239)', 'SLC14A2 (8170)', 'PRSS22 (64063)', 'TNS4 (84951)', 'RFC4 (5984)', 'MATN2 (4147)', 'OS9 (10956)', 'SLC35E3 (55508)', 'ITGB5 (3693)', 'SSX4B (548313)', 'TFE3 (7030)', 'GABRA2 (2555)', 'GPR88 (54112)', 'ZDHHC3 (51304)', 'HEXIM1 (10614)', 'OR2AP1 (121129)', 'LYZL4 (131375)', 'ZNF85 (7639)', 'TRMT5 (57570)', 'TDRD6 (221400)', 'CHFR (55743)', 'CEACAM21 (90273)', 'USP50 (373509)', 'DGKG (1608)', 'CPSF6 (11052)', 'GULP1 (51454)', 'LAP3 (51056)', 'LRRIQ3 (127255)', 'NSD3 (54904)', 'EVA1C (59271)', 'INCENP (3619)', 'LRTOMT (220074)', 'TBCD (6904)', 'FAM71F2 (346653)', 'CCNG1 (900)', 'APOA4 (337)', 'SPINT4 (391253)', 'LRP4 (4038)', 'CBLL2 (158506)', 'MGA (23269)', 'OR4A15 (81328)', 'TSC2 (7249)', 'CNIH4 (29097)', 'EOGT (285203)', 'DAPP1 (27071)', 'PPP3CA (5530)', 'STAC (6769)', 'KLF5 (688)', 'C1QL3 (389941)', 'ELOVL6 (79071)', 'CCND3 (896)', 'UNKL (64718)', 'ETV1 (2115)', 'MINDY2 (54629)', 'GUCY2F (2986)', 'MBD4 (8930)', 'RNF138 (51444)', 'DEFB121 (245934)', 'POM121C (100101267)', 'SHROOM2 (357)', 'EPHA4 (2043)', 'JMJD4 (65094)', 'CHSY1 (22856)', 'PPFIBP2 (8495)', 'TCHP (84260)', 'PNPT1 (87178)', 'ZNF720 (124411)', 'OR2B3 (442184)', 'DUXB (100033411)', 'STK3 (6788)', 'NXT1 (29107)', 'CAB39 (51719)', 'RPS13 (6207)', 'SHF (90525)', 'DIPK1B (138311)', 'MAP2K5 (5607)', 'SCN11A (11280)', 'DNAJC5 (80331)', 'ZNF846 (162993)', 'TUBA4A (7277)', 'SYCE1 (93426)', 'FAM9A (171482)', 'FPR1 (2357)', 'CCDC137 (339230)', 'FDPS (2224)', 'WNT7A (7476)', 'GLRB (2743)', 'RGSL1 (353299)', 'OR12D3 (81797)', 'SPINK13 (153218)', 'ALDH3B1 (221)', 'CRHR2 (1395)', 'DOCK4 (9732)', 'HOXB13 (10481)', 'DLL1 (28514)', 'OSBPL5 (114879)', 'H1-10 (8971)', 'FNDC4 (64838)', 'FAM83D (81610)', 'SURF4 (6836)', 'MED18 (54797)', 'S1PR2 (9294)', 'PIAS2 (9063)', 'OGFRL1 (79627)', 'CD70 (970)', 'GCA (25801)', 'SF3B2 (10992)', 'C8B (732)', 'ACSM2A (123876)', 'GNAI3 (2773)', 'ARL5B (221079)', 'ELOA3D (100506888)', 'WFDC9 (259240)', 'TMEM138 (51524)', 'PLPP7 (84814)', 'STXBP4 (252983)', 'HTATIP2 (10553)', 'CDON (50937)', 'ZNF471 (57573)', 'RNASE2 (6036)', 'POLB (5423)', 'KLHL3 (26249)', 'TBC1D3H (729877)', 'R3HDML (140902)', 'PRADC1 (84279)', 'SEC24C (9632)', 'UTP3 (57050)', 'SORCS2 (57537)', 'SERPINE3 (647174)', 'ZNF850 (342892)', 'ISL1 (3670)', 'PKD1 (5310)', 'SPEN (23013)', 'CCNE1 (898)', 'SLC4A3 (6508)', 'FAM210B (116151)', 'APOM (55937)', 'KLRK1 (22914)', 'PIANP (196500)', 'MORC2 (22880)', 'ZNF596 (169270)', 'FP565260.1 (102724159)', 'PCDHB14 (56122)', 'RBL2 (5934)', 'CYP4F12 (66002)', 'KALRN (8997)', 'B3GNT7 (93010)', 'ANGPT2 (285)', 'WNK2 (65268)', 'NTN3 (4917)', 'PRKCE (5581)', 'TMEM107 (84314)', 'TNP2 (7142)', 'KBTBD13 (390594)', 'ARHGAP11A (9824)', 'TSPY8 (728403)', 'SNTB1 (6641)', 'KRTAP9-1 (728318)', 'GRIA2 (2891)', 'MMP12 (4321)', 'B4GALNT1 (2583)', 'CDH6 (1004)', 'ARL16 (339231)', 'ARHGAP12 (94134)', 'RSPH10B2 (728194)', 'SPACA7 (122258)', 'EIF4E3 (317649)', 'DHFR2 (200895)', 'PLSCR3 (57048)', 'CMTM8 (152189)', 'TONSL (4796)', 'FLG (2312)', 'CD1C (911)', 'OR4F4 (26682)', 'OR2J2 (26707)', 'SNURF (8926)', 'UQCRHL (440567)', 'SRSF6 (6431)', 'GPC6 (10082)', 'ZDHHC12 (84885)', 'RFX8 (731220)', 'RPL37A (6168)', 'EFHC1 (114327)', 'AP002495.1 (100133315)', 'AHR (196)', 'HTT (3064)', 'EDF1 (8721)', 'ASB13 (79754)', 'ZNF793 (390927)', 'FAM217A (222826)', 'CRYGD (1421)', 'DUS4L-BCAP29 (115253422)', 'CRLS1 (54675)', 'NPEPPS (9520)', 'CLEC3B (7123)', 'CNPPD1 (27013)', 'KNSTRN (90417)', 'MGAM (8972)', 'MT-CO1 (4512)', 'ITPRIPL1 (150771)', 'HDGF (3068)', 'MSRB2 (22921)', 'BRD8 (10902)', 'KCNH7 (90134)', 'TEX29 (121793)', 'TAB2 (23118)', 'ITPA (3704)', 'ARNT (405)', 'ZBTB18 (10472)', 'ANGPT1 (284)', 'UNK (85451)', 'DGKE (8526)', 'NADK (65220)', 'UTP18 (51096)', 'RAB33A (9363)', 'FRMD4A (55691)', 'ATF3 (467)', 'ZNF334 (55713)', 'FAM83F (113828)', 'SCIMP (388325)', 'ELFN1 (392617)', 'PCDHGB7 (56099)', 'CHRNA4 (1137)', 'MAP3K7CL (56911)', 'PROSER3 (148137)', 'TRIM16L (147166)', 'MRPL27 (51264)', 'SGK1 (6446)', 'GRTP1 (79774)', 'ALX3 (257)', 'LDHD (197257)', 'SH3BP2 (6452)', 'FOXRED1 (55572)', 'EEF2KMT (196483)', 'BAG3 (9531)', 'SMYD1 (150572)', 'NCOA3 (8202)', 'HTR2B (3357)', 'FCGR1A (2209)', 'KRT2 (3849)', 'PTPN11 (5781)', 'OR51E1 (143503)', 'FPR3 (2359)', 'NANOS3 (342977)', 'PIK3R6 (146850)', 'MAST3 (23031)', 'GBP5 (115362)', 'ZBED4 (9889)', 'CCL16 (6360)', 'IGFL3 (388555)', 'MLC1 (23209)', 'IFT172 (26160)', 'ZNF449 (203523)', 'ARMC1 (55156)', 'DAZ4 (57135)', 'MOV10 (4343)', 'SEMA3E (9723)', 'HACD4 (401494)', 'NME2 (4831)', 'C9 (735)', 'FBXW11 (23291)', 'PDYN (5173)', 'TNPO1 (3842)', 'PRPF31 (26121)', 'VCX3A (51481)', 'GOT1L1 (137362)', 'RBFA (79863)', 'ZNF620 (253639)', 'OR14A16 (284532)', 'MAPK14 (1432)', 'SPECC1L (23384)', 'FKBP1B (2281)', 'PRSS54 (221191)', 'TOR2A (27433)', 'SDCBP (6386)', 'ZNF280B (140883)', 'OR4F16 (81399)', 'PRKDC (5591)', 'CSAG2 (102723547)', 'CCAR1 (55749)', 'ANGPT4 (51378)', 'UCP3 (7352)', 'NPIPB11 (728888)', 'LGALS8 (3964)', 'ASIC5 (51802)', 'LSM11 (134353)', 'MSANTD4 (84437)', 'NEFM (4741)', 'CSAD (51380)', 'WDR62 (284403)', 'P2RX4 (5025)', 'RIN2 (54453)', 'CAP2 (10486)', 'BMT2 (154743)', 'CD209 (30835)', 'RHEX (440712)', 'ZDBF2 (57683)', 'EBAG9 (9166)', 'MICALL2 (79778)', 'FAM83B (222584)', 'SKOR2 (652991)', 'DHRS4 (10901)', 'TCTE3 (6991)', 'NBPF15 (284565)', 'SNAP23 (8773)', 'LRCH3 (84859)', 'C7orf50 (84310)', 'ATPSCKMT (134145)', 'LEMD1 (93273)', 'SPINK5 (11005)', 'RLBP1 (6017)', 'ANXA8L1 (728113)', 'PORCN (64840)', 'RAI1 (10743)', 'DCUN1D4 (23142)', 'MINDY4 (84182)', 'USO1 (8615)', 'PIM3 (415116)', 'TRIM63 (84676)', 'C10orf62 (414157)', 'TMX1 (81542)', 'KYAT3 (56267)', 'TMEM39B (55116)', 'KLB (152831)', 'KATNBL1 (79768)', 'ECE2 (9718)', 'EXOC1 (55763)', 'MAB21L1 (4081)', 'OR6P1 (128366)', 'EBF2 (64641)', 'ZNF250 (58500)', 'IKZF1 (10320)', 'RABGEF1 (27342)', 'CDX1 (1044)', 'ZNF761 (388561)', 'GARS1 (2617)', 'TTLL6 (284076)', 'SUSD5 (26032)', 'DSC2 (1824)', 'EHD2 (30846)', 'NAA16 (79612)', 'SLC17A7 (57030)', 'CDKN2A (1029)', 'COL6A6 (131873)', 'RNPEPL1 (57140)', 'USP32 (84669)', 'MDH1B (130752)', 'DPEP3 (64180)', 'PACS2 (23241)', 'PTAR1 (375743)', 'VLDLR (7436)', 'PRAMEF19 (645414)', 'FANCC (2176)', 'TFAM (7019)', 'OR51Q1 (390061)', 'MYOZ1 (58529)', 'STK26 (51765)', 'GLI2 (2736)', 'CASP1 (834)', 'IFNG (3458)', 'CENPL (91687)', 'ARHGEF5 (7984)', 'ZNF507 (22847)', 'IGF1 (3479)', 'ARHGAP4 (393)', 'SOD3 (6649)', 'RGPD8 (727851)', 'SENP6 (26054)', 'RTCA (8634)', 'NIPBL (25836)', 'E2F8 (79733)', 'GJA4 (2701)', 'PSG4 (5672)', 'MUSTN1 (389125)', 'ANTKMT (65990)', 'ALG6 (29929)', 'PFAS (5198)', 'CLDN14 (23562)', 'NAGLU (4669)', 'FIGNL1 (63979)', 'OR10K2 (391107)', 'WDR12 (55759)', 'FBLN2 (2199)', 'ADAMTS6 (11174)', 'SULT1E1 (6783)', 'SCEL (8796)', 'IRX5 (10265)', 'NPIPA8 (101059953)', 'RNF43 (54894)', 'TANC1 (85461)', 'RNF180 (285671)', 'ADGRF5 (221395)', 'HBG2 (3048)', 'LRIG2 (9860)', 'SP9 (100131390)', 'NT5C3A (51251)', 'USP24 (23358)', 'NIN (51199)', 'ZBTB37 (84614)', 'UBE2V1 (7335)', 'SORL1 (6653)', 'C3orf38 (285237)', 'ACVR1B (91)', 'ZBTB24 (9841)', 'OXNAD1 (92106)', 'CDC42EP5 (148170)', 'CRPPA (729920)', 'MRPS17 (51373)', 'CCDC30 (728621)', 'DNMT3A (1788)', 'OR1E2 (8388)', 'TGM4 (7047)', 'ZNF729 (100287226)', 'CFAP100 (348807)', 'GRIK2 (2898)', 'TAPBPL (55080)', 'FOXB1 (27023)', 'ZSWIM3 (140831)', 'GSC (145258)', 'TARS2 (80222)', 'NACC1 (112939)', 'RAB1B (81876)', 'DDX47 (51202)', 'KATNIP (23247)', 'NOP14 (8602)', 'TNFRSF10B (8795)', 'TAS2R9 (50835)', 'MICA (100507436)', 'STARD3 (10948)', 'MRPS9 (64965)', 'CATSPERZ (25858)', 'ANPEP (290)', 'ZC3H7A (29066)', 'TMPRSS13 (84000)', 'TAB1 (10454)', 'RNF25 (64320)', 'SWAP70 (23075)', 'SUPT20H (55578)', 'LCE1D (353134)', 'AGRN (375790)', 'HS1BP3 (64342)', 'SPAG11B (10407)', 'CWC25 (54883)', 'TTBK2 (146057)', 'CCDC121 (79635)', 'ATIC (471)', 'NID1 (4811)', 'PDZD11 (51248)', 'FXYD1 (5348)', 'KCNH3 (23416)', 'KCNB1 (3745)', 'GPCPD1 (56261)', 'DOK6 (220164)', 'SERPINB10 (5273)', 'PSMA5 (5686)', 'BAG2 (9532)', 'ZNF354C (30832)', 'TIMM22 (29928)', 'ZNF595 (152687)', 'ATP2A2 (488)', 'SCRN1 (9805)', 'KRT86 (3892)', 'SST (6750)', 'CCDC88A (55704)', 'ZC3H12B (340554)', 'KLHL25 (64410)', 'ZNF517 (340385)', 'CAMK1 (8536)', 'FAM193B (54540)', 'NLRP11 (204801)', 'CYP4F8 (11283)', 'CEP85L (387119)', 'SFRP1 (6422)', 'ZNF346 (23567)', 'ZSWIM6 (57688)', 'SLC38A6 (145389)', 'PANK1 (53354)', 'IST1 (9798)', 'KIF19 (124602)', 'IFRD2 (7866)', 'PRAMEF4 (400735)', 'SYNE1 (23345)', 'PPM1J (333926)', 'SLC25A23 (79085)', 'SLCO4A1 (28231)', 'SV2A (9900)', 'OARD1 (221443)', 'MIOS (54468)', 'AGTR2 (186)', 'RHPN2 (85415)', 'KRTAP10-7 (386675)', 'PCID2 (55795)', 'THAP6 (152815)', 'FAM177A1 (283635)', 'CAMKV (79012)', 'CDC42BPG (55561)', 'IGDCC3 (9543)', 'PHC1 (1911)', 'MMP25 (64386)', 'KMT5A (387893)', 'CCDC124 (115098)', 'ST8SIA6 (338596)', 'CFAP97 (57587)', 'ZNF445 (353274)', 'MRPL44 (65080)', 'B9D2 (80776)', 'ADGRG5 (221188)', 'TIMM9 (26520)', 'PA2G4 (5036)', 'PLG (5340)', 'PTPRR (5801)', 'ZNF214 (7761)', 'PDHA1 (5160)', 'TAL1 (6886)', 'OR10X1 (128367)', 'SEC23B (10483)', 'KIF9 (64147)', 'SFTPA1 (653509)', 'PKD2L2 (27039)', 'CDC5L (988)', 'ENO3 (2027)', 'KRTAP4-9 (100132386)', 'C17orf80 (55028)', 'ZNF585A (199704)', 'MAP7D2 (256714)', 'ALCAM (214)', 'ADAMTS9 (56999)', 'PRKCG (5582)', 'VPREB3 (29802)', 'RND1 (27289)', 'ALPK2 (115701)', 'APOBR (55911)', 'CCDC7 (79741)', 'ATP6V0A4 (50617)', 'GRIK5 (2901)', 'DIP2C (22982)', 'NFIL3 (4783)', 'MED14 (9282)', 'CNGA2 (1260)', 'SSX2 (6757)', 'RADX (55086)', 'INKA2 (55924)', 'LAMP5 (24141)', 'POMGNT2 (84892)', 'ING3 (54556)', 'TRPC6 (7225)', 'GOLGA8S (653061)', 'FNDC8 (54752)', 'KIAA1217 (56243)', 'ZBTB14 (7541)', 'TMEM88B (643965)', 'FAM126B (285172)', 'NPY4R (5540)', 'CTBS (1486)', 'EEA1 (8411)', 'CADPS2 (93664)', 'BLVRA (644)', 'PTGR2 (145482)', 'CCM2 (83605)', 'ADH1A (124)', 'RPGRIP1 (57096)', 'MAP2K3 (5606)', 'DNMT3L (29947)', 'RCCD1 (91433)', 'CEMIP (57214)', 'WDR91 (29062)', 'LRIT1 (26103)', 'COPZ2 (51226)', 'IGFBP7 (3490)', 'PAX6 (5080)', 'NUDT2 (318)', 'TTLL8 (164714)', 'IRGM (345611)', 'BNIP2 (663)', 'KIF11 (3832)', 'SPAG1 (6674)', 'IFITM1 (8519)', 'H1-0 (3005)', 'RRM2 (6241)', 'CLSTN1 (22883)', 'TRIM56 (81844)', 'SUMF2 (25870)', 'SRRM1 (10250)', 'UMODL1 (89766)', 'REG4 (83998)', 'NPHP3 (27031)', 'CDKN2B (1030)', 'TSPYL6 (388951)', 'CCDC34 (91057)', 'MRPS6 (64968)', 'ALG13 (79868)', 'HBEGF (1839)', 'PDPN (10630)', 'TSGA10IP (254187)', 'DDX55 (57696)', 'ZCWPW2 (152098)', 'H2AC6 (8334)', 'UBALD2 (283991)', 'IQCJ (654502)', 'EID1 (23741)', 'CDK20 (23552)', 'OTUD1 (220213)', 'COPS7A (50813)', 'OR1I1 (126370)', 'CELF6 (60677)', 'FKBP10 (60681)', 'RPUSD3 (285367)', 'PCSK2 (5126)', 'PRKD3 (23683)', 'BRICD5 (283870)', 'OR2AT4 (341152)', 'C9orf135 (138255)', 'VIL1 (7429)', 'MCIDAS (345643)', 'ZNF586 (54807)', 'KLHL20 (27252)', 'ABHD12 (26090)', 'DYNC2H1 (79659)', 'ZNF319 (57567)', 'PDE12 (201626)', 'SMIM22 (440335)', 'LAMC2 (3918)', 'EPB41L2 (2037)', 'CLDN2 (9075)', 'SKA2 (348235)', 'ACOX1 (51)', 'GET1 (7485)', 'KRTAP10-2 (386679)', 'GSTM5 (2949)', 'IFT20 (90410)', 'SCAI (286205)', 'KRTAP5-9 (3846)', 'LRRC61 (65999)', 'GRHL1 (29841)', 'UBXN2A (165324)', 'DALRD3 (55152)', 'ZNF234 (10780)', 'KLRF1 (51348)', 'AMBN (258)', 'SEMA5B (54437)', 'TLR4 (7099)', 'UTRN (7402)', 'MFSD2B (388931)', 'USP46 (64854)', 'NXPE4 (54827)', 'PPP2R3B (28227)', 'ZNF200 (7752)', 'DDR2 (4921)', 'ACRV1 (56)', 'MAGEA9B (728269)', 'C16orf74 (404550)', 'NDUFS6 (4726)', 'RAD51D (5892)', 'MYBPC1 (4604)', 'TVP23B (51030)', 'BCL6 (604)', 'WDR31 (114987)', 'FRMD1 (79981)', 'DNAJA1 (3301)', 'DOC2B (8447)', 'CHEK2 (11200)', 'IGLL1 (3543)', 'PAPLN (89932)', 'VSX2 (338917)', 'PTH2R (5746)', 'DBNDD2 (55861)', 'BCKDHA (593)', 'PPIL4 (85313)', 'RAB35 (11021)', 'TNFAIP6 (7130)', 'RAB24 (53917)', 'MAPT (4137)', 'SLC51A (200931)', 'OR6M1 (390261)', 'RHEB (6009)', 'CDH24 (64403)', 'BDH2 (56898)', 'KCNIP1 (30820)', 'JAKMIP3 (282973)', 'HYLS1 (219844)', 'ACVR1C (130399)', 'LBHD2 (107984640)', 'AC140504.1 (255027)', 'ZNF32 (7580)', 'AURKB (9212)', 'RPA1 (6117)', 'DLST (1743)', 'RNF183 (138065)', 'COG8 (84342)', 'MB21D2 (151963)', 'VNN1 (8876)', 'MED21 (9412)', 'TRIM2 (23321)', 'RBM14 (10432)', 'SLIT2 (9353)', 'ELOA3C (107983955)', 'KCNN3 (3782)', 'OR5M9 (390162)', 'HYDIN (54768)', 'NT5C2 (22978)', 'RPGRIP1L (23322)', 'CHRAC1 (54108)', 'PLP1 (5354)', 'INHBE (83729)', 'SLC6A19 (340024)', 'UPF1 (5976)', 'SPRR1A (6698)', 'CCDC9 (26093)', 'PRKCI (5584)', 'PLXNB2 (23654)', 'LRRC42 (115353)', 'LBR (3930)', 'CHAC2 (494143)', 'RCOR2 (283248)', 'FPR2 (2358)', 'TNR (7143)', 'SLX1B (79008)', 'PCSK5 (5125)', 'CHST8 (64377)', 'UPK1B (7348)', 'SOX14 (8403)', 'AGAP5 (729092)', 'XRCC6 (2547)', 'F7 (2155)', 'ATG2A (23130)', 'SCGB2B2 (284402)', 'SHC4 (399694)', 'ATG9A (79065)', 'PPOX (5498)', 'FAM216A (29902)', 'GRM5 (2915)', 'SCGB3A1 (92304)', 'CELF4 (56853)', 'NOTCH2NLA (388677)', 'FGF22 (27006)', 'ITGA3 (3675)', 'CFDP1 (10428)', 'UTF1 (8433)', 'INPP5J (27124)', 'KRTAP2-2 (728279)', 'FAM53C (51307)', 'SLC1A1 (6505)', 'JAG1 (182)', 'SPOCD1 (90853)', 'STAMBPL1 (57559)', 'EDEM1 (9695)', 'ALDH4A1 (8659)', 'MYH7 (4625)', 'MUC16 (94025)', 'IFNLR1 (163702)', 'GGNBP2 (79893)', 'HBP1 (26959)', 'SEPSECS (51091)', 'PPP1CB (5500)', 'COX4I1 (1327)', 'CC2D2A (57545)', 'MRPS34 (65993)', 'CNP (1267)', 'HSF1 (3297)', 'AASS (10157)', 'EPHA8 (2046)', 'PLA2G2A (5320)', 'CST3 (1471)', 'INCA1 (388324)', 'CALHM2 (51063)', 'AURKA (6790)', 'RHOT1 (55288)', 'PTDSS2 (81490)', 'GNG7 (2788)', 'AKT1S1 (84335)', 'FOXL2NB (401089)', 'SAMM50 (25813)', 'PGR (5241)', 'HM13 (81502)', 'MLXIP (22877)', 'CA8 (767)', 'XK (7504)', 'GABRP (2568)', 'OR6K6 (128371)', 'ZNF490 (57474)', 'STARD3NL (83930)', 'UROC1 (131669)', 'ELOVL1 (64834)', 'SIN3B (23309)', 'ZFAND2B (130617)', 'OR10R2 (343406)', 'BAZ2B (29994)', 'CC2D1A (54862)', 'SHROOM1 (134549)', 'PTPRB (5787)', 'PLEK2 (26499)', 'CDC42EP3 (10602)', 'FANCF (2188)', 'CDC16 (8881)', 'KCTD4 (386618)', 'EFNA5 (1946)', 'ETV3 (2117)', 'PADI2 (11240)', 'AMY1C (278)', 'PDCD5 (9141)', 'ZBTB5 (9925)', 'SOWAHD (347454)', 'USF2 (7392)', 'KCTD9 (54793)', 'ANKRD40 (91369)', 'DKK1 (22943)', 'TAF1L (138474)', 'PAX8 (7849)', 'CTPS1 (1503)', 'ECI2 (10455)', 'C4B (721)', 'TMEM167B (56900)', 'SLC33A1 (9197)', 'SRRT (51593)', 'CLN5 (1203)', 'PACRG (135138)', 'KIF3C (3797)', 'CA3 (761)', 'HSPBAP1 (79663)', 'JCHAIN (3512)', 'ST6GALNAC2 (10610)', 'SFT2D2 (375035)', 'MLEC (9761)', 'ABCB4 (5244)', 'DBT (1629)', 'NME4 (4833)', 'ATN1 (1822)', 'IFITM3 (10410)', 'STARD7 (56910)', 'LRFN3 (79414)', 'TMCO5A (145942)', 'DENND2B (6764)', 'CNTN1 (1272)', 'DDX28 (55794)', 'PPTC7 (160760)', 'HOXA4 (3201)', 'DCTPP1 (79077)', 'VTI1B (10490)', 'LRRC20 (55222)', 'CRACR2A (84766)', 'PDXP (57026)', 'EQTN (54586)', 'SLC2A11 (66035)', 'CNTN4 (152330)', 'PRAMEF15 (653619)', 'NEDD4 (4734)', 'COX7A2 (1347)', 'RFX5 (5993)', 'PRICKLE4 (29964)', 'MUCL3 (135656)', 'FOXJ1 (2302)', 'TET3 (200424)', 'SOSTDC1 (25928)', 'JOSD1 (9929)', 'ZNF582 (147948)', 'ARPIN-AP3S2 (100526783)', 'TMPRSS3 (64699)', 'GRM3 (2913)', 'GLMN (11146)', 'H4C6 (8361)', 'IQCA1 (79781)', 'ZNF77 (58492)', 'C1orf56 (54964)', 'GET1-SH3BGR (106865373)', 'CIDEA (1149)', 'SLC17A2 (10246)', 'PCDHGB3 (56102)', 'KCNE1B (102723475)', 'AACS (65985)', 'ABCF3 (55324)', 'PARS2 (25973)', 'HPN (3249)', 'PROKR1 (10887)', 'TRPV6 (55503)', 'ERI3 (79033)', 'DNAJA2 (10294)', 'OR51D1 (390038)', 'HSDL1 (83693)', 'ROMO1 (140823)', 'STX5 (6811)', 'OR6B3 (150681)', 'GGT6 (124975)', 'PPP5C (5536)', 'PLXNC1 (10154)', 'SFRP2 (6423)', 'RPS15 (6209)', 'VSIG2 (23584)', 'PCDHB10 (56126)', 'RNF113B (140432)', 'SLC26A11 (284129)', 'CXCL10 (3627)', 'LRRC75A (388341)', 'ASCL4 (121549)', 'RNF144A (9781)', 'NYX (60506)', 'GAGE10 (102724473)', 'CACNA1I (8911)', 'HEXD (284004)', 'KRTAP4-4 (84616)', 'ZNF780A (284323)', 'SLC25A35 (399512)', 'ZNF324 (25799)', 'PRORP (9692)', 'TTC28 (23331)', 'CELF3 (11189)', 'DUSP10 (11221)', 'MAOB (4129)', 'TMUB1 (83590)', 'DOP1A (23033)', 'PPP1R3G (648791)', 'FAT2 (2196)', 'RAI2 (10742)', 'RBMY1E (378950)', 'ADGRA1 (84435)', 'ANXA4 (307)', 'AHSG (197)', 'SLC35D1 (23169)', 'LITAF (9516)', 'VWA5B1 (127731)', 'SLC25A6 (293)', 'LAMA2 (3908)', 'SCAF4 (57466)', 'ZNF622 (90441)', 'CLDND1 (56650)', 'DNAJC7 (7266)', 'GLIPR1L1 (256710)', 'SMARCC1 (6599)', 'OR4C3 (256144)', 'JMJD6 (23210)', 'TMEM182 (130827)', 'ZNF268 (10795)', 'GYS2 (2998)', 'CDKN3 (1033)', 'USP17L15 (100288520)', 'CCDC106 (29903)', 'CBWD1 (55871)', 'LAX1 (54900)', 'PDGFRA (5156)', 'ZSCAN29 (146050)', 'SAXO2 (283726)', 'ZNF607 (84775)', 'FAM178B (51252)', 'NUAK1 (9891)', 'ITFG2 (55846)', 'DNAAF1 (123872)', 'CIR1 (9541)', 'MPP3 (4356)', 'CCND2 (894)', 'RPL12 (6136)', 'CCDC146 (57639)', 'L1TD1 (54596)', 'HOXC6 (3223)', 'ZFYVE26 (23503)', 'IL4I1 (259307)', 'MYLK3 (91807)', 'PIGBOS1 (101928527)', 'RELT (84957)', 'ARMC5 (79798)', 'SLC1A7 (6512)', 'TRIM40 (135644)', 'POC1B-GALNT4 (100528030)', 'CEP131 (22994)', 'VWA7 (80737)', 'AZU1 (566)', 'APBB3 (10307)', 'UBALD1 (124402)', 'TPRG1 (285386)', 'NOTUM (147111)', 'OR10A7 (121364)', 'SMAD6 (4091)', 'PFKFB4 (5210)', 'SLITRK6 (84189)', 'TM4SF4 (7104)', 'PCDHB2 (56133)', 'KRT13 (3860)', 'KDM2A (22992)', 'CAMK2B (816)', 'FKBP7 (51661)', 'KLHL5 (51088)', 'VIPR2 (7434)', 'MRPL37 (51253)', 'KIAA2013 (90231)', 'GGTLC3 (728226)', 'TMEM45A (55076)', 'N4BP2 (55728)', 'KCNJ8 (3764)', 'TMEM216 (51259)', 'CHURC1-FNTB (100529261)', 'KCNIP2 (30819)', 'USP28 (57646)', 'CCDC92 (80212)', 'KIF12 (113220)', 'ETS2 (2114)', 'SEC61G (23480)', 'BTBD9 (114781)', 'WBP4 (11193)', 'ECHDC3 (79746)', 'METTL7A (25840)', 'OR9Q2 (219957)', 'C11orf91 (100131378)', 'GAD2 (2572)', 'OR51B2 (79345)', 'KIRREL2 (84063)', 'MAGEB3 (4114)', 'JPH4 (84502)', 'TOP2B (7155)', 'NPDC1 (56654)', 'GRK7 (131890)', 'GAS8 (2622)', 'RYR3 (6263)', 'GSTA1 (2938)', 'CGGBP1 (8545)', 'CCDC50 (152137)', 'RNF113A (7737)', 'PTS (5805)', 'C11orf86 (254439)', 'UBQLN2 (29978)', 'PLK5 (126520)', 'PSMC5 (5705)', 'NUTF2 (10204)', 'ZC3H6 (376940)', 'SUCLA2 (8803)', 'FAM171A1 (221061)', 'TP63 (8626)', 'DDX46 (9879)', 'LSG1 (55341)', 'ABLIM2 (84448)', 'COX11 (1353)', 'CCR9 (10803)', 'ZNF543 (125919)', 'TMEM240 (339453)', 'ASB11 (140456)', 'ELAC2 (60528)', 'OPN1LW (5956)', 'TBC1D19 (55296)', 'CABP4 (57010)', 'KRTAP3-3 (85293)', 'PLXDC2 (84898)', 'HLA-DPB1 (3115)', 'TBC1D31 (93594)', 'CHRNA1 (1134)', 'ZFP30 (22835)', 'TIMM13 (26517)', 'BEND3 (57673)', 'CER1 (9350)', 'ARVCF (421)', 'HSPA4L (22824)', 'FNTA (2339)', 'PRKCH (5583)', 'ARRDC3 (57561)', 'HERC2 (8924)', 'LDLRAD1 (388633)', 'AGTR1 (185)', 'FABP5 (2171)', 'ZNF865 (100507290)', 'RBAK (57786)', 'FAM71B (153745)', 'CFAP299 (255119)', 'GALNT1 (2589)', 'ZBED2 (79413)', 'MARCHF11 (441061)', 'CLEC6A (93978)', 'CENPM (79019)', 'GLI4 (2738)', 'UNC5C (8633)', 'MRPL17 (63875)', 'MRFAP1 (93621)', 'MLNR (2862)', 'SIGLEC15 (284266)', 'SPART (23111)', 'SULT2A1 (6822)', 'NCOA5 (57727)', 'JMJD7-PLA2G4B (8681)', 'FFAR2 (2867)', 'RGS10 (6001)', 'TMCC1 (23023)', 'DDI1 (414301)', 'CANT1 (124583)', 'CFAP20 (29105)', 'FAM240C (285095)', 'CROCC2 (728763)', 'PPP1R3C (5507)', 'RXFP4 (339403)', 'CHML (1122)', 'CGB7 (94027)', 'C1orf232 (110806296)', 'PRXL2C (195827)', 'ARHGAP35 (2909)', 'EOLA1 (91966)', 'RAD18 (56852)', 'ZDHHC5 (25921)', 'MFRP (83552)', 'USP18 (11274)', 'TMEM154 (201799)', 'TBC1D10C (374403)', 'FLAD1 (80308)', 'TMEM156 (80008)', 'RIMBP2 (23504)', 'SPTSSA (171546)', 'PODXL2 (50512)', 'FAM13A (10144)', 'PRTG (283659)', 'PRCD (768206)', 'PLCG2 (5336)', 'CDC37L1 (55664)', 'LIAS (11019)', 'NAALADL1 (10004)', 'XRCC1 (7515)', 'STK38L (23012)', 'MMS19 (64210)', 'MGLL (11343)', 'DKC1 (1736)', 'XKRX (402415)', 'SMIM27 (100129250)', 'TLN2 (83660)', 'DEFB107B (503614)', 'RAB10 (10890)', 'H2BU1 (128312)', 'DUSP3 (1845)', 'CXorf49B (100132994)', 'GNB3 (2784)', 'ZNF286A (57335)', 'ARHGEF39 (84904)', 'SLC49A3 (84179)', 'GIGYF1 (64599)', 'MYL1 (4632)', 'ZNF664 (144348)', 'DUSP16 (80824)', 'FAM122A (116224)', 'SPACA6 (147650)', 'RRAGB (10325)', 'FGD4 (121512)', 'LIN28A (79727)', 'MYRFL (196446)', 'MME (4311)', 'LRRN2 (10446)', 'SCUBE1 (80274)', 'ABR (29)', 'SNORC (389084)', 'LSM14A (26065)', 'RIC3 (79608)', 'PLPPR1 (54886)', 'MFN1 (55669)', 'CDNF (441549)', 'LILRA2 (11027)', 'ZIC3 (7547)', 'CEP290 (80184)', 'SHANK3 (85358)', 'IRAK3 (11213)', 'MT1M (4499)', 'URGCP-MRPS24 (100534592)', 'COG6 (57511)', 'GATA3 (2625)', 'TRPM1 (4308)', 'HRH4 (59340)', 'DPH7 (92715)', 'ADARB2 (105)', 'REXO1 (57455)', 'ABCC6 (368)', 'CD200 (4345)', 'GALK1 (2584)', 'LARP4 (113251)', 'TXNRD2 (10587)', 'MICAL1 (64780)', 'OR9Q1 (219956)', 'ZNF763 (284390)', 'TXNDC9 (10190)', 'STARD9 (57519)', 'DCAF8 (50717)', 'NDUFV2 (4729)', 'COLGALT2 (23127)', 'CAVIN3 (112464)', 'RALY (22913)', 'KLK10 (5655)', 'PHTF2 (57157)', 'AQP5 (362)', 'CCDC200 (100874261)', 'NCAPD3 (23310)', 'CCDC71L (168455)', 'VSTM1 (284415)', 'GYS1 (2997)', 'ZNF510 (22869)', 'CCT3 (7203)', 'WNT6 (7475)', 'FARS2 (10667)', 'IFI27L1 (122509)', 'UBE2K (3093)', 'C16orf96 (342346)', 'IDH1 (3417)', 'EDC4 (23644)', 'GABRR1 (2569)', 'UBXN7 (26043)', 'RRP9 (9136)', 'WAPL (23063)', 'LYZL6 (57151)', 'GAREM2 (150946)', 'GTF3C1 (2975)', 'NCF1 (653361)', 'PRRX2 (51450)', 'FAM205C (100129969)', 'ZXDC (79364)', 'ZFP3 (124961)', 'GGA3 (23163)', 'PDE11A (50940)', 'CLVS1 (157807)', 'LRIG3 (121227)', 'MAPK4 (5596)', 'SESN1 (27244)', 'BLOC1S2 (282991)', 'CGNL1 (84952)', 'DUSP6 (1848)', 'FAM228A (653140)', 'CCL18 (6362)', 'FAP (2191)', 'SPOCK2 (9806)', 'PCDHGB5 (56101)', 'OR4K2 (390431)', 'CYLC2 (1539)', 'PLA2G15 (23659)', 'MST1 (4485)', 'PLN (5350)', 'RNF185 (91445)', 'PTPRG (5793)', 'CCN1 (3491)', 'OGN (4969)', 'PRR36 (80164)', 'SPDYE4 (388333)', 'LILRB4 (11006)', 'RTF1 (23168)', 'RNF168 (165918)', 'SMTNL2 (342527)', 'HLA-DMB (3109)', 'TMEM225B (100289187)', 'CREB3L2 (64764)', 'PMPCB (9512)', 'CILK1 (22858)', 'NPTX1 (4884)', 'CCDC166 (100130274)', 'RNF40 (9810)', 'SLC25A38 (54977)', 'CTAGE4 (100128553)', 'RAD23A (5886)', 'SLC5A1 (6523)', 'PTGDR (5729)', 'DCN (1634)', 'EHF (26298)', 'EXOC2 (55770)', 'PNRC1 (10957)', 'NFIX (4784)', 'KLHL36 (79786)', 'TRIP12 (9320)', 'DAGLB (221955)', 'ZNF430 (80264)', 'ITIH2 (3698)', 'SEZ6L2 (26470)', 'GRIN2C (2905)', 'ZSWIM5 (57643)', 'ITGB2 (3689)', 'TSC22D4 (81628)', 'AMOTL1 (154810)', 'PNPLA4 (8228)', 'MAP7D3 (79649)', 'CCDC189 (90835)', 'DPAGT1 (1798)', 'ACKR3 (57007)', 'HRC (3270)', 'SACM1L (22908)', 'ZNF107 (51427)', 'SCAMP2 (10066)', 'KLK6 (5653)', 'SERHL2 (253190)', 'ABCG2 (9429)', 'NFYA (4800)', 'ZC3H11A (9877)', 'LZTFL1 (54585)', 'ATP8A2 (51761)', 'CNPY4 (245812)', 'KRTAP26-1 (388818)', 'COPS3 (8533)', 'TMEM232 (642987)', 'PHKG1 (5260)', 'RPS6KA4 (8986)', 'ST3GAL3 (6487)', 'MICU2 (221154)', 'ACTG1 (71)', 'ZNF396 (252884)', 'C11orf94 (143678)', 'KDM7A (80853)', 'CYBA (1535)', 'COX15 (1355)', 'TM9SF3 (56889)', 'RAP2A (5911)', 'MYRIP (25924)', 'RAET1L (154064)', 'TCF4 (6925)', 'ALPI (248)', 'AGPAT3 (56894)', 'PLA2G4B (100137049)', 'CYP1B1 (1545)', 'SLC25A45 (283130)', 'TSR1 (55720)', 'CNIH2 (254263)', 'OR8G5 (219865)', 'SGCG (6445)', 'RFX2 (5990)', 'PPP6R2 (9701)', 'ZNF7 (7553)', 'PPP2R2D (55844)', 'MAP3K3 (4215)', 'PRAMEF20 (645425)', 'SENP1 (29843)', 'DENND2D (79961)', 'CIAPIN1 (57019)', 'SLCO2B1 (11309)', 'OR14A2 (388761)', 'ZNF681 (148213)', 'TNFSF11 (8600)', 'S100A10 (6281)', 'C20orf85 (128602)', 'FOXK1 (221937)', 'RIMKLA (284716)', 'GOLGA8B (440270)', 'PRR20C (729240)', 'ATAD2 (29028)', 'SETBP1 (26040)', 'MRPS33 (51650)', 'LGALS9C (654346)', 'C7orf26 (79034)', 'FRRS1 (391059)', 'NAGPA (51172)', 'GJB1 (2705)', 'MIA3 (375056)', 'LGMN (5641)', 'KIR3DL3 (115653)', 'NUP188 (23511)', 'TINAG (27283)', 'TRAF3IP1 (26146)', 'SYT11 (23208)', 'CBWD5 (220869)', 'SLC7A3 (84889)', 'TMED3 (23423)', 'FOXR2 (139628)', 'HEPN1 (641654)', 'PRPF6 (24148)', 'OSBPL8 (114882)', 'OR51I2 (390064)', 'CCT2 (10576)', 'ANAPC1 (64682)', 'PDZD7 (79955)', 'SOBP (55084)', 'DEGS2 (123099)', 'TSPAN7 (7102)', 'MANF (7873)', 'CRTAP (10491)', 'ZNF780B (163131)', 'PEG10 (23089)', 'FAM117A (81558)', 'SOX11 (6664)', 'MAGEB17 (645864)', 'LYPD3 (27076)', 'TXNL4B (54957)', 'CREBBP (1387)', 'GPI (2821)', 'PTTG1IP (754)', 'CCL4 (6351)', 'OR11H4 (390442)', 'NCAPG2 (54892)', 'RBMY1B (378948)', 'LRRC40 (55631)', 'KIF6 (221458)', 'TEX9 (374618)', 'SPEM2 (201243)', 'NOMO3 (408050)', 'UGT3A2 (167127)', 'PRSS23 (11098)', 'IFNB1 (3456)', 'MPIG6B (80739)', 'IL10RA (3587)', 'APOBEC1 (339)', 'INTS9 (55756)', 'PKN1 (5585)', 'REEP5 (7905)', 'DNAH6 (1768)', 'ESPL1 (9700)', 'PAOX (196743)', 'TAS2R19 (259294)', 'TIPIN (54962)', 'CASP6 (839)', 'EIF2S3B (255308)', 'ZNF18 (7566)', 'RAB40B (10966)', 'CLNK (116449)', 'LAGE3 (8270)', 'RRS1 (23212)', 'CCNDBP1 (23582)', 'SS18 (6760)', 'TEKT1 (83659)', 'FAM241B (219738)', 'ARL6IP5 (10550)', 'CREG2 (200407)', 'MPHOSPH8 (54737)', 'CEP162 (22832)', 'ZNF197 (10168)', 'GTF2I (2969)', 'GRIN2D (2906)', 'ZNF697 (90874)', 'IGFBP3 (3486)', 'PPP4R3C (139420)', 'TMEM191B (728229)', 'PPIAL4A (653505)', 'ATG16L1 (55054)', 'SRSF2 (6427)', 'CD68 (968)', 'BSPH1 (100131137)', 'ADTRP (84830)', 'HDAC3 (8841)', 'GTF2IRD2 (84163)', 'POLR2A (5430)', 'ASMTL (8623)', 'ANKIB1 (54467)', 'LYPLA2 (11313)', 'PLPPR2 (64748)', 'SAP30L (79685)', 'FOXI2 (399823)', 'EEFSEC (60678)', 'LHCGR (3973)', 'LHFPL5 (222662)', 'CTTN (2017)', 'GLA (2717)', 'PKNOX1 (5316)', 'NAGS (162417)', 'TMEM139 (135932)', 'RACK1 (10399)', 'TCAP (8557)', 'TBL3 (10607)', 'RPL22L1 (200916)', 'UBE2D4 (51619)', 'ST6GALNAC1 (55808)', 'TRMT2A (27037)', 'NUDT1 (4521)', 'DERL3 (91319)', 'THSD7B (80731)', 'EMC4 (51234)', 'NPPA (4878)', 'LSM7 (51690)', 'ACY3 (91703)', 'CHRNB1 (1140)', 'ALOX5AP (241)', 'PTPN23 (25930)', 'KCNJ14 (3770)', 'TEAD4 (7004)', 'OST4 (100128731)', 'EMC2 (9694)', 'ZDHHC21 (340481)', 'UBFD1 (56061)', 'YTHDF1 (54915)', 'KDM5C (8242)', 'ARMC4 (55130)', 'TTLL3 (26140)', 'TEX48 (100505478)', 'TNFSF12 (8742)', 'DLX3 (1747)', 'TTK (7272)', 'GRIN1 (2902)', 'CXCL17 (284340)', 'C1orf53 (388722)', 'HR (55806)', 'C3orf14 (57415)', 'BTG3 (10950)', 'CRY2 (1408)', 'FYCO1 (79443)', 'NUP43 (348995)', 'F2RL3 (9002)', 'YPEL5 (51646)', 'ZBTB41 (360023)', 'PRR32 (100130613)', 'USB1 (79650)', 'POLR1H (30834)', 'NOMO1 (23420)', 'TENT2 (167153)', 'SFTPC (6440)', 'ZNF446 (55663)', 'FGFRL1 (53834)', 'H3Y1 (391769)', 'XIRP1 (165904)', 'SNX20 (124460)', 'RALA (5898)', 'ABHD4 (63874)', 'SEC14L1 (6397)', 'CFAP97D1 (284067)', 'ALG10 (84920)', 'MMP16 (4325)', 'CGN (57530)', 'C22orf23 (84645)', 'C11orf45 (219833)', 'TMEFF2 (23671)', 'EBLN1 (340900)', 'LHFPL6 (10186)', 'SCML1 (6322)', 'OSM (5008)', 'ANKRD50 (57182)', 'ADAM18 (8749)', 'PHLPP1 (23239)', 'GIMAP4 (55303)', 'LCTL (197021)', 'SLCO5A1 (81796)', 'BDH1 (622)', 'ZDHHC24 (254359)', 'ZNF502 (91392)', 'KLHL9 (55958)', 'GABRA4 (2557)', 'CALML4 (91860)', 'DMRTA2 (63950)', 'TRPC4 (7223)', 'HOXA11 (3207)', 'SLC29A1 (2030)', 'SPATA13 (221178)', 'ANKRD34A (284615)', 'DAZAP1 (26528)', 'HP1BP3 (50809)', 'FCN1 (2219)', 'MBIP (51562)', 'CTU2 (348180)', 'PRDM4 (11108)', 'SLCO3A1 (28232)', 'APC (324)', 'LIG3 (3980)', 'SECISBP2 (79048)', 'VHL (7428)', 'TAGLN3 (29114)', 'PLEKHG7 (440107)', 'CYRIA (81553)', 'KLHL29 (114818)', 'MYL5 (4636)', 'C3orf49 (132200)', 'RPH3AL (9501)', 'CRCP (27297)', 'CCDC190 (339512)', 'PCYT1B (9468)', 'OR2L3 (391192)', 'SERPINE1 (5054)', 'WSB1 (26118)', 'NIPAL2 (79815)', 'FAM120A (23196)', 'KIAA1614 (57710)', 'APOOL (139322)', 'STRN (6801)', 'ARL10 (285598)', 'KRTAP22-2 (100288287)', 'TTC12 (54970)', 'BET1L (51272)', 'TM6SF2 (53345)', 'TMEM74B (55321)', 'AK7 (122481)', 'HBA1 (3039)', 'DENND5B (160518)', 'SGMS2 (166929)', 'OTX1 (5013)', 'SEPTIN2 (4735)', 'CLEC10A (10462)', 'CUL5 (8065)', 'BMP8B (656)', 'REG1B (5968)', 'KCNE3 (10008)', 'MYL6 (4637)', 'CRELD2 (79174)', 'CNTFR (1271)', 'CERS1 (10715)', 'LRRC17 (10234)', 'ANK2 (287)', 'IFT57 (55081)', 'CLDN1 (9076)', 'BTBD1 (53339)', 'POSTN (10631)', 'FOXO6 (100132074)', 'STARD6 (147323)', 'E2F3 (1871)', 'MTHFD2 (10797)', 'GTPBP4 (23560)', 'TMC1 (117531)', 'VSTM2B (342865)', 'TAF7L (54457)', 'OCM (654231)', 'PSMD11 (5717)', 'TAFA4 (151647)', 'RPS19 (6223)', 'ATP6V1G1 (9550)', 'DCP1B (196513)', 'CHAF1B (8208)', 'SSX3 (10214)', 'ZNF716 (441234)', 'STYX (6815)', 'AXL (558)', 'GPR139 (124274)', 'RPS6KB1 (6198)', 'PLK4 (10733)', 'METTL14 (57721)', 'CHTOP (26097)', 'LIMS2 (55679)', 'CD82 (3732)', 'SIPA1L3 (23094)', 'ASB4 (51666)', 'RBM15 (64783)', 'CD320 (51293)', 'NDFIP2 (54602)', 'SIAH2 (6478)', 'SDHAF4 (135154)', 'DBH (1621)', 'CLEC17A (388512)', 'DDX10 (1662)', 'OSMR (9180)', 'MYOCD (93649)', 'TSNAX (7257)', 'TMIGD1 (388364)', 'ARPC1B (10095)', 'ZBTB38 (253461)', 'ACAP3 (116983)', 'KRT6C (286887)', 'DHRS7B (25979)', 'TASP1 (55617)', 'HCN2 (610)', 'IDNK (414328)', 'DNA2 (1763)', 'PLXDC1 (57125)', 'DACT1 (51339)', 'BEND7 (222389)', 'FER1L6 (654463)', 'ZSWIM7 (125150)', 'NFILZ (105372267)', 'TIMM10 (26519)', 'SNAPC1 (6617)', 'GOLGA8G (283768)', 'LYPD2 (137797)', 'NOC3L (64318)', 'HMGCLL1 (54511)', 'MEGF6 (1953)', 'MBP (4155)', 'IPO7 (10527)', 'ARL6IP4 (51329)', 'NFYC (4802)', 'REELD1 (345051)', 'AP5B1 (91056)', 'LMO3 (55885)', 'SAP30BP (29115)', 'BTN3A1 (11119)', 'FAM72D (728833)', 'HIGD1B (51751)', 'PTPRN2 (5799)', 'SLC22A9 (114571)', 'ACCS (84680)', 'TSPYL4 (23270)', 'C1orf194 (127003)', 'SLC27A2 (11001)', 'CPLX4 (339302)', 'HSD3B2 (3284)', 'DYNC1I2 (1781)', 'ADGRL2 (23266)', 'UGT2B15 (7366)', 'NCF2 (4688)', 'KIF26A (26153)', 'TRAF3IP2 (10758)', 'COQ3 (51805)', 'N4BP2L1 (90634)', 'TMEM200A (114801)', 'GDF7 (151449)', 'DTD2 (112487)', 'ZNF526 (116115)', 'FEN1 (2237)', 'OR2M4 (26245)', 'LMBRD2 (92255)', 'CACNA1A (773)', 'CHTF18 (63922)', 'TAOK2 (9344)', 'SPAG8 (26206)', 'FAN1 (22909)', 'ERC2 (26059)', 'H3C14 (126961)', 'POLE3 (54107)', 'C20orf173 (140873)', 'DEFB118 (117285)', 'NEMP1 (23306)', 'ITGB1BP2 (26548)', 'TAGLN2 (8407)', 'OTOS (150677)', 'DENR (8562)', 'IQCF5 (389124)', 'SRRM4 (84530)', 'CENPU (79682)', 'FAM153A (285596)', 'OR8H1 (219469)', 'LRRC3C (100505591)', 'TBP (6908)', 'RAB43 (339122)', 'GLT1D1 (144423)', 'VARS2 (57176)', 'TMEM238 (388564)', 'MYLK (4638)', 'OR2T3 (343173)', 'UTP15 (84135)', 'SZT2 (23334)', 'SC5D (6309)', 'MAPKAPK2 (9261)', 'PRR22 (163154)', 'TIMP4 (7079)', 'RNF139 (11236)', 'SMIM15 (643155)', 'CLCA1 (1179)', 'CCL19 (6363)', 'ABCA3 (21)', 'SLC52A2 (79581)', 'CDK19 (23097)', 'RBBP7 (5931)', 'PEX1 (5189)', 'DNAJC27 (51277)', 'DAP3 (7818)', 'PGA5 (5222)', 'SPAAR (158376)', 'GAD1 (2571)', 'FAM13B (51306)', 'STAM (8027)', 'DUSP19 (142679)', 'KRTAP1-3 (81850)', 'CHN2 (1124)', 'SLN (6588)', 'ORMDL2 (29095)', 'CCDC149 (91050)', 'C1QTNF2 (114898)', 'CGB8 (94115)', 'XRCC5 (7520)', 'MLLT3 (4300)', 'ZDHHC15 (158866)', 'OTOA (146183)', 'ACSM2B (348158)', 'MCOLN1 (57192)', 'DCUN1D3 (123879)', 'MAPK8IP2 (23542)', 'ZNF414 (84330)', 'ST3GAL2 (6483)', 'IL17C (27189)', 'MT-ND1 (4535)', 'ITPRID1 (223075)', 'LHFPL4 (375323)', 'ZSCAN31 (64288)', 'B3GALT5 (10317)', 'LGALS9B (284194)', 'COL23A1 (91522)', 'S1PR3 (1903)', 'SCO1 (6341)', 'UBA6 (55236)', 'ISOC2 (79763)', 'SIRT7 (51547)', 'SLC30A4 (7782)', 'MYBPC3 (4607)', 'ERBB3 (2065)', 'SCNN1G (6340)', 'ALDOC (230)', 'DMRTC1 (63947)', 'TUSC2 (11334)', 'TTC4 (7268)', 'ZNF407 (55628)', 'KDM5B (10765)', 'TIMM10B (26515)', 'ZNF473 (25888)', 'SLC9A3R1 (9368)', 'CNOT1 (23019)', 'CAMKK1 (84254)', 'ZNF707 (286075)', 'GUCA1C (9626)', 'FUT11 (170384)', 'FBXL4 (26235)', 'MLPH (79083)', 'ZNF501 (115560)', 'PTHLH (5744)', 'FBXO24 (26261)', 'VCX3B (425054)', 'CIRBP (1153)', 'FAM9C (171484)', 'OR2T6 (254879)', 'SMARCA1 (6594)', 'CHST5 (23563)', 'RIMBP3C (150221)', 'EPHX1 (2052)', 'ARHGAP6 (395)', 'ZNF550 (162972)', 'TENM1 (10178)', 'G6PD (2539)', 'CBFA2T3 (863)', 'GATD3A (8209)', 'MYADM (91663)', 'TMTC2 (160335)', 'DFFA (1676)', 'NUP133 (55746)', 'IRAK1BP1 (134728)', 'SYTL4 (94121)', 'ZNF208 (7757)', 'MARCHF8 (220972)', 'COL14A1 (7373)', 'TUBA1B (10376)', 'RNF186 (54546)', 'STMN1 (3925)', 'SLC44A3 (126969)', 'POU6F1 (5463)', 'ILK (3611)', 'MEA1 (4201)', 'SNAI3 (333929)', 'RAB30 (27314)', 'RBMY1A1 (5940)', 'GAGE12H (729442)', 'PI4K2A (55361)', 'IL36A (27179)', 'DNM3 (26052)', 'AP2S1 (1175)', 'ACSM4 (341392)', 'LLGL1 (3996)', 'C5orf63 (401207)', 'EXOSC4 (54512)', 'SYT13 (57586)', 'RHOXF2B (727940)', 'PNPLA2 (57104)', 'PEG3 (5178)', 'VPS41 (27072)', 'MYMX (101929726)', 'MASP1 (5648)', 'PLXNB1 (5364)', 'ASTN2 (23245)', 'CENPBD1 (92806)', 'POLD2 (5425)', 'DCAF8L2 (347442)', 'RIT1 (6016)', 'SPATA31D4 (389761)', 'NTN4 (59277)', 'BCS1L (617)', 'ARHGAP10 (79658)', 'CYP1A1 (1543)', 'GPR146 (115330)', 'SULT1B1 (27284)', 'G2E3 (55632)', 'ATP8A1 (10396)', 'KRTAP12-4 (386684)', 'MED12 (9968)', 'CCL27 (10850)', 'ASPN (54829)', 'TTC39C (125488)', 'SMG6 (23293)', 'TRA2A (29896)', 'SPACA1 (81833)', 'PRPF39 (55015)', 'FSD2 (123722)', 'CDH18 (1016)', 'SEMA4C (54910)', 'FCHSD2 (9873)', 'PRR20B (729233)', 'PRMT7 (54496)', 'POU5F1 (5460)', 'MPRIP (23164)', 'ACTG2 (72)', 'RILP (83547)', 'LRRC47 (57470)', 'RANBP6 (26953)', 'MRPL49 (740)', 'PEX11G (92960)', 'EDEM2 (55741)', 'RPP14 (11102)', 'YPEL4 (219539)', 'TEX37 (200523)', 'PGPEP1L (145814)', 'KIF1C (10749)', 'FBXO42 (54455)', 'PAG1 (55824)', 'BCL2A1 (597)', 'NUDT10 (170685)', 'P2RX3 (5024)', 'RHBG (57127)', 'MAP1LC3B (81631)', 'TOMM40L (84134)', 'MAPK12 (6300)', 'SMC5 (23137)', 'OR7D2 (162998)', 'DYRK2 (8445)', 'TIMELESS (8914)', 'BOLA2B (552900)', 'SLC25A27 (9481)', 'GREM1 (26585)', 'PIGO (84720)', 'CLN3 (1201)', 'STOM (2040)', 'ADGRE5 (976)', 'ZNF750 (79755)', 'LRSAM1 (90678)', 'EXOC1L (644145)', 'FMO1 (2326)', 'CASZ1 (54897)', 'THBS1 (7057)', 'CHRM3 (1131)', 'PDGFB (5155)', 'PPY (5539)', 'ACSBG1 (23205)', 'NUDT16L1 (84309)', 'NDUFA11 (126328)', 'INSIG1 (3638)', 'OLA1 (29789)', 'IL9R (3581)', 'RPAP3 (79657)', 'DOCK6 (57572)', 'NUP37 (79023)', 'CCDC117 (150275)', 'SELPLG (6404)', 'GAL3ST1 (9514)', 'SLC6A8 (6535)', 'CHD9 (80205)', 'ZNF682 (91120)', 'CLSPN (63967)', 'MT1B (4490)', 'RPS21 (6227)', 'HCRT (3060)', 'PLPP6 (403313)', 'MAP1A (4130)', 'CDC26 (246184)', 'ARSK (153642)', 'SETMAR (6419)', 'PDPK1 (5170)', 'FAM204A (63877)', 'TSN (7247)', 'C4orf48 (401115)', 'OTUB1 (55611)', 'NRBF2 (29982)', 'FUCA2 (2519)', 'REV1 (51455)', 'CCDC88C (440193)', 'C2orf74 (339804)', 'LHX1 (3975)', 'GID8 (54994)', 'NXF1 (10482)', 'MUC22 (100507679)', 'PEF1 (553115)', 'PPIAL4H (105371242)', 'METTL3 (56339)', 'RWDD4 (201965)', 'KIAA0895L (653319)', 'POU2F1 (5451)', 'PLPPR3 (79948)', 'TEX12 (56158)', 'FCGR3B (2215)', 'NOC4L (79050)', 'AUH (549)', 'IFNA14 (3448)', 'NOXRED1 (122945)', 'SIGLECL1 (284369)', 'ABCB9 (23457)', 'PADI6 (353238)', 'GOLGA6L10 (647042)', 'DIAPH2 (1730)', 'LEMD3 (23592)', 'TRMT61A (115708)', 'GLYR1 (84656)', 'KRT73 (319101)', 'SLC43A2 (124935)', 'ALDH18A1 (5832)', 'LEUTX (342900)', 'PCDHB13 (56123)', 'ACAT2 (39)', 'APPL2 (55198)', 'SLC6A20 (54716)', 'PTRH1 (138428)', 'MRM3 (55178)', 'ZCCHC17 (51538)', 'CCDC14 (64770)', 'TMEM203 (94107)', 'UNC45A (55898)', 'FBXL20 (84961)', 'ZNF185 (7739)', 'GATAD2B (57459)', 'ACO1 (48)', 'GATA6 (2627)', 'MMP19 (4327)', 'SUN3 (256979)', 'BID (637)', 'CXorf49 (100130361)', 'ALB (213)', 'AKTIP (64400)', 'MYBL2 (4605)', 'DHX16 (8449)', 'MIF (4282)', 'H1-8 (132243)', 'DUSP8 (1850)', 'PIGB (9488)', 'CILP (8483)', 'ITGA5 (3678)', 'FIGN (55137)', 'NDOR1 (27158)', 'CLEC12B (387837)', 'OSR1 (130497)', 'MAGEH1 (28986)', 'TIGD5 (84948)', 'RAP1GAP (5909)', 'JAK3 (3718)', 'SERPINB8 (5271)', 'PLEKHM2 (23207)', 'MS4A6A (64231)', 'SNX1 (6642)', 'ZP1 (22917)', 'NARF (26502)', 'TRIM51 (84767)', 'STMND1 (401236)', 'ZNF616 (90317)', 'LEFTY1 (10637)', 'TNFSF12-TNFSF13 (407977)', 'PCDHGA12 (26025)', 'FAAH2 (158584)', 'C8orf37 (157657)', 'HELB (92797)', 'CLDN6 (9074)', 'LRRC3B (116135)', 'GIMAP7 (168537)', 'KLHL17 (339451)', 'H2AX (3014)', 'VSIR (64115)', 'PCDHGB1 (56104)', 'NOP9 (161424)', 'PDZRN4 (29951)', 'PNLIPRP3 (119548)', 'TMEM52B (120939)', 'RNF148 (378925)', 'GPS2 (2874)', 'NXPE3 (91775)', 'ADGRD2 (347088)', 'FBXL14 (144699)', 'KCNA1 (3736)', 'OBP2B (29989)', 'HRH1 (3269)', 'RELCH (57614)', 'CNBD1 (168975)', 'TMEM120B (144404)', 'ZNF486 (90649)', 'OR2G3 (81469)', 'FNDC9 (408263)', 'LEPR (3953)', 'GTF2A2 (2958)', 'DLG5 (9231)', 'GLIS1 (148979)', 'YIPF3 (25844)', 'SOAT2 (8435)', 'PGC (5225)', 'RTN4RL2 (349667)', 'ZSWIM4 (65249)', 'ZNF527 (84503)', 'OR10J1 (26476)', 'PRAG1 (157285)', 'TRPM4 (54795)', 'KRTAP10-6 (386674)', 'OR2AK2 (391191)', 'SOS1 (6654)', 'ELF1 (1997)', 'LAMTOR5 (10542)', 'MIGA1 (374986)', 'MTHFS (10588)', 'FAM71D (161142)', 'CHAF1A (10036)', 'BCL2L1 (598)', 'NXPH4 (11247)', 'MYO7B (4648)', 'NKX2-6 (137814)', 'LIN37 (55957)', 'VSTM2A (222008)', 'SIGLEC1 (6614)', 'KANSL1L (151050)', 'TMEM219 (124446)', 'OR3A3 (8392)', 'CFAP36 (112942)', 'PSMD4 (5710)', 'TMEM230 (29058)', 'XRN2 (22803)', 'STARD13 (90627)', 'STAM2 (10254)', 'CLEC5A (23601)', 'UCP1 (7350)', 'RASGRF1 (5923)', 'FAM149B1 (317662)', 'CT47A6 (728062)', 'EIF3E (3646)', 'TPGS1 (91978)', 'ZNF599 (148103)', 'ACAT1 (38)', 'YTHDC2 (64848)', 'KCNA3 (3738)', 'IMPG1 (3617)', 'CPNE5 (57699)', 'DZIP3 (9666)', 'TSHR (7253)', 'RAB27B (5874)', 'SMNDC1 (10285)', 'ASL (435)', 'PIR (8544)', 'ITPKC (80271)', 'DMXL2 (23312)', 'TBX22 (50945)', 'C17orf107 (100130311)', 'PANX3 (116337)', 'USF1 (7391)', 'GAB3 (139716)', 'IRF7 (3665)', 'PSMB2 (5690)', 'SLC27A3 (11000)', 'CERKL (375298)', 'TNFRSF13B (23495)', 'SLC25A52 (147407)', 'MORN4 (118812)', 'STAT1 (6772)', 'SETD7 (80854)', 'IFNA5 (3442)', 'ITGAV (3685)', 'TMED5 (50999)', 'PRICKLE3 (4007)', 'CHAC1 (79094)', 'PPP4R2 (151987)', 'MUSK (4593)', 'SIRPG (55423)', 'AMY1B (277)', 'C2orf16 (84226)', 'MRC1 (4360)', 'H2BC3 (3018)', 'RNF208 (727800)', 'ZIM3 (114026)', 'PKIA (5569)', 'TMEM190 (147744)', 'XRRA1 (143570)', 'TRAPPC9 (83696)', 'AKAIN1 (642597)', 'MAP3K15 (389840)', 'DNASE1L1 (1774)', 'OR2V1 (26693)', 'PSMG4 (389362)', 'AAK1 (22848)', 'MFSD6L (162387)', 'FAM168B (130074)', 'C1orf189 (388701)', 'CYP3A5 (1577)', 'SIK1B (102724428)', 'FAM102A (399665)', 'MYO5C (55930)', 'MED22 (6837)', 'OTUD7A (161725)', 'RIN1 (9610)', 'PSME1 (5720)', 'LIG4 (3981)', 'CALY (50632)', 'SERPINF1 (5176)', 'MAST2 (23139)', 'XCL1 (6375)', 'KASH5 (147872)', 'CFAP300 (85016)', 'KLRD1 (3824)', 'CATSPER2 (117155)', 'PGAP4 (84302)', 'GRK6 (2870)', 'TMPPE (643853)', 'CORO6 (84940)', 'ARL2 (402)', 'RIMKLB (57494)', 'MRM2 (29960)', 'BUB3 (9184)', 'CMTM3 (123920)', 'SH2D2A (9047)', 'EBF4 (57593)', 'ZPR1 (8882)', 'MAGOHB (55110)', 'ITIH5 (80760)', 'CACNA1B (774)', 'CPLANE2 (79363)', 'LRRC58 (116064)', 'CXCR2 (3579)', 'PLXNA4 (91584)', 'UQCR10 (29796)', 'FAM25G (100133093)', 'LY6H (4062)', 'ST3GAL1 (6482)', 'DDX59 (83479)', 'ABCB11 (8647)', 'TPPP2 (122664)', 'VIP (7432)', 'GNLY (10578)', 'ENAM (10117)', 'CD151 (977)', 'PJA2 (9867)', 'WDR33 (55339)', 'NDUFC1 (4717)', 'AGO3 (192669)', 'PWWP3B (139221)', 'SMIM13 (221710)', 'ULK3 (25989)', 'PRY2 (442862)', 'MAF1 (84232)', 'AC013470.2 (102725191)', 'FGF2 (2247)', 'SRGAP1 (57522)', 'RTL5 (340526)', 'IL23A (51561)', 'KRTAP10-11 (386678)', 'ZMYM3 (9203)', 'C20orf141 (128653)', 'RBMXL2 (27288)', 'ITGA4 (3676)', 'OR7A5 (26659)', 'RPL14 (9045)', 'SYS1 (90196)', 'KLHL24 (54800)', 'TADA3 (10474)', 'COL19A1 (1310)', 'FAM91A1 (157769)', 'CRISP1 (167)', 'ATP6V1H (51606)', 'POFUT1 (23509)', 'DENND4B (9909)', 'PPIAL4C (653598)', 'SNX17 (9784)', 'OXTR (5021)', 'CDC42SE1 (56882)', 'FBXL8 (55336)', 'ABCC1 (4363)', 'ZNF30 (90075)', 'BET1 (10282)', 'GOLGA8R (101059918)', 'AL162231.1 (730098)', 'SCGB1C1 (147199)', 'CCDC86 (79080)', 'CD74 (972)', 'INTS13 (55726)', 'POLR2I (5438)', 'LIFR (3977)', 'RPS6 (6194)', 'CLDN8 (9073)', 'ZNF483 (158399)', 'ATL2 (64225)', 'MTUS1 (57509)', 'WFDC12 (128488)', 'EFEMP2 (30008)', 'TEX44 (165100)', 'RABAC1 (10567)', 'CLEC3A (10143)', 'AGAP1 (116987)', 'OR51B6 (390058)', 'NXNL1 (115861)', 'DMC1 (11144)', 'TMC4 (147798)', 'CLN8 (2055)', 'CLEC12A (160364)', 'SYT6 (148281)', 'KRTAP20-2 (337976)', 'GSC2 (2928)', 'PTOV1 (53635)', 'C18orf32 (497661)', 'TMEM114 (283953)', 'PITRM1 (10531)', 'ASB16 (92591)', 'ARAP2 (116984)', 'SLC25A1 (6576)', 'IL17B (27190)', 'RRAS (6237)', 'LRCH2 (57631)', 'PAQR7 (164091)', 'CYP4V2 (285440)', 'CRYAA2 (102724652)', 'USP33 (23032)', 'NELFE (7936)', 'TUBGCP5 (114791)', 'CHADL (150356)', 'MTMR4 (9110)', 'CCDC97 (90324)', 'KLHL15 (80311)', 'ICAM5 (7087)', 'TERF1 (7013)', 'CATSPER1 (117144)', 'RAD1 (5810)', 'ZNF778 (197320)', 'ZNF875 (284459)', 'GABRG1 (2565)', 'ARHGEF3 (50650)', 'BEND4 (389206)', 'ULK2 (9706)', 'APTX (54840)', 'FAM20B (9917)', 'MSH4 (4438)', 'CD200R1 (131450)', 'SLC4A10 (57282)', 'ENHO (375704)', 'CNOT8 (9337)', 'RMI2 (116028)', 'ST18 (9705)', 'COLCA2 (120376)', 'OPTN (10133)', 'KPRP (448834)', 'PLAU (5328)', 'KIR2DL1 (3802)', 'PSTPIP1 (9051)', 'MSX1 (4487)', 'JADE3 (9767)', 'ART5 (116969)', 'GABARAPL1 (23710)', 'GNG5 (2787)', 'TTC22 (55001)', 'OR52B4 (143496)', 'CNTNAP1 (8506)', 'LYZL1 (84569)', 'SNX7 (51375)', 'SLC38A10 (124565)', 'PIRT (644139)', 'OR52B2 (255725)', 'ZCCHC3 (85364)', 'SMAD5 (4090)', 'CTRB1 (1504)', 'TRIB2 (28951)', 'OR7C2 (26658)', 'ATRAID (51374)', 'PRAM1 (84106)', 'ZMYM4 (9202)', 'AKIP1 (56672)', 'ASB2 (51676)', 'AMPD3 (272)', 'PRSS41 (360226)', 'CCDC47 (57003)', 'GPC4 (2239)', 'HAUS4 (54930)', 'JDP2 (122953)', 'RNF222 (643904)', 'PPIAL4F (728945)', 'SLC32A1 (140679)', 'LBHD1 (79081)', 'JADE1 (79960)', 'ARPC4 (10093)', 'DEFB125 (245938)', 'HTN1 (3346)', 'IL17RE (132014)', 'MYOM1 (8736)', 'GHR (2690)', 'PRSS21 (10942)', 'ROS1 (6098)', 'ACOT2 (10965)', 'IGFBP5 (3488)', 'RARA (5914)', 'MEF2B (4207)', 'GLYATL1B (100287520)', 'EPPK1 (83481)', 'CNTROB (116840)', 'HRCT1 (646962)', 'ENPP5 (59084)', 'NCKAP5 (344148)', 'ZSCAN16 (80345)', 'GAGE12D (100132399)', 'MTR (4548)', 'LRPAP1 (4043)', 'MORN2 (729967)', 'ASCL5 (647219)', 'TMPRSS11B (132724)', 'KCNS2 (3788)', 'CENPI (2491)', 'FAM124A (220108)', 'EVX2 (344191)', 'SEMA4A (64218)', 'SDHD (6392)', 'CEND1 (51286)', 'ZNF816-ZNF321P (100529240)', 'ACTN3 (89)', 'TRIR (79002)', 'IGFN1 (91156)', 'SOCS4 (122809)', 'SLC4A2 (6522)', 'SCPEP1 (59342)', 'TOGARAM1 (23116)', 'TSPO2 (222642)', 'TSPAN5 (10098)', 'DUS1L (64118)', 'COL1A1 (1277)', 'RAB3D (9545)', 'CEP89 (84902)', 'SLC9A1 (6548)', 'RNASE6 (6039)', 'GNAI2 (2771)', 'ACP3 (55)', 'SLC35A4 (113829)', 'ALKAL2 (285016)', 'GGH (8836)', 'DND1 (373863)', 'ELAC1 (55520)', 'USP48 (84196)', 'RHBDL2 (54933)', 'ZNF626 (199777)', 'GLOD5 (392465)', 'SLC9A4 (389015)', 'KMO (8564)', 'ZNF131 (7690)', 'FCER1A (2205)', 'DNHD1 (144132)', 'ACTL9 (284382)', 'IGSF10 (285313)', 'HIPK1 (204851)', 'PLB1 (151056)', 'MCAT (27349)', 'C1QA (712)', 'CHMP2B (25978)', 'SGTA (6449)', 'TMEM59 (9528)', 'UCHL5 (51377)', 'NMNAT1 (64802)', 'LRRK2 (120892)', 'SCRT2 (85508)', 'ZNF467 (168544)', 'DNAH8 (1769)', 'ARHGAP22 (58504)', 'WDR83OS (51398)', 'PLEKHB1 (58473)', 'ALKBH1 (8846)', 'ARHGAP39 (80728)', 'MYO1F (4542)', 'BECN1 (8678)', 'PUS7 (54517)', 'IL10RB (3588)', 'CAV3 (859)', 'OR5H15 (403274)', 'DEFB105A (245908)', 'TBC1D7 (51256)', 'PLEKHG6 (55200)', 'CPSF1 (29894)', 'CCP110 (9738)', 'TOMM20L (387990)', 'PARD6A (50855)', 'KRTAP5-6 (440023)', 'TIMM44 (10469)', 'HMGB4 (127540)', 'RMI1 (80010)', 'LHX3 (8022)', 'GSK3B (2932)', 'EEF1D (1936)', 'EPS8 (2059)', 'ASTN1 (460)', 'RNASE7 (84659)', 'LENG8 (114823)', 'ANKRD28 (23243)', 'TMOD2 (29767)', 'ATP5F1B (506)', 'RAB3IP (117177)', 'VWF (7450)', 'PIP5K1A (8394)', 'ZNRF2 (223082)', 'ZMPSTE24 (10269)', 'TMEM191C (645426)', 'COMMD5 (28991)', 'MRPL43 (84545)', 'PACRGL (133015)', 'ZFAND2A (90637)', 'MAPK11 (5600)', 'NCCRP1 (342897)', 'SGK3 (23678)', 'SLC7A14 (57709)', 'PPFIBP1 (8496)', 'TNFRSF1A (7132)', 'FNDC3B (64778)', 'AKAP7 (9465)', 'ATP5MC3 (518)', 'DDX49 (54555)', 'TNNT2 (7139)', 'ATP5PD (10476)', 'SLC6A3 (6531)', 'FGL2 (10875)', 'SEMA6A (57556)', 'GPR157 (80045)', 'CLDN5 (7122)', 'ARMCX4 (100131755)', 'ATP1A2 (477)', 'SVBP (374969)', 'PIK3CG (5294)', 'KLHL7 (55975)', 'NUDT15 (55270)', 'HTR7 (3363)', 'PRODH (5625)', 'DUSP15 (128853)', 'ASPG (374569)', 'HDGFL2 (84717)', 'B3GAT3 (26229)', 'LRRTM3 (347731)', 'C2orf83 (56918)', 'PVALEF (388428)', 'GPR152 (390212)', 'CYP11B2 (1585)', 'MORF4L1 (10933)', 'RDH5 (5959)', 'CERCAM (51148)', 'DCAF4L2 (138009)', 'RPS6KA3 (6197)', 'DCTN6 (10671)', 'ABTB1 (80325)', 'OXA1L (5018)', 'ERAP1 (51752)', 'INPP5B (3633)', 'XKR9 (389668)', 'GPR137 (56834)', 'S100A11 (6282)', 'MS4A1 (931)', 'TMEM62 (80021)', 'TMEM106A (113277)', 'CST11 (140880)', 'EIF4E1B (253314)', 'TRIM13 (10206)', 'MED27 (9442)', 'KRTAP3-2 (83897)', 'TPR (7175)', 'C21orf58 (54058)', 'IFT81 (28981)', 'CDC40 (51362)', 'PDILT (204474)', 'EWSR1 (2130)', 'SLC22A14 (9389)', 'MOBP (4336)', 'BANF1 (8815)', 'MRPS18C (51023)', 'IL13RA2 (3598)', 'NECTIN4 (81607)', 'C11orf87 (399947)', 'TMEM256 (254863)', 'LPCAT2 (54947)', 'CNKSR3 (154043)', 'CYP3A4 (1576)', 'ZBTB40 (9923)', 'SPNS1 (83985)', 'ZSCAN20 (7579)', 'AK8 (158067)', 'FBXO34 (55030)', 'DPPA4 (55211)', 'DIS3L2 (129563)', 'RASGEF1C (255426)', 'RPL36AL (6166)', 'GLT8D2 (83468)', 'CBSL (102724560)', 'CDCA8 (55143)', 'UTS2R (2837)', 'NDUFS2 (4720)', 'SPICE1 (152185)', 'HAO1 (54363)', 'TENM2 (57451)', 'ZBTB26 (57684)', 'RGS9BP (388531)', 'ELAVL4 (1996)', 'SULT1C2 (6819)', 'C11orf65 (160140)', 'RTL4 (340595)', 'CTAGE9 (643854)', 'NRXN2 (9379)', 'HNRNPUL2 (221092)', 'FRK (2444)', 'KDM6A (7403)', 'PARP3 (10039)', 'SCML4 (256380)', 'PI16 (221476)', 'RBFOX3 (146713)', 'LRRC34 (151827)', 'CCDC96 (257236)', 'SRY (6736)', 'ARG2 (384)', 'BOD1L1 (259282)', 'ERCC6L2 (375748)', 'IQCE (23288)', 'RGPD5 (84220)', 'TMEM165 (55858)', 'RPLP1 (6176)', 'SLC31A1 (1317)', 'DDR1 (780)', 'AQP6 (363)', 'CSMD2 (114784)', 'TBCE (6905)', 'MCTP1 (79772)', 'LYVE1 (10894)', 'TRPC7 (57113)', 'AQP2 (359)', 'STARD8 (9754)', 'DCAF6 (55827)', 'CYP27C1 (339761)', 'GSDMA (284110)', 'CDRT15 (146822)', 'ATP10A (57194)', 'EFNB3 (1949)', 'MDFIC2 (107986096)', 'SPDYE2 (441273)', 'AMT (275)', 'SPIB (6689)', 'GYPC (2995)', 'CLDN11 (5010)', 'SLC30A8 (169026)', 'UPB1 (51733)', 'ZNF804A (91752)', 'IL27 (246778)', 'RD3 (343035)', 'NGRN (51335)', 'PECAM1 (5175)', 'DPH6 (89978)', 'MT-CYB (4519)', 'GPR160 (26996)', 'DSCC1 (79075)', 'ZNF12 (7559)', 'GRB10 (2887)', 'VAV3 (10451)', 'SH3BGRL (6451)', 'C9orf78 (51759)', 'THTPA (79178)', 'TBXT (6862)', 'CCDC62 (84660)', 'LAT (27040)', 'POP1 (10940)', 'RNASEH2A (10535)', 'FRA10AC1 (118924)', 'DMAP1 (55929)', 'NPIPB15 (440348)', 'SLC29A4 (222962)', 'IVL (3713)', 'GRIN2A (2903)', 'ARID5A (10865)', 'PRRG2 (5639)', 'S100A5 (6276)', 'ANKRD55 (79722)', 'BBS2 (583)', 'FAM81B (153643)', 'ZNFX1 (57169)', 'CDK6 (1021)', 'RAP1GAP2 (23108)', 'IGFL2 (147920)', 'PISD (23761)', 'C20orf203 (284805)', 'ATRN (8455)', 'CDADC1 (81602)', 'WDR20 (91833)', 'SYDE2 (84144)', 'C14orf119 (55017)', 'ZNF688 (146542)', 'IFT74 (80173)', 'BTNL8 (79908)', 'IL17F (112744)', 'NCOA6 (23054)', 'RPL5 (6125)', 'RDH14 (57665)', 'PSG8 (440533)', 'RNF122 (79845)', 'GARNL3 (84253)', 'BFSP2 (8419)', 'FOXO1 (2308)', 'ZNF217 (7764)', 'TUBB6 (84617)', 'TRIML1 (339976)', 'LILRB3 (11025)', 'CENPH (64946)', 'JRKL (8690)', 'RAB42 (115273)', 'GIPC1 (10755)', 'GNAL (2774)', 'RAB5C (5878)', 'PPDPF (79144)', 'ZNF397 (84307)', 'INSM2 (84684)', 'GPR141 (353345)', 'PLXNB3 (5365)', 'ARFIP1 (27236)', 'SLC25A5 (292)', 'F10 (2159)', 'TGFBRAP1 (9392)', 'TUBE1 (51175)', 'CAMKMT (79823)', 'THG1L (54974)', 'CMTR1 (23070)', 'TRHR (7201)', 'UBR1 (197131)', 'TBC1D9 (23158)', 'CD163L1 (283316)', 'ZNF20 (7568)', 'GEMIN8 (54960)', 'PMS2 (5395)', 'CEACAM6 (4680)', 'MARCKS (4082)', 'SLC19A2 (10560)', 'ZFP57 (346171)', 'KIF7 (374654)', 'EMC6 (83460)', 'LARS1 (51520)', 'GAPT (202309)', 'SND1 (27044)', 'AS3MT (57412)', 'CXCL14 (9547)', 'ATOH8 (84913)', 'ATP5MF-PTCD1 (100526740)', 'TENT5B (115572)', 'MTCL1 (23255)', 'MOB3B (79817)', 'CDC20 (991)', 'HPF1 (54969)', 'MTPAP (55149)', 'RASL12 (51285)', 'KRT37 (8688)', 'RB1CC1 (9821)', 'SOX9 (6662)', 'FAM104A (84923)', 'TMEM74 (157753)', 'PLEKHA8 (84725)', 'MBD6 (114785)', 'CTAG1B (1485)', 'IGLL5 (100423062)', 'LIPT2 (387787)', 'FAM76A (199870)', 'NPIPB2 (729978)', 'SIGLEC14 (100049587)', 'PHACTR1 (221692)', 'DUOX1 (53905)', 'ORAI2 (80228)', 'CYP8B1 (1582)', 'FAM222B (55731)', 'CBL (867)', 'GABRG3 (2567)', 'MRPS26 (64949)', 'TOMM7 (54543)', 'GLS (2744)', 'MECR (51102)', 'KCNMB2 (10242)', 'NUDT8 (254552)', 'SLAIN1 (122060)', 'ACSM5 (54988)', 'EGR2 (1959)', 'UBA3 (9039)', 'KLF14 (136259)', 'CPNE1 (8904)', 'GBP1 (2633)', 'CUZD1 (50624)', 'LRRC53 (105378803)', 'KCNK9 (51305)', 'SNTA1 (6640)', 'FIG4 (9896)', 'CD164 (8763)', 'TCTEX1D1 (200132)', 'AKNAD1 (254268)', 'ZNF574 (64763)', 'FAM118A (55007)', 'TMUB2 (79089)', 'SPIRE2 (84501)', 'PPP1R7 (5510)', 'CLOCK (9575)', 'MMD2 (221938)', 'TLR7 (51284)', 'TNPO3 (23534)', 'SMIM4 (440957)', 'TUBB4B (10383)', 'CD109 (135228)', 'CCDC197 (256369)', 'APH1B (83464)', 'SLC27A4 (10999)', 'IMP3 (55272)', 'PTCD3 (55037)', 'NSMCE3 (56160)', 'APCDD1L (164284)', 'SGPP1 (81537)', 'PTDSS1 (9791)', 'DMWD (1762)', 'MC1R (4157)', 'SLC46A1 (113235)', 'ADAMDEC1 (27299)', 'CASP14 (23581)', 'LZIC (84328)', 'LRRC75B (388886)', 'MAML3 (55534)', 'MB (4151)', 'RBAK-RBAKDN (100533952)', 'SETD2 (29072)', 'EPAS1 (2034)', 'ATP10B (23120)', 'NXNL2 (158046)', 'GABRG2 (2566)', 'TBC1D3F (84218)', 'DNAI1 (27019)', 'TLL1 (7092)', 'BATF3 (55509)', 'PSMG2 (56984)', 'CACNA1H (8912)', 'DOK7 (285489)', 'CSPG4 (1464)', 'ATP5MD (84833)', 'LAMP2 (3920)', 'IQSEC2 (23096)', 'TMEM42 (131616)', 'NASP (4678)', 'TNFAIP8L1 (126282)', 'GOLGA6L6 (727832)', 'BSX (390259)', 'PIM1 (5292)', 'WDFY3 (23001)', 'PARD3 (56288)', 'SPATA19 (219938)', 'OXSR1 (9943)', 'SLC7A5 (8140)', 'GOLM1 (51280)', 'UBR2 (23304)', 'ZBED9 (114821)', 'EGR4 (1961)', 'PRR9 (574414)', 'DIRAS2 (54769)', 'NUP205 (23165)', 'XCL2 (6846)', 'NTF3 (4908)', 'NRSN2 (80023)', 'AKR1C1 (1645)', 'NRGN (4900)', 'VANGL1 (81839)', 'FBXO21 (23014)', 'SOX17 (64321)', 'ZDHHC4 (55146)', 'MEX3B (84206)', 'GPRIN2 (9721)', 'BIVM-ERCC5 (100533467)', 'TNRC6B (23112)', 'KCNE5 (23630)', 'CASTOR1 (652968)', 'ADD2 (119)', 'TULP3 (7289)', 'EPB41L1 (2036)', 'DEFB123 (245936)', 'IVD (3712)', 'CASQ1 (844)', 'TAS2R60 (338398)', 'WFDC2 (10406)', 'F11R (50848)', 'SIX1 (6495)', 'TSR2 (90121)', 'UTP4 (84916)', 'BMPR1B (658)', 'MAGEA10 (4109)', 'TOMM20 (9804)', 'CELSR3 (1951)', 'SIRT2 (22933)', 'PSIP1 (11168)', 'WDR97 (340390)', 'SEPTIN10 (151011)', 'PLEKHN1 (84069)', 'NDUFB2 (4708)', 'ARHGEF12 (23365)', 'QRICH1 (54870)', 'PCDHGA6 (56109)', 'TSPAN9 (10867)', 'TOM1 (10043)', 'MS4A7 (58475)', 'ARID1A (8289)', 'ADCY8 (114)', 'NSD2 (7468)', 'S1PR1 (1901)', 'OR51V1 (283111)', 'ARF6 (382)', 'CSTF3 (1479)', 'SLC35A5 (55032)', 'KLRC3 (3823)', 'LIX1L (128077)', 'MAGEA9 (4108)', 'KPNA3 (3839)', 'TMEM35A (59353)', 'CLCN4 (1183)', 'H2BC21 (8349)', 'PKHD1 (5314)', 'TCERG1L (256536)', 'KRTAP10-9 (386676)', 'FAM174C (55009)', 'ARHGDIB (397)', 'SLC47A1 (55244)', 'PAMR1 (25891)', 'ZNF514 (84874)', 'NEUROG1 (4762)', 'GJD3 (125111)', 'AVIL (10677)', 'TSPAN16 (26526)', 'ETV4 (2118)', 'CYP2W1 (54905)', 'RAB18 (22931)', 'PRKD2 (25865)', 'DNAH10 (196385)', 'ITSN1 (6453)', 'LY6G6F-LY6G6D (110599563)', 'CD247 (919)', 'CNR2 (1269)', 'ASIC2 (40)', 'LTA (4049)', 'YBX2 (51087)', 'SCGB1D1 (10648)', 'MTARC1 (64757)', 'HMG20B (10362)', 'TRIML2 (205860)', 'SBK3 (100130827)', 'ZNF548 (147694)', 'LYZL2 (119180)', 'HTATSF1 (27336)', 'TMEM168 (64418)', 'ART3 (419)', 'PLA2G1B (5319)', 'GID4 (79018)', 'CRB2 (286204)', 'RAB38 (23682)', 'IFI6 (2537)', 'GABRA1 (2554)', 'CNOT11 (55571)', 'ALKBH3 (221120)', 'ZNF705D (728957)', 'NEUROG2 (63973)', 'UGT1A7 (54577)', 'SPACA4 (171169)', 'AK1 (203)', 'EXOSC3 (51010)', 'ZC3HAV1 (56829)', 'MYCBP (26292)', 'FBXO30 (84085)', 'CPSF4 (10898)', 'TLE3 (7090)', 'DUSP14 (11072)', 'CSF2RA (1438)', 'CEMIP2 (23670)', 'PRKG2 (5593)', 'C1orf116 (79098)', 'DDHD2 (23259)', 'BMP2K (55589)', 'DPYD (1806)', 'SRM (6723)', 'GLYAT (10249)', 'EIF5B (9669)', 'NR1D2 (9975)', 'TSPAN12 (23554)', 'LCE3A (353142)', 'WDTC1 (23038)', 'TPCN2 (219931)', 'TMEM45B (120224)', 'CIB4 (130106)', 'PDZD3 (79849)', 'ZDHHC9 (51114)', 'ELANE (1991)', 'KRT222 (125113)', 'CCL8 (6355)', 'ST13 (6767)', 'CXCL5 (6374)', 'PHYHIPL (84457)', 'ARHGAP28 (79822)', 'PCNX4 (64430)', 'OTOGL (283310)', 'AGR3 (155465)', 'C1orf127 (148345)', 'SCAMP1 (9522)', 'DMTF1 (9988)', 'KCNA2 (3737)', 'LIMA1 (51474)', 'TOMM5 (401505)', 'ANKRD37 (353322)', 'DIPK2B (79742)', 'GPR156 (165829)', 'RAB14 (51552)', 'TYMP (1890)', 'ATP2C2 (9914)', 'H2BW1 (158983)', 'NSUN3 (63899)', 'FSBP (100861412)', 'MAPK1IP1L (93487)', 'OR2A12 (346525)', 'PSMB5 (5693)', 'CD1A (909)', 'XPNPEP3 (63929)', 'ZNF823 (55552)', 'EFCAB3 (146779)', 'AZIN2 (113451)', 'ZNF282 (8427)', 'PADI1 (29943)', 'PAGE5 (90737)', 'PCDHB11 (56125)', 'CACNA2D4 (93589)', 'SHOX2 (6474)', 'ATF6B (1388)', 'PRAC2 (360205)', 'PTX4 (390667)', 'CDT1 (81620)', 'TP53AIP1 (63970)', 'SLC8B1 (80024)', 'CCDC114 (93233)', 'RABIF (5877)', 'LRIT2 (340745)', 'UPK1A (11045)', 'EPGN (255324)', 'FSTL4 (23105)', 'B4GALT1 (2683)', 'GPRC5D (55507)', 'RAB3B (5865)', 'GPR142 (350383)', 'EXOC3L1 (283849)', 'UTP14C (9724)', 'PUM2 (23369)', 'KRTAP4-1 (85285)', 'SMIM41 (113523638)', 'FUT2 (2524)', 'H4C12 (8362)', 'DUSP9 (1852)', 'APBA1 (320)', 'STK32C (282974)', 'ZNF683 (257101)', 'CAPS2 (84698)', 'TMEM244 (253582)', 'ATXN2 (6311)', 'LHX6 (26468)', 'GNPDA1 (10007)', 'GALM (130589)', 'SALL2 (6297)', 'NPNT (255743)', 'RHOD (29984)', 'NAA10 (8260)', 'HRH2 (3274)', 'ANO2 (57101)', 'CASP3 (836)', 'CNTN6 (27255)', 'HNF1A (6927)', 'LEPROT (54741)', 'NXPH3 (11248)', 'FAM234B (57613)', 'CTRB2 (440387)', 'LRATD2 (157638)', 'ANKHD1-EIF4EBP3 (404734)', 'RAB32 (10981)', 'TPTE (7179)', 'PRSS37 (136242)', 'C16orf92 (146378)', 'DDX42 (11325)', 'KTI12 (112970)', 'BAX (581)', 'PCK2 (5106)', 'PRDM12 (59335)', 'AIF1 (199)', 'CDKN1B (1027)', 'HFM1 (164045)', 'TNFRSF12A (51330)', 'SNF8 (11267)', 'OR9A4 (130075)', 'PACSIN1 (29993)', 'CTAGE6 (340307)', 'THAP7 (80764)', 'NRDC (4898)', 'WFDC3 (140686)', 'YDJC (150223)', 'HSPA4 (3308)', 'TRIL (9865)', 'PSD3 (23362)', 'COX10 (1352)', 'HEY1 (23462)', 'HAUS8 (93323)', 'ZNF326 (284695)', 'IFIT2 (3433)', 'SLC12A4 (6560)', 'RO60 (6738)', 'METTL16 (79066)', 'SUGT1 (10910)', 'KRTAP8-1 (337879)', 'SMARCAL1 (50485)', 'ZSWIM9 (374920)', 'PNPLA6 (10908)', 'HOXB6 (3216)', 'GRIA1 (2890)', 'BSPRY (54836)', 'SLC6A11 (6538)', 'FAS (355)', 'TRHDE (29953)', 'SEL1L3 (23231)', 'TTC33 (23548)', 'RPL23 (9349)', 'TACC2 (10579)', 'NANS (54187)', 'VSIG8 (391123)', 'DEAF1 (10522)', 'ST3GAL4 (6484)', 'HOMEZ (57594)', 'GPAM (57678)', 'ARMC7 (79637)', 'MAPK1 (5594)', 'SYCE2 (256126)', 'ZBTB17 (7709)', 'SBF2 (81846)', 'HSPA6 (3310)', 'CNTNAP2 (26047)', 'AGFG2 (3268)', 'KLF12 (11278)', 'CGAS (115004)', 'CLEC16A (23274)', 'HAPLN4 (404037)', 'THAP12 (5612)', 'FTCDNL1 (348751)', 'PPP1R9A (55607)', 'SCN1A (6323)', 'ATP6V1E2 (90423)', 'TIMP2 (7077)', 'SERAC1 (84947)', 'ASPHD2 (57168)', 'OR13C9 (286362)', 'LDHA (3939)', 'ITGA6 (3655)', 'BNC1 (646)', 'CASC3 (22794)', 'NDRG4 (65009)', 'TAF15 (8148)', 'DDHD1 (80821)', 'RPS6KL1 (83694)', 'APBA2 (321)', 'CLDN10 (9071)', 'CDK8 (1024)', 'BOLA2-SMG1P6 (107282092)', 'NLRP10 (338322)', 'TBC1D3L (101060376)', 'TRMT10A (93587)', 'DRD4 (1815)', 'KANK4 (163782)', 'GJD2 (57369)', 'PTK6 (5753)', 'POLR3F (10621)', 'NPY5R (4889)', 'EPM2AIP1 (9852)', 'DGKA (1606)', 'SLC9C2 (284525)', 'GRAMD2A (196996)', 'SAA2 (6289)', 'AKR1C2 (1646)', 'TMEM88 (92162)', 'TRAPPC11 (60684)', 'NMRK2 (27231)', 'STX11 (8676)', 'SCHIP1 (29970)', 'MEMO1 (51072)', 'RTF2 (51507)', 'NT5C1B-RDH14 (100526794)', 'KLHL6 (89857)', 'RGS20 (8601)', 'CEP192 (55125)', 'SLC6A9 (6536)', 'MRPL39 (54148)', 'S100A4 (6275)', 'CLTA (1211)', 'BMP6 (654)', 'NNT (23530)', 'MOAP1 (64112)', 'GTF2H2 (2966)', 'MS4A6E (245802)', 'TRIM49C (642612)', 'OR1K1 (392392)', 'TUBA1C (84790)', 'VIM (7431)', 'LCE2A (353139)', 'ADGRG1 (9289)', 'ASH2L (9070)', 'AMPD1 (270)', 'POMGNT1 (55624)', 'CTNND1 (1500)', 'PRKAR2A (5576)', 'VCX2 (51480)', 'OR2B11 (127623)', 'NIPAL1 (152519)', 'EIF4EBP1 (1978)', 'TNFRSF11B (4982)', 'DNAJA3 (9093)', 'SMC1B (27127)', 'APOBEC3F (200316)', 'HS6ST2 (90161)', 'TMEM39A (55254)', 'SORCS1 (114815)', 'SPTBN1 (6711)', 'CZIB (54987)', 'OR5AN1 (390195)', 'TSACC (128229)', 'TNFRSF19 (55504)', 'OR52A1 (23538)', 'SLC16A9 (220963)', 'MTNR1A (4543)', 'CSNK1G2 (1455)', 'FAM228B (375190)', 'SNX6 (58533)', 'MAN1A1 (4121)', 'SLC31A2 (1318)', 'WDR4 (10785)', 'NPIPB8 (728734)', 'GOLGA8H (728498)', 'OR1B1 (347169)', 'SLC4A1AP (22950)', 'OPN3 (23596)', 'CYBC1 (79415)', 'DNAH14 (127602)', 'FLOT2 (2319)', 'IRF2BPL (64207)', 'CARNMT1 (138199)', 'PXK (54899)', 'KCNG4 (93107)', 'C8G (733)', 'OR5K4 (403278)', 'FABP7 (2173)', 'ABI2 (10152)', 'ZNF665 (79788)', 'FAM163A (148753)', 'AP5Z1 (9907)', 'SLC19A3 (80704)', 'ERLIN2 (11160)', 'HSPG2 (3339)', 'SYPL1 (6856)', 'NECTIN1 (5818)', 'PTGES3 (10728)', 'AGO4 (192670)', 'COL26A1 (136227)', 'ZXDA (7789)', 'PTPN4 (5775)', 'HES1 (3280)', 'PFKFB1 (5207)', 'ARL4C (10123)', 'RCC1L (81554)', 'MRPL15 (29088)', 'OPRK1 (4986)', 'DPH2 (1802)', 'CDK18 (5129)', 'TNFSF8 (944)', 'ARL9 (132946)', 'EBI3 (10148)', 'KIF23 (9493)', 'GABRQ (55879)', 'DDX60L (91351)', 'WDR92 (116143)', 'BEX1 (55859)', 'PRAMEF6 (440561)', 'FTL (2512)', 'TLX2 (3196)', 'FMN2 (56776)', 'PCDHB7 (56129)', 'CLTRN (57393)', 'TM6SF1 (53346)', 'RGS2 (5997)', 'FUT4 (2526)', 'MEIG1 (644890)', 'MOG (4340)', 'SLC25A24 (29957)', 'MOCS3 (27304)', 'ADRA2A (150)', 'FBLIM1 (54751)', 'GINS2 (51659)', 'UVRAG (7405)', 'KLHL34 (257240)', 'SMIM32 (389332)', 'MRPL40 (64976)', 'ADAMTSL3 (57188)', 'MOV10L1 (54456)', 'NAA35 (60560)', 'DNAJA4 (55466)', 'C7orf31 (136895)', 'PSMD1 (5707)', 'XCR1 (2829)', 'GTF2H5 (404672)', 'LRRC8A (56262)', 'CLEC2B (9976)', 'PAPOLG (64895)', 'DSG1 (1828)', 'MAGEC3 (139081)', 'MOS (4342)', 'OR13C3 (138803)', 'CRISP2 (7180)', 'TMEM151A (256472)', 'USP44 (84101)', 'TNIP3 (79931)', 'CLTC (1213)', 'PROM2 (150696)', 'SLC28A1 (9154)', 'TMEM187 (8269)', 'FIZ1 (84922)', 'TAS2R20 (259295)', 'NSDHL (50814)', 'RAB41 (347517)', 'CGB3 (1082)', 'KRTAP10-1 (386677)', 'ACTR3C (653857)', 'RIPPLY3 (53820)', 'POLR3GL (84265)', 'SPANXN2 (494119)', 'H1-6 (3010)', 'HPCAL1 (3241)', 'TMEM52 (339456)', 'RGS21 (431704)', 'SMPD3 (55512)', 'EYA1 (2138)', 'RBM33 (155435)', 'F11 (2160)', 'SNX4 (8723)', 'SLC10A7 (84068)', 'ZNF215 (7762)', 'MSS51 (118490)', 'RAB2A (5862)', 'NCL (4691)', 'GPR1 (2825)', 'KIAA1143 (57456)', 'COL22A1 (169044)', 'OR8B3 (390271)', 'TPO (7173)', 'PDCD11 (22984)', 'SLC35D2 (11046)', 'OR2F1 (26211)', 'KIF18B (146909)', 'ACKR4 (51554)', 'H4C3 (8364)', 'TIPRL (261726)', 'ZNF584 (201514)', 'BORCS7 (119032)', 'CRB3 (92359)', 'CCT8 (10694)', 'ZNF701 (55762)', 'CCDC169 (728591)', 'APELA (100506013)', 'VRK1 (7443)', 'EMCN (51705)', 'HECTD1 (25831)', 'ELP4 (26610)', 'KIF22 (3835)', 'ZNF493 (284443)', 'RUNDC1 (146923)', 'CFHR1 (3078)', 'SRD5A2 (6716)', 'AZIN1 (51582)', 'ZZZ3 (26009)', 'C1orf74 (148304)', 'SAYSD1 (55776)', 'CPA3 (1359)', 'CDCA4 (55038)', 'HDHD3 (81932)', 'CCL25 (6370)', 'HEG1 (57493)', 'OR8D1 (283159)', 'SLC25A11 (8402)', 'DENND1C (79958)', 'PRDM13 (59336)', 'MELTF (4241)', 'FFAR1 (2864)', 'USP30 (84749)', 'KEL (3792)', 'TMEM61 (199964)', 'CCDC38 (120935)', 'SCAPER (49855)', 'ARPC5L (81873)', 'CNDP1 (84735)', 'AMDHD2 (51005)', 'CUTA (51596)', 'RPUSD2 (27079)', 'OR14C36 (127066)', 'AKR1B15 (441282)', 'ZFP90 (146198)', 'SS18L2 (51188)', 'CTNNBL1 (56259)', 'RGS17 (26575)', 'NIFK (84365)', 'PATE3 (100169851)', 'TUFM (7284)', 'ARHGAP8 (23779)', 'TAS2R30 (259293)', 'ITGA1 (3672)', 'FBXO5 (26271)', 'GZMM (3004)', 'KRT19 (3880)', 'UBD (10537)', 'COPS5 (10987)', 'DBNDD1 (79007)', 'PSMB6 (5694)', 'RHBDD3 (25807)', 'PPP2R2B (5521)', 'SAFB (6294)', 'HMGN4 (10473)', 'TXNDC16 (57544)', 'LARP1B (55132)', 'L2HGDH (79944)', 'ARF1 (375)', 'COL7A1 (1294)', 'AREL1 (9870)', 'CR1L (1379)', 'CALB2 (794)', 'ACTRT1 (139741)', 'MAGEB5 (347541)', 'RALGAPA2 (57186)', 'ZSCAN10 (84891)', 'MYO1G (64005)', 'SPINT1 (6692)', 'POLDIP3 (84271)', 'LRRC26 (389816)', 'WBP11 (51729)', 'ART4 (420)', 'CASQ2 (845)', 'RPS11 (6205)', 'ENG (2022)', 'LEAP2 (116842)', 'UBXN6 (80700)', 'KBTBD11 (9920)', 'HTRA3 (94031)', 'ZFP82 (284406)', 'FANCM (57697)', 'MAP3K5 (4217)', 'PPIAL4E (730262)', 'MFSD3 (113655)', 'MITD1 (129531)', 'ZYX (7791)', 'GCNT4 (51301)', 'PSG9 (5678)', 'AADACL3 (126767)', 'IFRD1 (3475)', 'IL9 (3578)', 'ELOVL2 (54898)', 'BBS5 (129880)', 'NDNF (79625)', 'PELO (53918)', 'CRYBG3 (131544)', 'HPSE2 (60495)', 'LHB (3972)', 'H2BC11 (8970)', 'SLC12A8 (84561)', 'SLC39A7 (7922)', 'CNGB1 (1258)', 'HTR5A (3361)', 'FAM172A (83989)', 'IQCB1 (9657)', 'BBS7 (55212)', 'IL18RAP (8807)', 'C11orf54 (28970)', 'ZNF417 (147687)', 'GRAMD2B (65983)', 'LYPD4 (147719)', 'DAND5 (199699)', 'SSTR3 (6753)', 'PFN2 (5217)', 'GPR18 (2841)', 'MTRNR2L1 (100462977)', 'ZC3H12D (340152)', 'GLRX2 (51022)', 'DHCR24 (1718)', 'AGBL1 (123624)', 'GNA13 (10672)', 'SLC48A1 (55652)', 'AFF3 (3899)', 'USP39 (10713)', 'ASPHD1 (253982)', 'INO80C (125476)', 'SIKE1 (80143)', 'RNF115 (27246)', 'CTDP1 (9150)', 'ABCC11 (85320)', 'AMY2A (279)', 'RTN2 (6253)', 'DICER1 (23405)', 'TXNDC17 (84817)', 'SPIC (121599)', 'RGS7 (6000)', 'SH2B2 (10603)', 'MUL1 (79594)', 'APPBP2 (10513)', 'PCDHGA5 (56110)', 'NXPH1 (30010)', 'DDX50 (79009)', 'MRPL21 (219927)', 'DZIP1L (199221)', 'WNT7B (7477)', 'IMPA2 (3613)', 'C1orf122 (127687)', 'TRPC3 (7222)', 'IL17RD (54756)', 'ARFGEF1 (10565)', 'PITX3 (5309)', 'H2BE1 (114483833)', 'SNRNP40 (9410)', 'WNT3 (7473)', 'MKRN1 (23608)', 'ISCA1 (81689)', 'ZNF727 (442319)', 'EXT1 (2131)', 'WDR36 (134430)', 'LRRC37B (114659)', 'WNT5B (81029)', 'RAMP1 (10267)', 'H4C11 (8363)', 'BTN3A3 (10384)', 'SCMH1 (22955)', 'FADS1 (3992)', 'EFL1 (79631)', 'CLHC1 (130162)', 'SNUPN (10073)', 'CFAP206 (154313)', 'NOP56 (10528)', 'NT5DC3 (51559)', 'PLEKHG4B (153478)', 'NPLOC4 (55666)', 'UGT2B17 (7367)', 'HSD17B4 (3295)', 'SOX1 (6656)', 'LCN9 (392399)', 'NEU3 (10825)', 'TRIM27 (5987)', 'DDX39A (10212)', 'UBL4B (164153)', 'MAN2C1 (4123)', 'PASD1 (139135)', 'LDAH (60526)', 'APEH (327)', 'POLR3G (10622)', 'ATG5 (9474)', 'ANAPC15 (25906)', 'NTMT1 (28989)', 'FOSL1 (8061)', 'IL25 (64806)', 'KRT35 (3886)', 'FAM78A (286336)', 'MAB21L3 (126868)', 'BAK1 (578)', 'ZNF101 (94039)', 'OR4F3 (26683)', 'CNTN3 (5067)', 'TLL2 (7093)', 'LHX2 (9355)', 'LMTK3 (114783)', 'HIF1AN (55662)', 'PAX5 (5079)', 'IGF2R (3482)', 'CBLB (868)', 'THAP10 (56906)', 'PABPC4 (8761)', 'PECR (55825)', 'KLHL14 (57565)', 'SSX4 (6759)', 'HGS (9146)', 'ACACB (32)', 'SPAM1 (6677)', 'CGREF1 (10669)', 'SSC4D (136853)', 'PPP4R3B (57223)', 'MTF1 (4520)', 'EAF1 (85403)', 'SIX4 (51804)', 'GLYCTK (132158)', 'BTNL2 (56244)', 'EPHB4 (2050)', 'ATP4A (495)', 'CAPSL (133690)', 'ZNF280C (55609)', 'FNBP4 (23360)', 'DNAJC8 (22826)', 'ZBTB4 (57659)', 'PRR15L (79170)', 'TTC9B (148014)', 'OR5V1 (81696)', 'LARP6 (55323)', 'HK3 (3101)', 'DUSP22 (56940)', 'CASP8 (841)', 'CALHM3 (119395)', 'ZKSCAN3 (80317)', 'OPHN1 (4983)', 'KRTAP4-3 (85290)', 'SNX8 (29886)', 'ARSJ (79642)', 'LHFPL1 (340596)', 'TRIM10 (10107)', 'ATXN10 (25814)', 'TULP2 (7288)', 'TICRR (90381)', 'KBTBD2 (25948)', 'ITIH4 (3700)', 'ZMYND19 (116225)', 'GJA10 (84694)', 'PARP15 (165631)', 'ADAM2 (2515)', 'OR4C6 (219432)', 'AAR2 (25980)', 'NHLRC2 (374354)', 'DIMT1 (27292)', 'CPZ (8532)', 'KRTAP1-4 (728255)', 'RTP2 (344892)', 'TSTD3 (100130890)', 'PLSCR4 (57088)', 'SGPP2 (130367)', 'ARMCX6 (54470)', 'MAK (4117)', 'RPS3 (6188)', 'OR8B4 (283162)', 'PAK2 (5062)', 'SYTL5 (94122)', 'CREBZF (58487)', 'SERPINA7 (6906)', 'ALX1 (8092)', 'FOXC1 (2296)', 'ARL6IP6 (151188)', 'EHD4 (30844)', 'MTG2 (26164)', 'GGA1 (26088)', 'FKBP3 (2287)', 'HABP4 (22927)', 'KCNJ5 (3762)', 'ANKRD45 (339416)', 'PPM1D (8493)', 'PCDHB5 (26167)', 'NABP2 (79035)', 'MED23 (9439)', 'LEFTY2 (7044)', 'GFRA1 (2674)', 'BRF2 (55290)', 'CMKLR1 (1240)', 'HSFX3 (101928917)', 'RFK (55312)', 'RFXANK (8625)', 'INTU (27152)', 'CA5B (11238)', 'ZNF583 (147949)', 'CPEB3 (22849)', 'IL3RA (3563)', 'AL353579.1 (221468)', 'OR11L1 (391189)', 'L3MBTL3 (84456)', 'NIPSNAP3B (55335)', 'SLC16A5 (9121)', 'IRAK1 (3654)', 'GHSR (2693)', 'PAQR6 (79957)', 'MOCS1 (4337)', 'FECH (2235)', 'CFP (5199)', 'MPHOSPH6 (10200)', 'HDAC8 (55869)', 'PCDH10 (57575)', 'CDH26 (60437)', 'SLC2A6 (11182)', 'FFAR4 (338557)', 'MRAP2 (112609)', 'KLF9 (687)', 'TRMT2B (79979)', 'LENG9 (94059)', 'LRRC49 (54839)', 'ALDH8A1 (64577)', 'ARID2 (196528)', 'POLR3D (661)', 'CMTM1 (113540)', 'NANOG (79923)', 'KRTAP5-8 (57830)', 'C1orf109 (54955)', 'AVPR1B (553)', 'NME5 (8382)', 'ELAVL1 (1994)', 'CKMT2 (1160)', 'SLC36A4 (120103)', 'MRPS28 (28957)', 'AZI2 (64343)', 'TPST2 (8459)', 'SETD9 (133383)', 'GHRH (2691)', 'LRP5 (4041)', 'SAT1 (6303)', 'CLSTN2 (64084)', 'MESD (23184)', 'SLBP (7884)', 'PIWIL3 (440822)', 'MYCL (4610)', 'GDF2 (2658)', 'ZNF723 (646864)', 'SMO (6608)', 'TIMM50 (92609)', 'B4GALT4 (8702)', 'OMG (4974)', 'EIF2B3 (8891)', 'HSP90AB1 (3326)', 'TNFRSF8 (943)', 'ATG14 (22863)', 'RNASEH1 (246243)', 'FADS6 (283985)', 'RFX4 (5992)', 'DCAF15 (90379)', 'ANP32A (8125)', 'SNRNP70 (6625)', 'ZNF592 (9640)', 'NNAT (4826)', 'UPF3B (65109)', 'ITPRIP (85450)', 'MTRNR2L7 (100288485)', 'ADAMTS12 (81792)', 'ERVV-1 (147664)', 'PLD5 (200150)', 'KRTAP10-8 (386681)', 'KIF15 (56992)', 'GUCD1 (83606)', 'CRYGS (1427)', 'ACOD1 (730249)', 'REP15 (387849)', 'MRGBP (55257)', 'MTCH2 (23788)', 'NTNG2 (84628)', 'WASHC3 (51019)', 'TCIM (56892)', 'SLC35A2 (7355)', 'SLC25A22 (79751)', 'ARPC2 (10109)', 'RIDA (10247)', 'PCSK9 (255738)', 'ERICH5 (203111)', 'CGB5 (93659)', 'OR11H6 (122748)', 'RIOK1 (83732)', 'UBN1 (29855)', 'PRDM15 (63977)', 'CBWD6 (644019)', 'EML6 (400954)', 'RGS12 (6002)', 'LTK (4058)', 'ME3 (10873)', 'STK19 (8859)', 'OR52H1 (390067)', 'IMMP2L (83943)', 'OXR1 (55074)', 'TFDP3 (51270)', 'MROH2A (339766)', 'KHDC1 (80759)', 'TCN2 (6948)', 'PGRMC1 (10857)', 'DIPK1A (388650)', 'GTPBP2 (54676)', 'MEFV (4210)', 'ARHGEF9 (23229)', 'SNPH (9751)', 'TREX1 (11277)', 'MTFR1L (56181)', 'COX6B2 (125965)', 'GZMB (3002)', 'KAZALD1 (81621)', 'MORC4 (79710)', 'COPG1 (22820)', 'CRYL1 (51084)', 'IQCD (115811)', 'IZUMO1 (284359)', 'CST2 (1470)', 'PLEKHF2 (79666)', 'PGLYRP4 (57115)', 'KCNAB2 (8514)', 'PM20D2 (135293)', 'C3orf70 (285382)', 'VSIG1 (340547)', 'IRX1 (79192)', 'NLRP8 (126205)', 'OTOG (340990)', 'PDE5A (8654)', 'ZNF440 (126070)', 'PLIN1 (5346)', 'COX8C (341947)', 'PCMTD2 (55251)', 'SPATA45 (149643)', 'ZDHHC14 (79683)', 'SUV39H2 (79723)', 'ANKRD27 (84079)', 'CTDSPL (10217)', 'PGAP3 (93210)', 'AKIRIN1 (79647)', 'OR11H12 (440153)', 'ELMO2 (63916)', 'ZNF696 (79943)', 'TRPS1 (7227)', 'IGF1R (3480)', 'WIPI2 (26100)', 'ODAM (54959)', 'CR1 (1378)', 'USP26 (83844)', 'EZH2 (2146)', 'BACH1 (571)', 'RXFP1 (59350)', 'SMPDL3A (10924)', 'CNIH3 (149111)', 'TOR4A (54863)', 'WDR37 (22884)', 'YBX1 (4904)', 'SORBS1 (10580)', 'UFC1 (51506)', 'CRYBA2 (1412)', 'KRTAP9-4 (85280)', 'EPYC (1833)', 'RPS6KA2 (6196)', 'TARS1 (6897)', 'ARL13B (200894)', 'FTMT (94033)', 'SYNPR (132204)', 'PIN4 (5303)', 'TOP2A (7153)', 'BRD3 (8019)', 'CYP4Z1 (199974)', 'SESTD1 (91404)', 'USP17L21 (100287478)', 'MMP13 (4322)', 'CYLD (1540)', 'GPAT4 (137964)', 'ENTPD4 (9583)', 'NCDN (23154)', 'PYGL (5836)', 'GOSR2 (9570)', 'RNF175 (285533)', 'BYSL (705)', 'PHOSPHO1 (162466)', 'AC131160.1 (55486)', 'DSE (29940)', 'ADAMTS15 (170689)', 'SF3A1 (10291)', 'AFF2 (2334)', 'MN1 (4330)', 'NT5C1B (93034)', 'PRTFDC1 (56952)', 'RAB21 (23011)', 'KPTN (11133)', 'HADHA (3030)', 'TREM2 (54209)', 'PPP1R17 (10842)', 'FEM1C (56929)', 'MTX1 (4580)', 'MRPL57 (78988)', 'PPIC (5480)', 'LRFN4 (78999)', 'ACOT12 (134526)', 'HHIPL1 (84439)', 'SLCO6A1 (133482)', 'DEPDC4 (120863)', 'MTRNR2L12 (100462981)', 'TMEM68 (137695)', 'BPGM (669)', 'TRPC5 (7224)', 'ATP6V1G2 (534)', 'LCE2B (26239)', 'IL24 (11009)', 'PLEKHA1 (59338)', 'ABCC12 (94160)', 'KLHL26 (55295)', 'CSN3 (1448)', 'GEMIN4 (50628)', 'FAM167B (84734)', 'SLC25A53 (401612)', 'GOT1 (2805)', 'RS1 (6247)', 'OLFM4 (10562)', 'CEACAM5 (1048)', 'RAB11B (9230)', 'PAX3 (5077)', 'KRTAP24-1 (643803)', 'FAM166B (730112)', 'SPA17 (53340)', 'C17orf50 (146853)', 'FZD5 (7855)', 'CACNB4 (785)', 'RAPH1 (65059)', 'PAGE2 (203569)', 'VTA1 (51534)', 'CHRNA10 (57053)', 'ASPRV1 (151516)', 'PLVAP (83483)', 'GUCY2C (2984)', 'LIPG (9388)', 'DENND2C (163259)', 'FMC1 (154791)', 'DGKQ (1609)', 'ADAMTS13 (11093)', 'UBE2Q1 (55585)', 'CCNK (8812)', 'SLC22A1 (6580)', 'SMIM10 (644538)', 'TCTN3 (26123)', 'ERCC3 (2071)', 'PPIB (5479)', 'PLAC8L1 (153770)', 'GPR87 (53836)', 'BRAP (8315)', 'TMEM97 (27346)', 'CDC20B (166979)', 'MS4A18 (728588)', 'SULT1A3 (6818)', 'GRHL2 (79977)', 'HOPX (84525)', 'ELL (8178)', 'FAM107A (11170)', 'EPHB6 (2051)', 'EIF5A (1984)', 'INPP5A (3632)', 'INO80E (283899)', 'LY6L (101928108)', 'RAMP3 (10268)', 'ENTPD7 (57089)', 'KRTAP5-11 (440051)', 'PDCL3 (79031)', 'ALPP (250)', 'MYBPHL (343263)', 'MRPL48 (51642)', 'KYNU (8942)', 'USP17L8 (392188)', 'SPHK2 (56848)', 'WIPI1 (55062)', 'MYB (4602)', 'UCK2 (7371)', 'ABLIM1 (3983)', 'GCK (2645)', 'NDUFA9 (4704)', 'FAM189A1 (23359)', 'HMCN2 (256158)', 'TIGD4 (201798)', 'ZNF320 (162967)', 'TMF1 (7110)', 'MOB4 (25843)', 'ZNF233 (353355)', 'LAIR2 (3904)', 'EIF5AL1 (143244)', 'CDH23 (64072)', 'RAB5B (5869)', 'FBXW12 (285231)', 'LYRM7 (90624)', 'NPEPL1 (79716)', 'NOC2L (26155)', 'TSKS (60385)', 'TAB3 (257397)', 'KCNG3 (170850)', 'ACAD9 (28976)', 'MID1IP1 (58526)', 'GOLGA8K (653125)', 'FCGBP (8857)', 'TEX53 (105376230)', 'BAZ2A (11176)', 'TIGD6 (81789)', 'CYP21A2 (1589)', 'PIGV (55650)', 'ADAMTS8 (11095)', 'PTRHD1 (391356)', 'HERPUD1 (9709)', 'RPS16 (6217)', 'TEX35 (84066)', 'NR2F2 (7026)', 'GMPPA (29926)', 'THEMIS (387357)', 'CLCN5 (1184)', 'OR2T34 (127068)', 'SSMEM1 (136263)', 'ZNF654 (55279)', 'PROCR (10544)', 'ZNF230 (7773)', 'NPIPB3 (23117)', 'KCTD12 (115207)', 'DNAH1 (25981)', 'PRSS56 (646960)', 'USP43 (124739)', 'GOLGA4 (2803)', 'KIFAP3 (22920)', 'OSCAR (126014)', 'SERPINB3 (6317)', 'FAM89B (23625)', 'ABI1 (10006)', 'STX2 (2054)', 'GPD2 (2820)', 'TMPRSS11A (339967)', 'HAT1 (8520)', 'GPRASP1 (9737)', 'GML (2765)', 'CORO1C (23603)', 'KRT27 (342574)', 'CXCL12 (6387)', 'CYP26A1 (1592)', 'NIPA2 (81614)', 'BRD1 (23774)', 'C19orf18 (147685)', 'TMEM184A (202915)', 'AGBL4 (84871)', 'TMEM63A (9725)', 'RPL41 (6171)', 'CCDC43 (124808)', 'ASIP (434)', 'ANKK1 (255239)', 'ZBTB33 (10009)', 'LENEP (55891)', 'LCP2 (3937)', 'H2BC12 (85236)', 'LYRM9 (201229)', 'SCAP (22937)', 'TJP1 (7082)', 'VPS29 (51699)', 'PINK1 (65018)', 'RPL27 (6155)', 'EIF3CL (728689)', 'PAPOLB (56903)', 'TMEM30B (161291)', 'DDX19A (55308)', 'KRTAP5-4 (387267)', 'CAPN12 (147968)', 'ZIC1 (7545)', 'BBS10 (79738)', 'ADAM10 (102)', 'DPH3 (285381)', 'MAN1C1 (57134)', 'WDR48 (57599)', 'RAB26 (25837)', 'CHTF8 (54921)', 'BMP10 (27302)', 'ANKRD30B (374860)', 'PDE2A (5138)', 'HLF (3131)', 'PRAMEF11 (440560)', 'RBM27 (54439)', 'PHF2 (5253)', 'LSM10 (84967)', 'MAPRE3 (22924)', 'CRISPLD2 (83716)', 'ATP13A4 (84239)', 'XPC (7508)', 'ADIPOR2 (79602)', 'NWD1 (284434)', 'CD44 (960)', 'LMO7 (4008)', 'CLCF1 (23529)', 'ACBD5 (91452)', 'DCSTAMP (81501)', 'MRPL33 (9553)', 'LCN10 (414332)', 'NKX3-2 (579)', 'CPA5 (93979)', 'C1orf141 (400757)', 'TMEM145 (284339)', 'ING5 (84289)', 'ICOSLG (23308)', 'GRK2 (156)', 'KCNA7 (3743)', 'SCARA5 (286133)', 'CT47B1 (643311)', 'LBP (3929)', 'NLGN1 (22871)', 'PTPN3 (5774)', 'SRSF10 (10772)', 'PABPC5 (140886)', 'MRPS35 (60488)', 'IFI44L (10964)', 'MALT1 (10892)', 'C3orf80 (401097)', 'MTRNR2L3 (100462983)', 'ZNF281 (23528)', 'IL1RAPL2 (26280)', 'SPC25 (57405)', 'HNRNPH3 (3189)', 'ACBD4 (79777)', 'SREBF2 (6721)', 'GPX1 (2876)', 'GMCL2 (64396)', 'TAS2R38 (5726)', 'LRRC38 (126755)', 'MFSD4A (148808)', 'TMED9 (54732)', 'DAOA (267012)', 'DAXX (1616)', 'LGALS16 (148003)', 'RPS6KC1 (26750)', 'GPR42 (2866)', 'ESAM (90952)', 'NPY4R2 (100996758)', 'B4GALT6 (9331)', 'C2orf81 (388963)', 'KCNIP4 (80333)', 'SEC11A (23478)', 'IMMT (10989)', 'HTN3 (3347)', 'ETV7 (51513)', 'C4orf50 (389197)', 'SMYD2 (56950)', 'MPL (4352)', 'TMEM184B (25829)', 'CXCR1 (3577)', 'DIXDC1 (85458)', 'MAGEA2 (4101)', 'PHF21A (51317)', 'SUCLG2 (8801)', 'BCDIN3D (144233)', 'CRIP1 (1396)', 'DNAJC30 (84277)', 'OR52E2 (119678)', 'KBTBD7 (84078)', 'MED28 (80306)', 'GALNT4 (8693)', 'MGMT (4255)', 'CNOT7 (29883)', 'INSL6 (11172)', 'ZFYVE9 (9372)', 'SYNPO (11346)', 'RPS27A (6233)', 'FAM104B (90736)', 'PER2 (8864)', 'OTC (5009)', 'BHMT2 (23743)', 'KLK5 (25818)', 'FKBP9 (11328)', 'EMC10 (284361)', 'C11orf96 (387763)', 'ADPRM (56985)', 'NPIPA1 (9284)', 'OR10G2 (26534)', 'ZNF322 (79692)', 'APEX1 (328)', 'TSC22D3 (1831)', 'CERS3 (204219)', 'ATXN1L (342371)', 'RPIA (22934)', 'MRPS18B (28973)', 'WSCD2 (9671)', 'NUP155 (9631)', 'COG2 (22796)', 'LILRA5 (353514)', 'CENPX (201254)', 'ANKS1B (56899)', 'CCDC112 (153733)', 'METTL26 (84326)', 'LIPT1 (51601)', 'MPG (4350)', 'H2AC16 (8332)', 'KIAA1755 (85449)', 'ITPKA (3706)', 'A2ML1 (144568)', 'GJE1 (100126572)', 'TECR (9524)', 'LGSN (51557)', 'TERT (7015)', 'STX18 (53407)', 'DNAJC19 (131118)', 'TMEM87B (84910)', 'FEV (54738)', 'CCDC141 (285025)', 'BRCA2 (675)', 'TNPO2 (30000)', 'CXorf65 (158830)', 'TRADD (8717)', 'MOSMO (730094)', 'RAN (5901)', 'ASF1B (55723)', 'ZNF569 (148266)', 'C2orf80 (389073)', 'WDR64 (128025)', 'ALDH1A2 (8854)', 'EDARADD (128178)', 'AMH (268)', 'CDX4 (1046)', 'SIRPB2 (284759)', 'B4GALNT3 (283358)', 'FAM200A (221786)', 'WDR19 (57728)', 'C22orf39 (128977)', 'CNMD (11061)', 'CFC1 (55997)', 'COL4A1 (1282)', 'CACNG1 (786)', 'CFHR2 (3080)', 'NRCAM (4897)', 'MFSD9 (84804)', 'KCNH4 (23415)', 'ELK4 (2005)', 'DNAAF5 (54919)', 'KBTBD6 (89890)', 'ARPP21 (10777)', 'APOBEC3B (9582)', 'OLAH (55301)', 'ARID3A (1820)', 'NIPSNAP3A (25934)', 'UBE2L6 (9246)', 'ZNF587 (84914)', 'C9orf72 (203228)', 'OR5L2 (26338)', 'GJC2 (57165)', 'KRT1 (3848)', 'ILDR2 (387597)', 'XAGE1B (653067)', 'CD177 (57126)', 'ERBIN (55914)', 'CPN1 (1369)', 'PPIAL4D (645142)', 'ZNF146 (7705)', 'MPHOSPH10 (10199)', 'GALNT5 (11227)', 'GJD4 (219770)', 'FAM71C (196472)', 'SGSM3 (27352)', 'TBX1 (6899)', 'AGER (177)', 'CBLN2 (147381)', 'FBXO48 (554251)', 'SMPX (23676)', 'ZNF655 (79027)', 'SLC8A2 (6543)', 'C6orf120 (387263)', 'RAB23 (51715)', 'SIRPB1 (10326)', 'ARHGEF6 (9459)', 'C6orf15 (29113)', 'ARX (170302)', 'SPEM3 (107983988)', 'VTI1A (143187)', 'LTB4R2 (56413)', 'AC008770.4 (284391)', 'PHKB (5257)', 'KIF16B (55614)', 'NDST4 (64579)', 'MACROD1 (28992)', 'CALCB (797)', 'HEMK1 (51409)', 'C19orf25 (148223)', 'ZNF276 (92822)', 'FGF19 (9965)', 'ANKAR (150709)', 'PEX14 (5195)', 'PPIP5K1 (9677)', 'LANCL2 (55915)', 'DDB2 (1643)', 'TDO2 (6999)', 'CYBB (1536)', 'ZBTB20 (26137)', 'MEOX2 (4223)', 'SLC3A2 (6520)', 'NR0B2 (8431)', 'PRDM10 (56980)', 'FGF23 (8074)', 'SCRN2 (90507)', 'GPS1 (2873)', 'ZFP64 (55734)', 'PLA2G10 (8399)', 'GK5 (256356)', 'SNX18 (112574)', 'COL15A1 (1306)', 'PAPPA2 (60676)', 'ZNF821 (55565)', 'CD4 (920)', 'PDE4DIP (9659)', 'IARS2 (55699)', 'BPY2 (9083)', 'SPACA5B (729201)', 'CUTC (51076)', 'MFHAS1 (9258)', 'TRIM64 (120146)', 'RENBP (5973)', 'TSPY3 (728137)', 'ATP2A3 (489)', 'ETV2 (2116)', 'KCTD1 (284252)', 'PPM1H (57460)', 'TDRD3 (81550)', 'C10orf88 (80007)', 'ZBTB9 (221504)', 'INSL5 (10022)', 'PRXL2B (127281)', 'IL22RA2 (116379)', 'IGSF23 (147710)', 'CP (1356)', 'HROB (78995)', 'CACNA1E (777)', 'FAM240A (100132146)', 'MRPS12 (6183)', 'CCNO (10309)', 'KIAA1586 (57691)', 'DDRGK1 (65992)', 'NLRP12 (91662)', 'NRIP1 (8204)', 'TGFB1I1 (7041)', 'RNF167 (26001)', 'NOX5 (79400)', 'TMIGD3 (57413)', 'CASR (846)', 'TMEM178B (100507421)', 'KCND2 (3751)', 'CALHM5 (254228)', 'DAPK2 (23604)', 'PRSS57 (400668)', 'OR5P2 (120065)', 'RUBCNL (80183)', 'ZNF605 (100289635)', 'NYAP2 (57624)', 'BTG2 (7832)', 'OR6C2 (341416)', 'FOXJ2 (55810)', 'SSH1 (54434)', 'CXorf38 (159013)', 'C6orf141 (135398)', 'TMCC3 (57458)', 'GRAPL (400581)', 'ZNF747 (65988)', 'ECT2L (345930)', 'ERFE (151176)', 'NRM (11270)', 'TFAP2D (83741)', 'ANO9 (338440)', 'PXYLP1 (92370)', 'MAP4K3 (8491)', 'MAGEB16 (139604)', 'ZNF44 (51710)', 'MTG1 (92170)', 'IL2RG (3561)', 'GNL1 (2794)', 'ZMYM5 (9205)', 'FKBP11 (51303)', 'KIF4A (24137)', 'OR7G2 (390882)', 'CRYBB2 (1415)', 'KMT2B (9757)', 'HSPB9 (94086)', 'EID2 (163126)', 'HSD17B7 (51478)', 'FREM2 (341640)', 'RGL4 (266747)', 'CTRL (1506)', 'SPON1 (10418)', 'MARCHF10 (162333)', 'OR8S1 (341568)', 'HERC6 (55008)', 'HMG20A (10363)', 'PRMT5 (10419)', 'CALD1 (800)', 'ZNF670 (93474)', 'HCFC2 (29915)', 'PLXNA2 (5362)', 'CMPK2 (129607)', 'OTOP2 (92736)', 'DCAF11 (80344)', 'ZBED6 (100381270)', 'KCNJ15 (3772)', 'TCOF1 (6949)', 'OR52J3 (119679)', 'CCNT2 (905)', 'LMLN2 (100128908)', 'ADCY1 (107)', 'TACO1 (51204)', 'CD163 (9332)', 'FABP12 (646486)', 'IPPK (64768)', 'KDM3A (55818)', 'C2orf66 (401027)', 'VPS28 (51160)', 'PMVK (10654)', 'GDAP1L1 (78997)', 'HS3ST3B1 (9953)', 'SPDYE5 (442590)', 'AP2M1 (1173)', 'IL5 (3567)', 'DNASE2 (1777)', 'MARK1 (4139)', 'SEC14L2 (23541)', 'C5AR2 (27202)', 'ABCG1 (9619)', 'CDCP1 (64866)', 'PTPN9 (5780)', 'CCND1 (595)', 'COQ6 (51004)', 'CBX6 (23466)', 'ZFP36L2 (678)', 'DDIAS (220042)', 'TPRG1L (127262)', 'PTAFR (5724)', 'CCN2 (1490)', 'PFKFB2 (5208)', 'RPS6KA1 (6195)', 'CDC42EP2 (10435)', 'MEP1B (4225)', 'MPZL2 (10205)', 'PRKRIP1 (79706)', 'RNF157 (114804)', 'SNAI1 (6615)', 'PPIH (10465)', 'INVS (27130)', 'CCDC198 (55195)', 'ACTBL2 (345651)', 'MOB1B (92597)', 'MAP2K4 (6416)', 'C12orf54 (121273)', 'MRLN (100507027)', 'MEGF9 (1955)', 'DLX1 (1745)', 'TRH (7200)', 'OR6B1 (135946)', 'OR4K1 (79544)', 'ERV3-1 (2086)', 'AQP12B (653437)', 'SPDYE17 (102723849)', 'NAT9 (26151)', 'RHOF (54509)', 'VPS26C (10311)', 'TEX47 (219557)', 'EEF2K (29904)', 'SCARF1 (8578)', 'TSPAN13 (27075)', 'CD36 (948)', 'OR1C1 (26188)', 'APOBEC3C (27350)', 'RPL10 (6134)', 'SMDT1 (91689)', 'WDSUB1 (151525)', 'FRMD7 (90167)', 'ALG2 (85365)', 'PGM5 (5239)', 'REN (5972)', 'SMPD2 (6610)', 'ZNF676 (163223)', 'CDK13 (8621)', 'CLEC2A (387836)', 'PGAP1 (80055)', 'PLCB1 (23236)', 'C1orf50 (79078)', 'ABCB1 (5243)', 'SLC50A1 (55974)', 'PUS3 (83480)', 'MROH7 (374977)', 'MCF2 (4168)', 'REV3L (5980)', 'FBXO2 (26232)', 'WNT10B (7480)', 'RTCB (51493)', 'SRF (6722)', 'CNR1 (1268)', 'LSM14B (149986)', 'PRSS12 (8492)', 'RIOX2 (84864)', 'GPR171 (29909)', 'TOMM40 (10452)', 'NDUFA6 (4700)', 'SRL (6345)', 'TIGD2 (166815)', 'KRBOX4 (55634)', 'KRT18 (3875)', 'CSN1S1 (1446)', 'CCDC159 (126075)', 'TMEM17 (200728)', 'OR5K1 (26339)', 'RAB11FIP1 (80223)', 'USE1 (55850)', 'GTSF1L (149699)', 'PSPC1 (55269)', 'ECSIT (51295)', 'THAP1 (55145)', 'FAM189A2 (9413)', 'PNPLA8 (50640)', 'MPZL3 (196264)', 'RNMT (8731)', 'TIMM17A (10440)', 'RBM4 (5936)', 'EID3 (493861)', 'CASP7 (840)', 'NECAP1 (25977)', 'GAB2 (9846)', 'ARHGDIG (398)', 'DDX1 (1653)', 'DHX35 (60625)', 'ATP1A3 (478)', 'CC2D1B (200014)', 'NDUFAF1 (51103)', 'ZNF75A (7627)', 'ACADM (34)', 'DNAJC13 (23317)', 'PARP10 (84875)', 'CST9L (128821)', 'SLC25A14 (9016)', 'CAND1 (55832)', 'RHAG (6005)', 'PCDH7 (5099)', 'OPN1MW2 (728458)', 'KBTBD4 (55709)', 'BAALC (79870)', 'GPR25 (2848)', 'BEND2 (139105)', 'PLRG1 (5356)', 'MCM10 (55388)', 'CCL28 (56477)', 'B3GNT6 (192134)', 'SH2D4A (63898)', 'UBE2M (9040)', 'STXBP5 (134957)', 'ITGB3BP (23421)', 'CCDC178 (374864)', 'TMEM249 (340393)', 'KRTAP9-8 (83901)', 'SLC35G5 (83650)', 'GTF2IRD2B (389524)', 'MRPL19 (9801)', 'OR52K1 (390036)', 'OR14J1 (442191)', 'C4orf51 (646603)', 'L3MBTL1 (26013)', 'GRAMD1A (57655)', 'GMFB (2764)', 'MFSD11 (79157)', 'RNF125 (54941)', 'CRYBB3 (1417)', 'TP53RK (112858)', 'DEPTOR (64798)', 'MDM4 (4194)', 'TMEM243 (79161)', 'FP565260.3 (102723996)', 'RPL3L (6123)', 'USP41 (373856)', 'FBP2 (8789)', 'ZNF518B (85460)', 'GPIHBP1 (338328)', 'LHFPL2 (10184)', 'PNPO (55163)', 'H2AZ1 (3015)', 'MTIF3 (219402)', 'OR4D9 (390199)', 'PAGE4 (9506)', 'CSNK2A2 (1459)', 'NR1H4 (9971)', 'DPP4 (1803)', 'HCLS1 (3059)', 'ERI1 (90459)', 'HMGCR (3156)', 'F13B (2165)', 'POTEB3 (102724631)', 'PIK3C2G (5288)', 'PEAK3 (374872)', 'MBOAT2 (129642)', 'ANO10 (55129)', 'CD2BP2 (10421)', 'OR10P1 (121130)', 'RBMS1 (5937)', 'OR51A7 (119687)', 'SET (6418)', 'GOLIM4 (27333)', 'CFAP69 (79846)', 'CIAO3 (64428)', 'COL4A4 (1286)', 'CD1B (910)', 'MBD3L2B (729458)', 'DIO2 (1734)', 'PHGR1 (644844)', 'SMIM21 (284274)', 'PNMA8B (57469)', 'ATP6V1F (9296)', 'RPRD1A (55197)', 'FHL2 (2274)', 'NCK2 (8440)', 'CRYGN (155051)', 'TNKS2 (80351)', 'PRKAA2 (5563)', 'MT1A (4489)', 'FAM98B (283742)', 'ZNF536 (9745)', 'H2AC1 (221613)', 'DGAT2L6 (347516)', 'FA2H (79152)', 'BEST1 (7439)', 'REEP4 (80346)', 'SLC30A3 (7781)', 'UBE2E3 (10477)', 'CD164L2 (388611)', 'TMEM161A (54929)', 'CNNM1 (26507)', 'SUCNR1 (56670)', 'BHLHA9 (727857)', 'RORC (6097)', 'CAMTA1 (23261)', 'TATDN1 (83940)', 'PBX1 (5087)', 'OR6K3 (391114)', 'BMPR1A (657)', 'OR6V1 (346517)', 'CENPB (1059)', 'FBXO11 (80204)', 'BVES (11149)', 'TMEM210 (100505993)', 'MGAT1 (4245)', 'NDUFA12 (55967)', 'WNT5A (7474)', 'DIRAS3 (9077)', 'CAMLG (819)', 'SLC66A3 (130814)', 'LRP1 (4035)', 'THEM6 (51337)', 'DISP3 (57540)', 'WRAP73 (49856)', 'ANTXR1 (84168)', 'DNAJC21 (134218)', 'TMEM225 (338661)', 'YIF1A (10897)', 'ANGPTL1 (9068)', 'CPO (130749)', 'MED24 (9862)', 'DCTN3 (11258)', 'UGT1A9 (54600)', 'OXCT1 (5019)', 'RPL32 (6161)', 'ADH6 (130)', 'TRAM2 (9697)', 'RNASEL (6041)', 'ZNF132 (7691)', 'VPS13B (157680)', 'RTL8C (8933)', 'PRAC1 (84366)', 'SUSD3 (203328)', 'LAMP1 (3916)', 'WDR45 (11152)', 'LY6G6C (80740)', 'MCM4 (4173)', 'SULT4A1 (25830)', 'OR10H4 (126541)', 'GPR50 (9248)', 'LAMA5 (3911)', 'CCDC85C (317762)', 'GPATCH2L (55668)', 'DNASE1L3 (1776)', 'FCHSD1 (89848)', 'XKR7 (343702)', 'LHPP (64077)', 'CT47A1 (728096)', 'DPRX (503834)', 'DCTN2 (10540)', 'SERGEF (26297)', 'ANKHD1 (54882)', 'CCNB1 (891)', 'ERCC6 (2074)', 'NEIL3 (55247)', 'SMIM19 (114926)', 'GAK (2580)', 'BTN3A2 (11118)', 'RARRES2 (5919)', 'MRPS2 (51116)', 'NOM1 (64434)', 'ARFGAP2 (84364)', 'RAD21L1 (642636)', 'TNFSF15 (9966)', 'CCL20 (6364)', 'NDUFAF5 (79133)', 'TBRG1 (84897)', 'DCDC2 (51473)', 'CYP27B1 (1594)', 'SYN2 (6854)', 'ZNF619 (285267)', 'UGT2B10 (7365)', 'ACTR10 (55860)', 'GPHB5 (122876)', 'SIM2 (6493)', 'HARBI1 (283254)', 'PRPH2 (5961)', 'MTM1 (4534)', 'PRY (9081)', 'AEBP1 (165)', 'DENND1B (163486)', 'RHOBTB3 (22836)', 'ZNF708 (7562)', 'TEF (7008)', 'MCRIP2 (84331)', 'RGP1 (9827)', 'RAB40A (142684)', 'CPT1B (1375)', 'FLT1 (2321)', 'SPATA5 (166378)', 'GNPTAB (79158)', 'NCBP2 (22916)', 'NOLC1 (9221)', 'CA7 (766)', 'GPR27 (2850)', 'PODN (127435)', 'CD83 (9308)', 'ZNF174 (7727)', 'TACC1 (6867)', 'HAGH (3029)', 'AKR7A2 (8574)', 'SART1 (9092)', 'TENT4B (64282)', 'ADGRE1 (2015)', 'OR52N5 (390075)', 'ABCC5 (10057)', 'FXYD3 (5349)', 'DCAF17 (80067)', 'GMDS (2762)', 'H2AC8 (3012)', 'BOD1 (91272)', 'NCBP3 (55421)', 'GOLGA6C (653641)', 'DYRK1B (9149)', 'CHRNE (1145)', 'ARF3 (377)', 'SEC31A (22872)', 'NLRP14 (338323)', 'KRTAP17-1 (83902)', 'ADHFE1 (137872)', 'TRAF7 (84231)', 'NTRK1 (4914)', 'DNM2 (1785)', 'ZNF134 (7693)', 'ERICH3 (127254)', 'IFT88 (8100)', 'TMEM54 (113452)', 'SPATA22 (84690)', 'PPP1R9B (84687)', 'KLHL22 (84861)', 'ST8SIA2 (8128)', 'ZACN (353174)', 'CARD17 (440068)', 'LSM8 (51691)', 'SPRR2G (6706)', 'C1QTNF7 (114905)', 'CSK (1445)', 'VPS16 (64601)', 'PDS5B (23047)', 'HGSNAT (138050)', 'NHLRC3 (387921)', 'PAX4 (5078)', 'CNOT6L (246175)', 'TMEM253 (643382)', 'CAT (847)', 'INTS6L (203522)', 'GRB14 (2888)', 'ZNF777 (27153)', 'TRIM48 (79097)', 'MAMLD1 (10046)', 'SETD6 (79918)', 'TRIM49 (57093)', 'MT4 (84560)', 'TPMT (7172)', 'CYHR1 (50626)', 'WDR61 (80349)', 'CARD8 (22900)', 'FAM155B (27112)', 'ABCB5 (340273)', 'TMEM223 (79064)', 'N6AMT1 (29104)', 'SUPT20HL2 (170067)', 'GLIPR2 (152007)', 'NETO2 (81831)', 'ZNF649 (65251)', 'OR2A42 (402317)', 'PITPNA (5306)', 'UBE4A (9354)', 'VEZT (55591)', 'SMC3 (9126)', 'RPN1 (6184)', 'OR10AD1 (121275)', 'NUP98 (4928)', 'IRS4 (8471)', 'NUP62CL (54830)', 'HABP2 (3026)', 'EHBP1L1 (254102)', 'SLC40A1 (30061)', 'EMID1 (129080)', 'ATG3 (64422)', 'DDX20 (11218)', 'OR52W1 (120787)', 'CFAP45 (25790)', 'HECW1 (23072)', 'OSBPL6 (114880)', 'CKAP2L (150468)', 'ZNF500 (26048)', 'CCDC138 (165055)', 'NBPF26 (101060684)', 'SDHC (6391)', 'ZNF766 (90321)', 'SLC22A6 (9356)', 'ZNF283 (284349)', 'DPEP2 (64174)', 'RPE65 (6121)', 'TMEM79 (84283)', 'AL445238.1 (647264)', 'SPANXA1 (30014)', 'NUTM2B (729262)', 'INPPL1 (3636)', 'CLDND2 (125875)', 'GCDH (2639)', 'HP (3240)', 'UBXN11 (91544)', 'CAB39L (81617)', 'MAN2A2 (4122)', 'LRP12 (29967)', 'ZRSR2 (8233)', 'HSPB1 (3315)', 'PLEKHA2 (59339)', 'CNTD1 (124817)', 'GIT2 (9815)', 'B4GALNT4 (338707)', 'XYLT2 (64132)', 'INTS6 (26512)', 'H2AC15 (8330)', 'SDF2 (6388)', 'SLCO2A1 (6578)', 'CD53 (963)', 'DBX2 (440097)', 'CDC42BPA (8476)', 'MRPL45 (84311)', 'GINS3 (64785)', 'METTL24 (728464)', 'OGFR (11054)', 'OR5A2 (219981)', 'SYNPO2 (171024)', 'PPM1G (5496)', 'GSTM3 (2947)', 'RBP3 (5949)', 'ARID5B (84159)', 'ZSCAN22 (342945)', 'NPIPA5 (100288332)', 'LTN1 (26046)', 'ASB10 (136371)', 'PSMC3IP (29893)', 'ALDH1A3 (220)', 'OR8B8 (26493)', 'SLC6A12 (6539)', 'PDCL2 (132954)', 'PPA1 (5464)', 'LAMB3 (3914)', 'TMEM213 (155006)', 'RBMY1D (378949)', 'CEP120 (153241)', 'TRIM49B (283116)', 'RAP1A (5906)', 'LNPK (80856)', 'UBE2D2 (7322)', 'NUDCD3 (23386)', 'BEX3 (27018)', 'ATP7B (540)', 'CDSN (1041)', 'FBXL2 (25827)', 'VWA5B2 (90113)', 'NETO1 (81832)', 'ERVMER34-1 (100288413)', 'ELMO3 (79767)', 'EXOC8 (149371)', 'PYGO1 (26108)', 'UBQLN3 (50613)', 'OSCP1 (127700)', 'PLEKHO1 (51177)', 'CPNE3 (8895)', 'ZFHX2 (85446)', 'DRAP1 (10589)', 'TMIGD2 (126259)', 'TENM4 (26011)', 'SHISA9 (729993)', 'PPP1CC (5501)', 'ZNF530 (348327)', 'ZNF529 (57711)', 'TMEM59L (25789)', 'RRAS2 (22800)', 'SLCO1A2 (6579)', 'METTL4 (64863)', 'C2CD4B (388125)', 'B3GALT2 (8707)', 'PRAMEF25 (441873)', 'CPXM2 (119587)', 'CLDN16 (10686)', 'DDX21 (9188)', 'RBCK1 (10616)', 'MED7 (9443)', 'GXYLT2 (727936)', 'DDT (1652)', 'HCAR3 (8843)', 'SYCE3 (644186)', 'DUS2 (54920)', 'HMX3 (340784)', 'ACE2 (59272)', 'ABCB10 (23456)', 'CARD6 (84674)', 'GNA12 (2768)', 'YJEFN3 (374887)', 'ACOT13 (55856)', 'IKBIP (121457)', 'GSTA5 (221357)', 'FIS1 (51024)', 'CYC1 (1537)', 'SRRD (402055)', 'AAMP (14)', 'NCMAP (400746)', 'CBLN3 (643866)', 'GRPEL2 (134266)', 'FAM209B (388799)', 'THSD1 (55901)', 'PERM1 (84808)', 'MASTL (84930)', 'MDK (4192)', 'ANKRD7 (56311)', 'C6orf132 (647024)', 'UBE2G2 (7327)', 'TECPR2 (9895)', 'TLDC2 (140711)', 'ATP6AP1L (92270)', 'TFDP1 (7027)', 'SCN7A (6332)', 'POLL (27343)', 'PUSL1 (126789)', 'CD99 (4267)', 'ADAM11 (4185)', 'XXYLT1 (152002)', 'ZNF248 (57209)', 'CCDC103 (388389)', 'RAD52 (5893)', 'ARTN (9048)', 'LALBA (3906)', 'TAX1BP3 (30851)', 'PRLR (5618)', 'MPP6 (51678)', 'CLEC4C (170482)', 'CDH20 (28316)', 'TRIP11 (9321)', 'CLDN20 (49861)', 'AMZ1 (155185)', 'C1orf226 (400793)', 'IL22 (50616)', 'ZNF705B (100132396)', 'E2F5 (1875)', 'ZCRB1 (85437)', 'VAX1 (11023)', 'FAM114A2 (10827)', 'MRPS22 (56945)', 'DNAJB13 (374407)', 'SH3YL1 (26751)', 'FUBP3 (8939)', 'SCFD1 (23256)', 'EPOR (2057)', 'CYP39A1 (51302)', 'HSPB11 (51668)', 'PRR23D1 (100131608)', 'SENP3 (26168)', 'CXCL8 (3576)', 'RBM10 (8241)', 'CYP20A1 (57404)', 'FAM71A (149647)', 'RUSC2 (9853)', 'KIAA0319 (9856)', 'MTREX (23517)', 'GATB (5188)', 'NADK2 (133686)', 'PRAP1 (118471)', 'LAMB1 (3912)', 'TFF3 (7033)', 'PRG2 (5553)', 'NAAA (27163)', 'GSTCD (79807)', 'ANKRD13A (88455)', 'AFF1 (4299)', 'PPP1R3B (79660)', 'DLX2 (1746)', 'SPATA12 (353324)', 'FAM47B (170062)', 'ZNF222 (7673)', 'UHRF1BP1L (23074)', 'KIF5C (3800)', 'RHOV (171177)', 'EDN3 (1908)', 'VEGFD (2277)', 'C1QTNF9B (387911)', 'SYNM (23336)', 'CDC42SE2 (56990)', 'FAM241A (132720)', 'DEFB108B (245911)', 'HES5 (388585)', 'RAD51B (5890)', 'RACGAP1 (29127)', 'THAP8 (199745)', 'TRAPPC8 (22878)', 'EXO5 (64789)', 'CEP83 (51134)', 'C3orf33 (285315)', 'SLC12A3 (6559)', 'MRPL58 (3396)', 'ACAP1 (9744)', 'CDK10 (8558)', 'ZNF383 (163087)', 'SELP (6403)', 'PNLIP (5406)', 'R3HDM1 (23518)', 'TMEM131L (23240)', 'DCP2 (167227)', 'VAMP4 (8674)', 'HHLA1 (10086)', 'HSF2BP (11077)', 'TRIM46 (80128)', 'LRRC45 (201255)', 'HCFC1 (3054)', 'SLC46A2 (57864)', 'ERBB2 (2064)', 'CFAP251 (144406)', 'MAF (4094)', 'ASTE1 (28990)', 'IL2RB (3560)', 'CRHBP (1393)', 'CUL9 (23113)', 'TLCD4-RWDD3 (100527978)', 'CDHR3 (222256)', 'DUXA (503835)', 'ATP6V1FNB (100130705)', 'DNAJB2 (3300)', 'LRRCC1 (85444)', 'WNT9A (7483)', 'EHMT1 (79813)', 'GPM6B (2824)', 'ESYT3 (83850)', 'AIM2 (9447)', 'CPEB1 (64506)', 'SLC2A2 (6514)', 'CCDC163 (126661)', 'EFNA3 (1944)', 'CCKBR (887)', 'WRN (7486)', 'KLK7 (5650)', 'BLOC1S1 (2647)', 'TMPRSS11E (28983)', 'DLK2 (65989)', 'AIFM3 (150209)', 'DOP1B (9980)', 'ZNF317 (57693)', 'PSTK (118672)', 'TTC13 (79573)', 'AMPH (273)', 'MRPS14 (63931)', 'PPP1R13B (23368)', 'COL4A5 (1287)', 'RAD51AP1 (10635)', 'SEPTIN12 (124404)', 'C11orf53 (341032)', 'TWF1 (5756)', 'RAB3IL1 (5866)', 'H3C12 (8356)', 'CDY2B (203611)', 'C2orf69 (205327)', 'SRPK3 (26576)', 'PRKCB (5579)', 'COL24A1 (255631)', 'FAT1 (2195)', 'UBE2E2 (7325)', 'BBOX1 (8424)', 'H2AZ2 (94239)', 'ADGRF1 (266977)', 'NELL1 (4745)', 'AMZ2 (51321)', 'HMGN2 (3151)', 'NDE1 (54820)', 'HYAL4 (23553)', 'RPTN (126638)', 'WIZ (58525)', 'CRYAA (1409)', 'NECAB2 (54550)', 'TRPT1 (83707)', 'CYP4F11 (57834)', 'MXD4 (10608)', 'MAT2B (27430)', 'MMP27 (64066)', 'ZDHHC6 (64429)', 'SLC9A7 (84679)', 'MATK (4145)', 'RSRC1 (51319)', 'TRANK1 (9881)', 'B4GALT3 (8703)', 'LRRC8B (23507)', 'CPLX3 (594855)', 'CDC25B (994)', 'TMEM229A (730130)', 'RABEPK (10244)', 'SUPT7L (9913)', 'ATP5MF (9551)', 'MMP28 (79148)', 'PSMC6 (5706)', 'ANKRD63 (100131244)', 'NBPF10 (100132406)', 'ATP2C1 (27032)', 'ZBTB48 (3104)', 'XKR5 (389610)', 'NPC1L1 (29881)', 'PCCA (5095)', 'HAUS3 (79441)', 'SPOPL (339745)', 'EVI5 (7813)', 'TM2D3 (80213)', 'OR5T2 (219464)', 'VPS4A (27183)', 'S100A9 (6280)', 'ZNF454 (285676)', 'KREMEN1 (83999)', 'PAPSS1 (9061)', 'IPP (3652)', 'VAMP5 (10791)', 'SPCS2 (9789)', 'DNAJB11 (51726)', 'VPS25 (84313)', 'ATP6V0A2 (23545)', 'PRDX6 (9588)', 'SDE2 (163859)', 'MAPK10 (5602)', 'KPNA1 (3836)', 'GMPR (2766)', 'LRWD1 (222229)', 'SPANXA2 (728712)', 'NEDD4L (23327)', 'CLUL1 (27098)', 'CELF5 (60680)', 'MCCC1 (56922)', 'CDK2 (1017)', 'ZNF519 (162655)', 'NAP1L4 (4676)', 'IMPDH1 (3614)', 'RASA4B (100271927)', 'PRSS35 (167681)', 'RNF169 (254225)', 'PAGE1 (8712)', 'HSFY2 (159119)', 'TMEM125 (128218)', 'LAPTM4B (55353)', 'SMIM10L2B (644596)', 'PTGDR2 (11251)', 'ATMIN (23300)', 'MAPK9 (5601)', 'PNCK (139728)', 'COMP (1311)', 'MUC15 (143662)', 'TPP1 (1200)', 'TFF2 (7032)', 'CD101 (9398)', 'KATNA1 (11104)', 'TBX20 (57057)', 'GABPA (2551)', 'FAM166C (339778)', 'GPR12 (2835)', 'METTL2B (55798)', 'PLAAT5 (117245)', 'APOO (79135)', 'TMIE (259236)', 'TBX2 (6909)', 'CCDC70 (83446)', 'ZNF98 (148198)', 'PHF3 (23469)', 'TATDN2 (9797)', 'IFT43 (112752)', 'ADSS2 (159)', 'SEC61A2 (55176)', 'TRMT6 (51605)', 'KRTAP4-12 (83755)', 'DSEL (92126)', 'DYNC2I2 (89891)', 'UNC80 (285175)', 'PCNX3 (399909)', 'STON2 (85439)', 'OR5M10 (390167)', 'ACOX3 (8310)', 'UQCRFS1 (7386)', 'GPR68 (8111)', 'SUPV3L1 (6832)', 'HAUS1 (115106)', 'FAM243A (101928147)', 'DVL1 (1855)', 'MOGAT1 (116255)', 'APOA2 (336)', 'ABCD2 (225)', 'FABP4 (2167)', 'FNDC11 (79025)', 'MILR1 (284021)', 'ZG16 (653808)', 'TRIM67 (440730)', 'S100A7 (6278)', 'SLC35G2 (80723)', 'SYNJ2 (8871)', 'NOX1 (27035)', 'TECTA (7007)', 'MXI1 (4601)', 'AOAH (313)', 'USP25 (29761)', 'CARTPT (9607)', 'ZNHIT3 (9326)', 'SLC35F2 (54733)', 'PRPF3 (9129)', 'APAF1 (317)', 'FBXW5 (54461)', 'GRID2IP (392862)', 'NUSAP1 (51203)', 'PGM1 (5236)', 'TNRC6A (27327)', 'SPINK14 (408187)', 'NPR3 (4883)', 'EPM2A (7957)', 'LRP3 (4037)', 'GLDC (2731)', 'NAPA (8775)', 'RASSF6 (166824)', 'CALM1 (801)', 'TAC4 (255061)', 'ERCC1 (2067)', 'WRNIP1 (56897)', 'ZFYVE28 (57732)', 'P4HA3 (283208)', 'STING1 (340061)', 'TRIM49D1 (399939)', 'SMN2 (6607)', 'KCTD13 (253980)', 'PDE6B (5158)', 'B4GALT5 (9334)', 'TCF3 (6929)', 'ELAPOR1 (57535)', 'PNMA3 (29944)', 'PROKR2 (128674)', 'P2RY6 (5031)', 'ASAH2B (653308)', 'CCDC186 (55088)', 'KCNMA1 (3778)', 'TMEM119 (338773)', 'ZFP69B (65243)', 'GPATCH11 (253635)', 'HIPK4 (147746)', 'TSC22D2 (9819)', 'FAM229B (619208)', 'SLC4A5 (57835)', 'CEACAM19 (56971)', 'UBIAD1 (29914)', 'PNISR (25957)', 'NUGGC (389643)', 'ZNF678 (339500)', 'ECRG4 (84417)', 'OR13J1 (392309)', 'CIAO2A (84191)', 'ARHGAP5 (394)', 'MTFMT (123263)', 'MALSU1 (115416)', 'EDA (1896)', 'VGLL3 (389136)', 'SAMD9L (219285)', 'ABCA1 (19)', 'SPACA3 (124912)', 'SPATA31A1 (647060)', 'KCNAB3 (9196)', 'HDAC9 (9734)', 'ADAD2 (161931)', 'BUB1B (701)', 'UHRF1 (29128)', 'DPY30 (84661)', 'IL36G (56300)', 'DYNAP (284254)', 'INTS12 (57117)', 'PLEKHA3 (65977)', 'BOLA1 (51027)', 'PRIM1 (5557)', 'ARFGAP1 (55738)', 'KCNQ2 (3785)', 'HOXD4 (3233)', 'ZNF860 (344787)', 'GPER1 (2852)', 'ARHGEF33 (100271715)', 'UBAC1 (10422)', 'CDKL1 (8814)', 'RDH10 (157506)', 'APLP2 (334)', 'RYR1 (6261)', 'STON1 (11037)', 'SRP9 (6726)', 'KLLN (100144748)', 'ATP7A (538)', 'FAM136A (84908)', 'COP1 (64326)', 'AHDC1 (27245)', 'ANKRD6 (22881)', 'PELP1 (27043)', 'FNTB (2342)', 'MAX (4149)', 'HNRNPLL (92906)', 'BPNT1 (10380)', 'VPS72 (6944)', 'ERAS (3266)', 'SLC9A2 (6549)', 'C1orf94 (84970)', 'INSC (387755)', 'GP6 (51206)', 'KRT39 (390792)', 'DNAJC3 (5611)', 'OR52A5 (390054)', 'KLHL41 (10324)', 'FBXO6 (26270)', 'KCTD14 (65987)', 'TBX4 (9496)', 'KLF13 (51621)', 'DNAI4 (79819)', 'LRRC2 (79442)', 'FAM3C (10447)', 'C17orf100 (388327)', 'CES3 (23491)', 'C3orf85 (401081)', 'HMGN3 (9324)', 'C1orf115 (79762)', 'PRRC1 (133619)', 'MEN1 (4221)', 'CRYM (1428)', 'SERPINB2 (5055)', 'RNF2 (6045)', 'OR7G3 (390883)', 'NHLH1 (4807)', 'TMEM82 (388595)', 'PARP12 (64761)', 'SNRNP27 (11017)', 'SDHAF1 (644096)', 'OR2AJ1 (127608)', 'TBX10 (347853)', 'GYG2 (8908)', 'KISS1 (3814)', 'PPARGC1B (133522)', 'TMEM51 (55092)', 'ARRDC1 (92714)', 'TMEM63B (55362)', 'CACNG3 (10368)', 'RD3L (647286)', 'STC2 (8614)', 'RAPGEF5 (9771)', 'RORA (6095)', 'TCF20 (6942)', 'KIF20A (10112)', 'LYG1 (129530)', 'SLC4A9 (83697)', 'SYTL3 (94120)', 'SRRM3 (222183)', 'RFLNB (359845)', 'HOOK3 (84376)', 'OPA1 (4976)', 'KNL1 (57082)', 'PUS7L (83448)', 'OPRD1 (4985)', 'CHST3 (9469)', 'FADS2 (9415)', 'AIG1 (51390)', 'EVA1B (55194)', 'TPRN (286262)', 'PIH1D2 (120379)', 'SULT1C3 (442038)', 'ATP6V1E1 (529)', 'RIOK2 (55781)', 'HMHB1 (57824)', 'YBEY (54059)', 'GP2 (2813)', 'NOXA1 (10811)', 'DDX43 (55510)', 'KLRC2 (3822)', 'KRTAP20-4 (100151643)', 'EIF3L (51386)', 'TRAK2 (66008)', 'ZADH2 (284273)', 'VAMP2 (6844)', 'C9orf16 (79095)', 'RASGRP4 (115727)', 'DTD1 (92675)', 'STAG1 (10274)', 'STAT4 (6775)', 'EMX2 (2018)', 'ASB17 (127247)', 'APOC2 (344)', 'AEN (64782)', 'ZFPM1 (161882)', 'NT5C (30833)', 'SLC7A11 (23657)', 'TMEM266 (123591)', 'EYA2 (2139)', 'DENND10 (404636)', 'ZNF575 (284346)', 'MCUB (55013)', 'ILKAP (80895)', 'COG7 (91949)', 'ANKRD10 (55608)', 'CDKN2AIP (55602)', 'UEVLD (55293)', 'SPNS2 (124976)', 'SDR42E2 (100288072)', 'KDM8 (79831)', 'ABCF1 (23)', 'GSK3A (2931)', 'FCRL4 (83417)', 'ZNF256 (10172)', 'NKPD1 (284353)', 'FST (10468)', 'EIF3J (8669)', 'CNTRL (11064)', 'CMYA5 (202333)', 'CBFA2T2 (9139)', 'SMARCB1 (6598)', 'PDZD2 (23037)', 'EFHD1 (80303)', 'REEP2 (51308)', 'TRIM45 (80263)', 'ZDHHC20 (253832)', 'CYP3A7-CYP3A51P (100861540)', 'NACA (4666)', 'BLID (414899)', 'IL1RN (3557)', 'LYAR (55646)', 'MMEL1 (79258)', 'FGF14 (2259)', 'ADAM20 (8748)', 'HSD17B14 (51171)', 'HENMT1 (113802)', 'HPD (3242)', 'UPK2 (7379)', 'TUBB (203068)', 'CYP24A1 (1591)', 'PGRMC2 (10424)', 'KCTD6 (200845)', 'OR9K2 (441639)', 'SLC27A6 (28965)', 'UQCC1 (55245)', 'ATP1B2 (482)', 'ZHX1-C8orf76 (100533106)', 'PPP4R4 (57718)', 'ZNF311 (282890)', 'NDUFAB1 (4706)', 'SPG21 (51324)', 'HORMAD2 (150280)', 'PNRC2 (55629)', 'RPL39 (6170)', 'NAXE (128240)', 'NDC1 (55706)', 'MYO3A (53904)', 'INPP4B (8821)', 'SERPINE2 (5270)', 'MRPS16 (51021)', 'NCALD (83988)', 'ELF5 (2001)', 'HOXB9 (3219)', 'CCDC22 (28952)', 'MT-ND2 (4536)', 'ZNF726 (730087)', 'RPL36 (25873)', 'SHQ1 (55164)', 'GFRA3 (2676)', 'RELN (5649)', 'FBXO38 (81545)', 'GNG10 (2790)', 'TMEM275 (105378696)', 'HELZ (9931)', 'IDS (3423)', 'EXOC6 (54536)', 'FBLL1 (345630)', 'HSP90B1 (7184)', 'ZBTB10 (65986)', 'IFT80 (57560)', 'LDHAL6B (92483)', 'CLDN9 (9080)', 'UMAD1 (729852)', 'ZNF24 (7572)', 'RIMBP3 (85376)', 'EYA4 (2070)', 'TEX28 (1527)', 'GTF3C4 (9329)', 'M1AP (130951)', 'KRT20 (54474)', 'ZFPM2 (23414)', 'ZNF260 (339324)', 'DEXI (28955)', 'RBM48 (84060)', 'PTPN12 (5782)', 'MROH2B (133558)', 'PRAMEF2 (65122)', 'SECTM1 (6398)', 'AXIN1 (8312)', 'OR5AU1 (390445)', 'MORN5 (254956)', 'SPATA31A6 (389730)', 'ADAMTS17 (170691)', 'PKD1L3 (342372)', 'OR8K1 (390157)', 'FCRL1 (115350)', 'ALDH3B2 (222)', 'PTRH2 (51651)', 'PABPC3 (5042)', 'MYL10 (93408)', 'RAB11FIP2 (22841)', 'PROCA1 (147011)', 'SBF1 (6305)', 'MEIS1 (4211)', 'FMO2 (2327)', 'EMC9 (51016)', 'TRIT1 (54802)', 'ATF6 (22926)', 'FASTKD3 (79072)', 'CSTL1 (128817)', 'ARL11 (115761)', 'RADIL (55698)', 'PKIG (11142)', 'MANSC4 (100287284)', 'BCCIP (56647)', 'SRD5A3 (79644)', 'FAM221A (340277)', 'UPF2 (26019)', 'UGT1A8 (54576)', 'CENPJ (55835)', 'CHMP4C (92421)', 'C12orf50 (160419)', 'GLUL (2752)', 'SFXN5 (94097)', 'CEACAM8 (1088)', 'IL15 (3600)', 'ADCK5 (203054)', 'KCNB2 (9312)', 'CACNA2D1 (781)', 'TLX1 (3195)', 'WASHC1 (100287171)', 'BCL2L10 (10017)', 'GABRB3 (2562)', 'EIF4ENIF1 (56478)', 'SLC39A10 (57181)', 'LMTK2 (22853)', 'HERC4 (26091)', 'SEC22C (9117)', 'ATP2B3 (492)', 'FMO3 (2328)', 'OTUB2 (78990)', 'RNF165 (494470)', 'GBP4 (115361)', 'OR4F29 (729759)', 'SCARF2 (91179)', 'SLC26A3 (1811)', 'OR2B6 (26212)', 'RNF220 (55182)', 'FOXD4L4 (349334)', 'TPM2 (7169)', 'PLP2 (5355)', 'ANGPTL3 (27329)', 'NOG (9241)', 'LCNL1 (401562)', 'CBX5 (23468)', 'LPIN1 (23175)', 'DEFB104A (140596)', 'KIFBP (26128)', 'R3HDM4 (91300)', 'HSPA9 (3313)', 'JMJD8 (339123)', 'SPRR2D (6703)', 'ZMYM6 (9204)', 'SI (6476)', 'RPA2 (6118)', 'IDH3A (3419)', 'ESRRA (2101)', 'TFRC (7037)', 'MT1E (4493)', 'IDO2 (169355)', 'MORN3 (283385)', 'NVL (4931)', 'POTEH (23784)', 'CTAG1A (246100)', 'GLIS3 (169792)', 'MRPL18 (29074)', 'PSMG1 (8624)', 'PPM1L (151742)', 'NBPF4 (148545)', 'HS2ST1 (9653)', 'CHCHD5 (84269)', 'PGP (283871)', 'IPCEF1 (26034)', 'PLA2G3 (50487)', 'SHANK1 (50944)', 'CLCNKB (1188)', 'ANTXRL (195977)', 'SIGMAR1 (10280)', 'SLC25A13 (10165)', 'USP10 (9100)', 'PAGE2B (389860)', 'ELOC (6921)', 'CARMIL1 (55604)', 'ETF1 (2107)', 'ALOX15B (247)', 'CHM (1121)', 'FRG2 (448831)', 'MEX3C (51320)', 'PCDHA9 (9752)', 'UNC93A (54346)', 'GINS4 (84296)', 'OR14I1 (401994)', 'NRDE2 (55051)', 'FKBP14 (55033)', 'DEFB112 (245915)', 'TRIM74 (378108)', 'ARL4A (10124)', 'PIP (5304)', 'MOGS (7841)', 'TIMM8A (1678)', 'EXOC3L4 (91828)', 'OR10C1 (442194)', 'SLA2 (84174)', 'CUEDC2 (79004)', 'ZNF337 (26152)', 'SPATA9 (83890)', 'TM2D1 (83941)', 'AAAS (8086)', 'HARS2 (23438)', 'LETMD1 (25875)', 'SFXN2 (118980)', 'SPIDR (23514)', 'DPEP1 (1800)', 'GPLD1 (2822)', 'XBP1 (7494)', 'ATP6V0B (533)', 'CSRNP1 (64651)', 'TDRD7 (23424)', 'CDRT15L2 (256223)', 'PNMA6F (105373377)', 'FOXR1 (283150)', 'DPP6 (1804)', 'ANOS1 (3730)', 'ATCAY (85300)', 'TXNDC2 (84203)', 'SWT1 (54823)', 'STYK1 (55359)', 'ATP6V1C1 (528)', 'CD99L2 (83692)', 'COX7A2L (9167)', 'CLSTN3 (9746)', 'TUBA4B (80086)', 'PSMC3 (5702)', 'SEMA3G (56920)', 'RBP5 (83758)', 'AMOTL2 (51421)', 'MAU2 (23383)', 'NIBAN1 (116496)', 'CCDC126 (90693)', 'GPR183 (1880)', 'PIAS3 (10401)', 'MAP11 (55262)', 'ANKLE1 (126549)', 'KIAA0895 (23366)', 'CABLES2 (81928)', 'FCRLA (84824)', 'SDC3 (9672)', 'RPL15 (6138)', 'OR10W1 (81341)', 'CALHM6 (441168)', 'RPL36A (6173)', 'NFX1 (4799)', 'EIF4EBP2 (1979)', 'OR4M2 (390538)', 'BLZF1 (8548)', 'RNF20 (56254)', 'DGKZ (8525)', 'ZNF836 (162962)', 'PRTN3 (5657)', 'CAMK2D (817)', 'STIMATE (375346)', 'RECQL (5965)', 'WASL (8976)', 'CCR6 (1235)', 'KIF18A (81930)', 'AC002456.2 (102723899)', 'SLC39A1 (27173)', 'KCNA6 (3742)', 'CALHM1 (255022)', 'IBSP (3381)', 'RNF19B (127544)', 'LIPI (149998)', 'PRR13 (54458)', 'PPP1R2B (153743)', 'IL34 (146433)', 'FLVCR2 (55640)', 'IQANK1 (642574)', 'AMBRA1 (55626)', 'LRRC56 (115399)', 'ANKRD36C (400986)', 'RASL10B (91608)', 'HSD11B2 (3291)', 'GPATCH3 (63906)', 'SHB (6461)', 'SNCAIP (9627)', 'OR11H1 (81061)', 'COPG2 (26958)', 'SESN2 (83667)', 'PI3 (5266)', 'RRNAD1 (51093)', 'SHISA6 (388336)', 'MAGT1 (84061)', 'HYAL1 (3373)', 'KCNU1 (157855)', 'IGF2 (3481)', 'OPALIN (93377)', 'NDUFAF4 (29078)', 'RBPJL (11317)', 'EIF3C (8663)', 'TAOK3 (51347)', 'TOP1MT (116447)', 'PAIP2 (51247)', 'PPM1B (5495)', 'ROPN1L (83853)', 'JAKMIP1 (152789)', 'HDAC4 (9759)', 'NFE2L3 (9603)', 'LRRC32 (2615)', 'SUMO4 (387082)', 'TBC1D3E (102723859)', 'MAP4K1 (11184)', 'GFM2 (84340)', 'ZGRF1 (55345)', 'FOXI3 (344167)', 'CPHXL (105371346)', 'FAM222A (84915)', 'CALM2 (805)', 'PGAP2 (27315)', 'FCAR (2204)', 'RTP5 (285093)', 'ABCB8 (11194)', 'PRR29 (92340)', 'IQGAP2 (10788)', 'TAF4B (6875)', 'HSF5 (124535)', 'FMR1NB (158521)', 'PIK3AP1 (118788)', 'NOMO2 (283820)', 'LYSMD4 (145748)', 'C2 (717)', 'XAB2 (56949)', 'FZD6 (8323)', 'GRIP2 (80852)', 'IFI44 (10561)', 'TNXB (7148)', 'RCE1 (9986)', 'PRAMEF17 (391004)', 'STPG4 (285051)', 'CCL3 (6348)', 'PGAM1 (5223)', 'DES (1674)', 'JMJD7 (100137047)', 'CD3E (916)', 'SDK1 (221935)', 'ARHGAP32 (9743)', 'TNK1 (8711)', 'GLP2R (9340)', 'KRTAP9-6 (100507608)', 'INSYN2A (642938)', 'PRC1 (9055)', 'MYCBPAP (84073)', 'NAPRT (93100)', 'SGCA (6442)', 'ZNF423 (23090)', 'FCN3 (8547)', 'ACVR1 (90)', 'TRNAU1AP (54952)', 'COMMD10 (51397)', 'KRTAP4-5 (85289)', 'NFATC4 (4776)', 'LPXN (9404)', 'RRAD (6236)', 'UAP1 (6675)', 'FILIP1 (27145)', 'CEP104 (9731)', 'MKS1 (54903)', 'PAH (5053)', 'EPPIN (57119)', 'TTC9C (283237)', 'IDH3G (3421)', 'SEMG1 (6406)', 'LTBP3 (4054)', 'NUTM1 (256646)', 'CYP2F1 (1572)', 'MPC1L (347411)', 'PELI3 (246330)', 'THOC2 (57187)', 'POC5 (134359)', 'LGR4 (55366)', 'TPD52L2 (7165)', 'MARCHF5 (54708)', 'INTS3 (65123)', 'SPRR2F (6705)', 'VARS1 (7407)', 'GZF1 (64412)', 'KCNN4 (3783)', 'CWC15 (51503)', 'MED4 (29079)', 'FBXO10 (26267)', 'ZNF506 (440515)', 'KIF2A (3796)', 'GCLM (2730)', 'METRNL (284207)', 'CFAP43 (80217)', 'MED12L (116931)', 'NANOS1 (340719)', 'CXorf58 (254158)', 'OR1E1 (8387)', 'CCDC136 (64753)', 'MRPL54 (116541)', 'TSNAXIP1 (55815)', 'UCHL3 (7347)', 'CDKN2C (1031)', 'PRRG1 (5638)', 'POLR2L (5441)', 'TSPAN18 (90139)', 'COA7 (65260)', 'FRS3 (10817)', 'MAPRE2 (10982)', 'NCAPG (64151)', 'ST7L (54879)', 'LETM2 (137994)', 'C16orf87 (388272)', 'AKAP10 (11216)', 'GGT5 (2687)', 'RETSAT (54884)', 'OR8K5 (219453)', 'IPO4 (79711)', 'GPN2 (54707)', 'FOXN4 (121643)', 'CA11 (770)', 'AFAP1 (60312)', 'GOLGA6L7 (728310)', 'CHD1L (9557)', 'TMEM185A (84548)', 'PRPF40B (25766)', 'RPL24 (6152)', 'HPRT1 (3251)', 'ZNF736 (728927)', 'ADRB2 (154)', 'SLCO1C1 (53919)', 'KCTD20 (222658)', 'RAD51AP2 (729475)', 'SNW1 (22938)', 'KCNS3 (3790)', 'TNFSF9 (8744)', 'CCN4 (8840)', 'ABHD17B (51104)', 'RNF166 (115992)', 'TMEM259 (91304)', 'OR52L1 (338751)', 'KLC1 (3831)', 'RPTOR (57521)', 'SNAPC3 (6619)', 'CENPF (1063)', 'ZNF227 (7770)', 'NRN1 (51299)', 'EREG (2069)', 'SLC38A4 (55089)', 'KLF15 (28999)', 'PVALB (5816)', 'CSAG1 (158511)', 'AGFG1 (3267)', 'PARM1 (25849)', 'OMP (4975)', 'E2F7 (144455)', 'ENTPD5 (957)', 'TBX15 (6913)', 'WDCP (80304)', 'CDKL3 (51265)', 'TM9SF2 (9375)', 'DDO (8528)', 'PLEKHS1 (79949)', 'IQUB (154865)', 'AIPL1 (23746)', 'ALMS1 (7840)', 'TPGS2 (25941)', 'NBDY (550643)', 'CEP152 (22995)', 'RXYLT1 (10329)', 'NFATC2 (4773)', 'LPAR3 (23566)', 'RPGR (6103)', 'OSTM1 (28962)', 'OR1L4 (254973)', 'TNKS (8658)', 'NXF3 (56000)', 'TCL1B (9623)', 'THYN1 (29087)', 'IPO13 (9670)', 'RTL10 (79680)', 'ZDHHC18 (84243)', 'ANXA2R (389289)', 'GOLGA6L9 (440295)', 'H2AW (92815)', 'PCDHA5 (56143)', 'SSTR4 (6754)', 'NAP1L1 (4673)', 'NFS1 (9054)', 'TOR1A (1861)', 'TSHZ3 (57616)', 'SHMT2 (6472)', 'MAK16 (84549)', 'NKX2-2 (4821)', 'MARVELD1 (83742)', 'WNT1 (7471)', 'ZNF429 (353088)', 'REEP6 (92840)', 'PAX7 (5081)', 'DPYSL4 (10570)', 'C9orf131 (138724)', 'DUOXA1 (90527)', 'SLC25A18 (83733)', 'SH3PXD2B (285590)', 'MYH4 (4622)', 'VAMP1 (6843)', 'DUSP2 (1844)', 'WWC3 (55841)', 'SP8 (221833)', 'CCK (885)', 'DCLK1 (9201)', 'LTV1 (84946)', 'PCP4 (5121)', 'ELOA3 (162699)', 'PPAN-P2RY11 (692312)', 'GPR149 (344758)', 'NSMAF (8439)', 'IGSF9B (22997)', 'FGL1 (2267)', 'CD248 (57124)', 'MOB1A (55233)', 'CTNND2 (1501)', 'RSPO3 (84870)', 'NMI (9111)', 'CRYBG2 (55057)', 'MCM8 (84515)', 'INTS4 (92105)', 'KCNJ6 (3763)', 'MED20 (9477)', 'TMPRSS11F (389208)', 'GIGYF2 (26058)', 'SLC5A8 (160728)', 'TPSG1 (25823)', 'REX1BD (55049)', 'TMEM267 (64417)', 'LRRC43 (254050)', 'NLGN4Y (22829)', 'PCM1 (5108)', 'EEF1B2 (1933)', 'SLX4IP (128710)', 'NIT1 (4817)', 'TMEM101 (84336)', 'MMUT (4594)', 'DPYSL2 (1808)', 'ZNF576 (79177)', 'NREP (9315)', 'RTL3 (203430)', 'BTLA (151888)', 'PHKA2 (5256)', 'ADAMTS2 (9509)', 'CNOT3 (4849)', 'USP6 (9098)', 'MC5R (4161)', 'ZFP62 (643836)', 'IGF2BP2 (10644)', 'SAFB2 (9667)', 'HERC1 (8925)', 'B3GALNT2 (148789)', 'CMA1 (1215)', 'APOL3 (80833)', 'ADAP2 (55803)', 'LMNA (4000)', 'BEX2 (84707)', 'KRT79 (338785)', 'C14orf93 (60686)', 'KPNA6 (23633)', 'LRCH4 (4034)', 'ZNF781 (163115)', 'RAB29 (8934)', 'RANBP3 (8498)', 'EPB41L5 (57669)', 'SHOC1 (158401)', 'PBX3 (5090)', 'GPR15 (2838)', 'SLC24A4 (123041)', 'TSPAN33 (340348)', 'CDC7 (8317)', 'METTL18 (92342)', 'TXNDC5 (81567)', 'SEMA7A (8482)', 'CYTH2 (9266)', 'HAUS6 (54801)', 'NR4A2 (4929)', 'PRR16 (51334)', 'ECPAS (23392)', 'PIK3R5 (23533)', 'PHLDB2 (90102)', 'SLCO1B1 (10599)', 'IFNA4 (3441)', 'KLHL21 (9903)', 'GIMAP6 (474344)', 'TAGAP (117289)', 'PTCH1 (5727)', 'ADH7 (131)', 'DDX54 (79039)', 'USP17L7 (392197)', 'HMGN5 (79366)', 'TEX38 (374973)', 'APBB1 (322)', 'LRCOL1 (100507055)', 'ESYT1 (23344)', 'LIMK2 (3985)', 'C12orf73 (728568)', 'SIRT6 (51548)', 'USH2A (7399)', 'SIM1 (6492)', 'NPBWR1 (2831)', 'DNAJB9 (4189)', 'CRAT (1384)', 'PTPRA (5786)', 'PLK2 (10769)', 'NR1H2 (7376)', 'RPF2 (84154)', 'GRIN3A (116443)', 'MZF1 (7593)', 'ZNF814 (730051)', 'TVP23C-CDRT4 (100533496)', 'PPP1CA (5499)', 'WDR54 (84058)', 'SLC25A36 (55186)', 'BORA (79866)', 'CLK1 (1195)', 'HMX2 (3167)', 'MICOS10 (440574)', 'MFAP3L (9848)', 'CFAP54 (144535)', 'RCL1 (10171)', 'MFGE8 (4240)', 'ACOT1 (641371)', 'MRAP (56246)', 'ENGASE (64772)', 'MRPS21 (54460)', 'SLC34A2 (10568)', 'RHOBTB1 (9886)', 'CPA1 (1357)', 'ZBTB3 (79842)', 'MFSD10 (10227)', 'SH3D21 (79729)', 'CLCC1 (23155)', 'ZNF853 (54753)', 'ZNF275 (10838)', 'TMPRSS7 (344805)', 'NLK (51701)', 'STX6 (10228)', 'BMP1 (649)', 'ZNRD2 (10534)', 'UCKL1 (54963)', 'MMADHC (27249)', 'TMEM53 (79639)', 'GFRA2 (2675)', 'GOLGA7 (51125)', 'FANCD2OS (115795)', 'THBS2 (7058)', 'PSKH1 (5681)', 'TUSC3 (7991)', 'RCN1 (5954)', 'RAP2C (57826)', 'SEMG2 (6407)', 'VPS45 (11311)', 'STOML2 (30968)', 'SUSD6 (9766)', 'GEMIN7 (79760)', 'REXO2 (25996)', 'PRELID1 (27166)', 'HHATL (57467)', 'TMEM69 (51249)', 'EEF1AKMT4-ECE2 (110599583)', 'USP2 (9099)', 'TMEM143 (55260)', 'C14orf180 (400258)', 'CHRNA5 (1138)', 'SAC3D1 (29901)', 'MATR3 (9782)', 'MTERF1 (7978)', 'FKBP1A (2280)', 'DOCK5 (80005)', 'TBC1D2B (23102)', 'SDR9C7 (121214)', 'NKAPL (222698)', 'WASHC2C (253725)', 'XRN1 (54464)', 'RAPSN (5913)', 'SERTAD1 (29950)', 'CD47 (961)', 'SRPX (8406)', 'SLC12A1 (6557)', 'CDCP2 (200008)', 'TRMT44 (152992)', 'LACRT (90070)', 'CYP2B6 (1555)', 'NRL (4901)', 'CDKN1A (1026)', 'LMOD3 (56203)', 'SCGB1D4 (404552)', 'USP17L1 (401447)', 'PRR20D (729246)', 'TMSB4X (7114)', 'RABL2B (11158)', 'FBXO7 (25793)', 'EMD (2010)', 'HHIPL2 (79802)', 'TMSB4Y (9087)', 'CCDC40 (55036)', 'ANKS6 (203286)', 'COPS9 (150678)', 'MNT (4335)', 'DACT2 (168002)', 'MCM6 (4175)', 'ELOF1 (84337)', 'SCP2 (6342)', 'TXK (7294)', 'SLC37A3 (84255)', 'LIF (3976)', 'ASB18 (401036)', 'NEK3 (4752)', 'IL6 (3569)', 'CAPNS2 (84290)', 'SMAD9 (4093)', 'SERINC3 (10955)', 'IGSF6 (10261)', 'ING1 (3621)', 'DDA1 (79016)', 'OR14K1 (343170)', 'HYI (81888)', 'NOTCH4 (4855)', 'CDPF1 (150383)', 'TAS2R13 (50838)', 'CORT (1325)', 'AP4B1 (10717)', 'ASIC4 (55515)', 'ACR (49)', 'TFDP2 (7029)', 'PRR5 (55615)', 'WFDC13 (164237)', 'PCDHA13 (56136)', 'ANKDD1B (728780)', 'OR5M1 (390168)', 'ANKUB1 (389161)', 'FSD1L (83856)', 'EEF2 (1938)', 'LRFN5 (145581)', 'OR5D18 (219438)', 'DXO (1797)', 'LTBP1 (4052)', 'PHIP (55023)', 'STIL (6491)', 'PCLO (27445)', 'SERPINF2 (5345)', 'DEFA5 (1670)', 'GFRA4 (64096)', 'HNRNPA1 (3178)', 'SH3RF2 (153769)', 'PSMA4 (5685)', 'ALK (238)', 'ERMN (57471)', 'RPL10L (140801)', 'SPRING1 (79794)', 'IFFO1 (25900)', 'GCSAML (148823)', 'EIF2B4 (8890)', 'HOXA7 (3204)', 'WWP1 (11059)', 'CUL1 (8454)', 'RHBDF2 (79651)', 'VWA1 (64856)', 'PIK3R3 (8503)', 'CYP4F3 (4051)', 'TRAPPC5 (126003)', 'KLHDC3 (116138)', 'TYSND1 (219743)', 'PSORS1C2 (170680)', 'PER1 (5187)', 'MS4A8 (83661)', 'NTPCR (84284)', 'MAMDC4 (158056)', 'CCT8L2 (150160)', 'MEP1A (4224)', 'FAM209A (200232)', 'PIP4P2 (55529)', 'FN3KRP (79672)', 'CKAP4 (10970)', 'FCMR (9214)', 'PSME2 (5721)', 'PRDM1 (639)', 'DYNLRB1 (83658)', 'STX12 (23673)', 'PRSS38 (339501)', 'AP1M1 (8907)', 'CDO1 (1036)', 'GPR137C (283554)', 'DZANK1 (55184)', 'NLRC5 (84166)', 'NEK8 (284086)', 'SELENOK (58515)', 'PSMD8 (5714)', 'MRAS (22808)', 'CCDC87 (55231)', 'OLIG1 (116448)', 'PNMT (5409)', 'SKIV2L (6499)', 'ZNF492 (57615)', 'NDUFB3 (4709)', 'NFIB (4781)', 'MTLN (205251)', 'CAMSAP1 (157922)', 'PCDHGC5 (56097)', 'MLN (4295)', 'TREML2 (79865)', 'KIN (22944)', 'OR5W2 (390148)', 'ZFAND1 (79752)', 'IER3 (8870)', 'EPB41L3 (23136)', 'CDCA3 (83461)', 'MRPS36 (92259)', 'TKFC (26007)', 'RGS18 (64407)', 'FMNL2 (114793)', 'ADAR (103)', 'C8orf74 (203076)', 'CDK4 (1019)', 'FAM13C (220965)', 'MUC20 (200958)', 'MST1R (4486)', 'TELO2 (9894)', 'THSD8 (10535)', 'FCRL6 (343413)', 'DNMT3B (1789)', 'ZCCHC10 (54819)', 'PRSS2 (5645)', 'ADAMTSL4 (54507)']\n"
     ]
    }
   ],
   "source": [
    "\n",
    "# Load the gene expression data from \"OmicsExpressionProteinCodingGenesTPMLogp1BatchCorrected\"\n",
    "df_expression = data_loader.load_data(\"OmicsExpressionProteinCodingGenesTPMLogp1BatchCorrected.csv\")\n",
    "\n",
    "# The first column header which is the cell line id happens to be empty in the dataset, so we set it manually\n",
    "df_expression = df_expression.rename(columns={'': 'ARXSPAN_ID'})\n",
    "df_expression_columns = df_expression.columns.tolist()\n",
    "df_expression_columns.remove('ARXSPAN_ID')\n",
    "print(df_expression_columns)\n",
    "# Select specific columns\n",
    "# df_expression = df_expression[['ARXSPAN_ID',\n",
    "#                                'ZMIZ1 (57178)', \n",
    "#                                'ENG (2022)',\n",
    "#                                'FGFR1 (2260)',\n",
    "#                                'PAWR (5074)']] \n",
    "#                                # 'KRT17 (3872)', \n",
    "#                                # 'MPO (4353)',\n",
    "#                                # 'LAT2 (7462)']]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "875e08ef-98b2-4642-9d8a-999b248a9547",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Shape of df_response_model = (115502, 6)\n",
      "   DRUG_ID  ARXSPAN_ID  IC50_PUBLISHED OncotreeCode AgeCategory     Sex\n",
      "0     1003  ACH-000958        0.025129         COAD       Adult  Female\n",
      "1     1003  ACH-000651        0.049577         COAD       Adult    Male\n",
      "2     1003  ACH-000856        0.028549         BRCA       Adult  Female\n",
      "3     1003  ACH-000360        0.039996         COAD       Adult    Male\n",
      "4     1003  ACH-001199        1.986678         COAD       Adult  Female\n"
     ]
    }
   ],
   "source": [
    "\n",
    "# Join response and model\n",
    "\n",
    "try:\n",
    "    assert df_response[\"ARXSPAN_ID\"].dtype == df_model[\"ModelID\"].dtype\n",
    "    df_response_model = pd.merge(df_response, df_model, left_on='ARXSPAN_ID', right_on='ModelID')\n",
    "    df_response_model = df_response_model.drop('ModelID', axis=1) # we drop ModelID since it's the same info as ARXSPAN_ID \n",
    "    print(\"Shape of df_response_model = {}\".format(df_response_model.shape))\n",
    "    print(df_response_model.head())\n",
    "except Exception as e:\n",
    "    print(f\"Error: {e}\")\n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "78f7bb19-f852-4b07-bf41-ca3450fba1ad",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Shape of df_response_model_expression = (88976, 19143)\n",
      "   DRUG_ID  ARXSPAN_ID  IC50_PUBLISHED OncotreeCode AgeCategory     Sex  \\\n",
      "0     1003  ACH-000958        0.025129         COAD       Adult  Female   \n",
      "1     1003  ACH-000651        0.049577         COAD       Adult    Male   \n",
      "2     1003  ACH-000856        0.028549         BRCA       Adult  Female   \n",
      "3     1003  ACH-000360        0.039996         COAD       Adult    Male   \n",
      "4     1003  ACH-000400        0.004820         COAD       Adult    Male   \n",
      "\n",
      "   ZNF891 (101060200)  ARMC10 (83787)  PTGER4 (5734)  EIF1AD (84285)  ...  \\\n",
      "0            0.061287        6.071350       1.405420        4.934454  ...   \n",
      "1            0.865975        5.049065       0.208657        5.219542  ...   \n",
      "2            1.360683        5.366999       3.608600        4.888851  ...   \n",
      "3            1.105224        5.273343       1.169296        3.465737  ...   \n",
      "4            0.493279        5.851769       0.452759        4.597744  ...   \n",
      "\n",
      "   FAM13C (220965)  MUC20 (200958)  MST1R (4486)  TELO2 (9894)  THSD8 (10535)  \\\n",
      "0         0.196578        1.836435      5.850285      5.252016       0.330910   \n",
      "1         3.147223        1.392922      4.975707      4.673813       0.885613   \n",
      "2         0.020196        0.034857      2.690272      6.074618       0.872536   \n",
      "3         0.090609        6.522543      6.200335      4.849081       0.131010   \n",
      "4         0.170806        5.755937      6.444000      4.792793       0.416237   \n",
      "\n",
      "   FCRL6 (343413)  DNMT3B (1789)  ZCCHC10 (54819)  PRSS2 (5645)  \\\n",
      "0       -0.003950       2.072003         4.693810      0.240879   \n",
      "1        0.024116       2.745968         4.884648      3.368963   \n",
      "2       -0.003950       3.513480         4.950103     -0.054202   \n",
      "3       -0.003950       0.986766         3.836950      0.107339   \n",
      "4        0.010153       1.551088         4.322617      0.068637   \n",
      "\n",
      "   ADAMTSL4 (54507)  \n",
      "0          0.560533  \n",
      "1          0.335325  \n",
      "2          2.401006  \n",
      "3          0.082209  \n",
      "4          1.521804  \n",
      "\n",
      "[5 rows x 19143 columns]\n"
     ]
    }
   ],
   "source": [
    "\n",
    "# Join response_model and expression\n",
    "\n",
    "try:\n",
    "    assert df_response_model['ARXSPAN_ID'].dtype == df_expression['ARXSPAN_ID'].dtype\n",
    "    df_response_model_expression = pd.merge(df_response_model, df_expression, left_on='ARXSPAN_ID', right_on='ARXSPAN_ID')\n",
    "    print(\"Shape of df_response_model_expression = {}\".format(df_response_model_expression.shape))\n",
    "    print(df_response_model_expression.head())\n",
    "except Exception as e:\n",
    "    print(f\"Error: {e}\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "f98bc857-948f-4660-b179-2cb1332669d5",
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "# Persist csv right after join and before split for classification\n",
    "if not os.path.exists(csv_file_path) or OVERWRITE:\n",
    "    df_response_model_expression.to_csv('data/df_response_model_expression_all_genes.csv', index=False)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "6e4c9128-a278-4d18-a2c5-b8898d0c97ae",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "DRUG_ID               int64\n",
       "ARXSPAN_ID           object\n",
       "IC50_PUBLISHED      float64\n",
       "OncotreeCode         object\n",
       "AgeCategory          object\n",
       "                     ...   \n",
       "FCRL6 (343413)      float64\n",
       "DNMT3B (1789)       float64\n",
       "ZCCHC10 (54819)     float64\n",
       "PRSS2 (5645)        float64\n",
       "ADAMTSL4 (54507)    float64\n",
       "Length: 19143, dtype: object"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_response_model_expression.dtypes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "17a5d55a-ca43-47c7-be2c-e8deae99a090",
   "metadata": {},
   "outputs": [],
   "source": [
    "features = df_response_model_expression\n",
    "target = features.pop('IC50_PUBLISHED')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "791aa76f-7e91-40d9-879e-f12edcb3c907",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "4\n",
      "WARNING:tensorflow:From C:\\Users\\chris\\AppData\\Local\\anaconda3\\envs\\rankenv\\lib\\site-packages\\keras\\src\\backend.py:873: The name tf.get_default_graph is deprecated. Please use tf.compat.v1.get_default_graph instead.\n",
      "\n",
      "WARNING:tensorflow:From C:\\Users\\chris\\AppData\\Local\\anaconda3\\envs\\rankenv\\lib\\site-packages\\keras\\src\\utils\\tf_utils.py:492: The name tf.ragged.RaggedTensorValue is deprecated. Please use tf.compat.v1.ragged.RaggedTensorValue instead.\n",
      "\n"
     ]
    }
   ],
   "source": [
    "# Necessary setup to convert the problem to classification just for testing.\n",
    "bins = [0, 1, 10, 100, float('inf')]\n",
    "labels = ['HIGH', 'MODERATE', 'LOW', 'INACTIVE']\n",
    "target_binned = pd.cut(target, bins=bins, labels=labels, right=False)\n",
    "num_classes = len(np.unique(target_binned))\n",
    "print(num_classes)\n",
    "\n",
    "\n",
    "# Convert CategoricalDtype to string\n",
    "target_binned = target_binned.astype(str)\n",
    "\n",
    "# Convert the categorical labels to numeric indices using StringLookup\n",
    "lookup = tf.keras.layers.StringLookup(vocabulary=labels, mask_token=None, num_oov_indices=0, output_mode='int')\n",
    "target_indices = lookup(target_binned)\n",
    "\n",
    "# Ensure that the indices are in the range [0, len(labels)-1]\n",
    "num_classes = len(labels)  # Should be 4 in this case\n",
    "\n",
    "# Now use CategoryEncoding to one-hot encode these indices\n",
    "target_one_hot = tf.keras.layers.CategoryEncoding(num_tokens=num_classes, output_mode='one_hot')(target_indices)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "7ecfaf01-cb32-41ef-bf36-c0c9ccf41e54",
   "metadata": {},
   "outputs": [],
   "source": [
    "# https://www.tensorflow.org/tutorials/load_data/pandas_dataframe#build_the_preprocessing_head"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "b4e46f28-9214-49ce-9e1d-18b4ff54801b",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Build the preprocessing head\n",
    "binary_feature_names = []\n",
    "categorical_feature_names = ['DRUG_ID', 'ARXSPAN_ID', 'OncotreeCode', 'AgeCategory', 'Sex']\n",
    "\n",
    "inputs = {}\n",
    "for name, column in features.items():\n",
    "  if type(column[0]) == str:\n",
    "    dtype = tf.string\n",
    "  elif (name in categorical_feature_names or\n",
    "        name in binary_feature_names):\n",
    "    dtype = tf.int64\n",
    "  else:\n",
    "    dtype = tf.float32\n",
    "\n",
    "  inputs[name] = tf.keras.Input(shape=(1,), name=name, dtype=dtype)\n",
    "\n",
    "# inputs"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "0c73fb53-b58d-47e2-a1fc-504dc06b6953",
   "metadata": {},
   "outputs": [],
   "source": [
    "preprocessed = []"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "9614765b-471b-46f9-89f8-a24ac328f056",
   "metadata": {},
   "outputs": [],
   "source": [
    "# # Binary inputs\n",
    "\n",
    "# for name in binary_feature_names:\n",
    "#   inp = inputs[name]\n",
    "#   preprocessed.append(inp)\n",
    "\n",
    "# preprocessed"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "74557420-4cd9-47a0-93fd-f05e944d9213",
   "metadata": {},
   "outputs": [
    {
     "ename": "MemoryError",
     "evalue": "Unable to allocate 12.7 GiB for an array with shape (19137, 88976) and data type float64",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mMemoryError\u001b[0m                               Traceback (most recent call last)",
      "Cell \u001b[1;32mIn[24], line 6\u001b[0m\n\u001b[0;32m      4\u001b[0m numeric_feature_names \u001b[38;5;241m=\u001b[39m df_expression_columns\n\u001b[0;32m      5\u001b[0m \u001b[38;5;66;03m# numeric_features = features[numeric_feature_names]\u001b[39;00m\n\u001b[1;32m----> 6\u001b[0m numeric_features \u001b[38;5;241m=\u001b[39m \u001b[43mfeatures\u001b[49m\u001b[43m[\u001b[49m\u001b[43mdf_expression_columns\u001b[49m\u001b[43m]\u001b[49m\u001b[38;5;241m.\u001b[39mastype(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mfloat32\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[0;32m      9\u001b[0m \u001b[38;5;66;03m# numeric_features_dict = {key: value.to_numpy()[:, tf.newaxis] for key, value in dict(numeric_features).items()}\u001b[39;00m\n\u001b[0;32m     10\u001b[0m \n\u001b[0;32m     11\u001b[0m \u001b[38;5;66;03m# Convert the DataFrame to a NumPy array\u001b[39;00m\n\u001b[0;32m     12\u001b[0m numeric_features_array \u001b[38;5;241m=\u001b[39m numeric_features\u001b[38;5;241m.\u001b[39mto_numpy(dtype\u001b[38;5;241m=\u001b[39mnp\u001b[38;5;241m.\u001b[39mfloat32)\n",
      "File \u001b[1;32m~\\AppData\\Local\\anaconda3\\envs\\rankenv\\lib\\site-packages\\pandas\\core\\frame.py:4117\u001b[0m, in \u001b[0;36mDataFrame.__getitem__\u001b[1;34m(self, key)\u001b[0m\n\u001b[0;32m   4114\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(indexer, \u001b[38;5;28mslice\u001b[39m):\n\u001b[0;32m   4115\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_slice(indexer, axis\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m1\u001b[39m)\n\u001b[1;32m-> 4117\u001b[0m data \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_take_with_is_copy\u001b[49m\u001b[43m(\u001b[49m\u001b[43mindexer\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43maxis\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;241;43m1\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[0;32m   4119\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m is_single_key:\n\u001b[0;32m   4120\u001b[0m     \u001b[38;5;66;03m# What does looking for a single key in a non-unique index return?\u001b[39;00m\n\u001b[0;32m   4121\u001b[0m     \u001b[38;5;66;03m# The behavior is inconsistent. It returns a Series, except when\u001b[39;00m\n\u001b[0;32m   4122\u001b[0m     \u001b[38;5;66;03m# - the key itself is repeated (test on data.shape, #9519), or\u001b[39;00m\n\u001b[0;32m   4123\u001b[0m     \u001b[38;5;66;03m# - we have a MultiIndex on columns (test on self.columns, #21309)\u001b[39;00m\n\u001b[0;32m   4124\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m data\u001b[38;5;241m.\u001b[39mshape[\u001b[38;5;241m1\u001b[39m] \u001b[38;5;241m==\u001b[39m \u001b[38;5;241m1\u001b[39m \u001b[38;5;129;01mand\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mcolumns, MultiIndex):\n\u001b[0;32m   4125\u001b[0m         \u001b[38;5;66;03m# GH#26490 using data[key] can cause RecursionError\u001b[39;00m\n",
      "File \u001b[1;32m~\\AppData\\Local\\anaconda3\\envs\\rankenv\\lib\\site-packages\\pandas\\core\\generic.py:4153\u001b[0m, in \u001b[0;36mNDFrame._take_with_is_copy\u001b[1;34m(self, indices, axis)\u001b[0m\n\u001b[0;32m   4142\u001b[0m \u001b[38;5;129m@final\u001b[39m\n\u001b[0;32m   4143\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21m_take_with_is_copy\u001b[39m(\u001b[38;5;28mself\u001b[39m, indices, axis: Axis \u001b[38;5;241m=\u001b[39m \u001b[38;5;241m0\u001b[39m) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m Self:\n\u001b[0;32m   4144\u001b[0m \u001b[38;5;250m    \u001b[39m\u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[0;32m   4145\u001b[0m \u001b[38;5;124;03m    Internal version of the `take` method that sets the `_is_copy`\u001b[39;00m\n\u001b[0;32m   4146\u001b[0m \u001b[38;5;124;03m    attribute to keep track of the parent dataframe (using in indexing\u001b[39;00m\n\u001b[1;32m   (...)\u001b[0m\n\u001b[0;32m   4151\u001b[0m \u001b[38;5;124;03m    See the docstring of `take` for full explanation of the parameters.\u001b[39;00m\n\u001b[0;32m   4152\u001b[0m \u001b[38;5;124;03m    \"\"\"\u001b[39;00m\n\u001b[1;32m-> 4153\u001b[0m     result \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mtake\u001b[49m\u001b[43m(\u001b[49m\u001b[43mindices\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mindices\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43maxis\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43maxis\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m   4154\u001b[0m     \u001b[38;5;66;03m# Maybe set copy if we didn't actually change the index.\u001b[39;00m\n\u001b[0;32m   4155\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mndim \u001b[38;5;241m==\u001b[39m \u001b[38;5;241m2\u001b[39m \u001b[38;5;129;01mand\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m result\u001b[38;5;241m.\u001b[39m_get_axis(axis)\u001b[38;5;241m.\u001b[39mequals(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_get_axis(axis)):\n",
      "File \u001b[1;32m~\\AppData\\Local\\anaconda3\\envs\\rankenv\\lib\\site-packages\\pandas\\core\\generic.py:4133\u001b[0m, in \u001b[0;36mNDFrame.take\u001b[1;34m(self, indices, axis, **kwargs)\u001b[0m\n\u001b[0;32m   4128\u001b[0m     \u001b[38;5;66;03m# We can get here with a slice via DataFrame.__getitem__\u001b[39;00m\n\u001b[0;32m   4129\u001b[0m     indices \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39marange(\n\u001b[0;32m   4130\u001b[0m         indices\u001b[38;5;241m.\u001b[39mstart, indices\u001b[38;5;241m.\u001b[39mstop, indices\u001b[38;5;241m.\u001b[39mstep, dtype\u001b[38;5;241m=\u001b[39mnp\u001b[38;5;241m.\u001b[39mintp\n\u001b[0;32m   4131\u001b[0m     )\n\u001b[1;32m-> 4133\u001b[0m new_data \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_mgr\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mtake\u001b[49m\u001b[43m(\u001b[49m\n\u001b[0;32m   4134\u001b[0m \u001b[43m    \u001b[49m\u001b[43mindices\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m   4135\u001b[0m \u001b[43m    \u001b[49m\u001b[43maxis\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_get_block_manager_axis\u001b[49m\u001b[43m(\u001b[49m\u001b[43maxis\u001b[49m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m   4136\u001b[0m \u001b[43m    \u001b[49m\u001b[43mverify\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43;01mTrue\u001b[39;49;00m\u001b[43m,\u001b[49m\n\u001b[0;32m   4137\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m   4138\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_constructor_from_mgr(new_data, axes\u001b[38;5;241m=\u001b[39mnew_data\u001b[38;5;241m.\u001b[39maxes)\u001b[38;5;241m.\u001b[39m__finalize__(\n\u001b[0;32m   4139\u001b[0m     \u001b[38;5;28mself\u001b[39m, method\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mtake\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m   4140\u001b[0m )\n",
      "File \u001b[1;32m~\\AppData\\Local\\anaconda3\\envs\\rankenv\\lib\\site-packages\\pandas\\core\\internals\\managers.py:894\u001b[0m, in \u001b[0;36mBaseBlockManager.take\u001b[1;34m(self, indexer, axis, verify)\u001b[0m\n\u001b[0;32m    891\u001b[0m indexer \u001b[38;5;241m=\u001b[39m maybe_convert_indices(indexer, n, verify\u001b[38;5;241m=\u001b[39mverify)\n\u001b[0;32m    893\u001b[0m new_labels \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39maxes[axis]\u001b[38;5;241m.\u001b[39mtake(indexer)\n\u001b[1;32m--> 894\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mreindex_indexer\u001b[49m\u001b[43m(\u001b[49m\n\u001b[0;32m    895\u001b[0m \u001b[43m    \u001b[49m\u001b[43mnew_axis\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mnew_labels\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m    896\u001b[0m \u001b[43m    \u001b[49m\u001b[43mindexer\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mindexer\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m    897\u001b[0m \u001b[43m    \u001b[49m\u001b[43maxis\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43maxis\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m    898\u001b[0m \u001b[43m    \u001b[49m\u001b[43mallow_dups\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43;01mTrue\u001b[39;49;00m\u001b[43m,\u001b[49m\n\u001b[0;32m    899\u001b[0m \u001b[43m    \u001b[49m\u001b[43mcopy\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43;01mNone\u001b[39;49;00m\u001b[43m,\u001b[49m\n\u001b[0;32m    900\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n",
      "File \u001b[1;32m~\\AppData\\Local\\anaconda3\\envs\\rankenv\\lib\\site-packages\\pandas\\core\\internals\\managers.py:680\u001b[0m, in \u001b[0;36mBaseBlockManager.reindex_indexer\u001b[1;34m(self, new_axis, indexer, axis, fill_value, allow_dups, copy, only_slice, use_na_proxy)\u001b[0m\n\u001b[0;32m    677\u001b[0m     \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mIndexError\u001b[39;00m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mRequested axis not found in manager\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m    679\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m axis \u001b[38;5;241m==\u001b[39m \u001b[38;5;241m0\u001b[39m:\n\u001b[1;32m--> 680\u001b[0m     new_blocks \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_slice_take_blocks_ax0\u001b[49m\u001b[43m(\u001b[49m\n\u001b[0;32m    681\u001b[0m \u001b[43m        \u001b[49m\u001b[43mindexer\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m    682\u001b[0m \u001b[43m        \u001b[49m\u001b[43mfill_value\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mfill_value\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m    683\u001b[0m \u001b[43m        \u001b[49m\u001b[43monly_slice\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43monly_slice\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m    684\u001b[0m \u001b[43m        \u001b[49m\u001b[43muse_na_proxy\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43muse_na_proxy\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m    685\u001b[0m \u001b[43m    \u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m    686\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m    687\u001b[0m     new_blocks \u001b[38;5;241m=\u001b[39m [\n\u001b[0;32m    688\u001b[0m         blk\u001b[38;5;241m.\u001b[39mtake_nd(\n\u001b[0;32m    689\u001b[0m             indexer,\n\u001b[1;32m   (...)\u001b[0m\n\u001b[0;32m    695\u001b[0m         \u001b[38;5;28;01mfor\u001b[39;00m blk \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mblocks\n\u001b[0;32m    696\u001b[0m     ]\n",
      "File \u001b[1;32m~\\AppData\\Local\\anaconda3\\envs\\rankenv\\lib\\site-packages\\pandas\\core\\internals\\managers.py:843\u001b[0m, in \u001b[0;36mBaseBlockManager._slice_take_blocks_ax0\u001b[1;34m(self, slice_or_indexer, fill_value, only_slice, use_na_proxy, ref_inplace_op)\u001b[0m\n\u001b[0;32m    841\u001b[0m                     blocks\u001b[38;5;241m.\u001b[39mappend(nb)\n\u001b[0;32m    842\u001b[0m             \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m--> 843\u001b[0m                 nb \u001b[38;5;241m=\u001b[39m \u001b[43mblk\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mtake_nd\u001b[49m\u001b[43m(\u001b[49m\u001b[43mtaker\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43maxis\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;241;43m0\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mnew_mgr_locs\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mmgr_locs\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m    844\u001b[0m                 blocks\u001b[38;5;241m.\u001b[39mappend(nb)\n\u001b[0;32m    846\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m blocks\n",
      "File \u001b[1;32m~\\AppData\\Local\\anaconda3\\envs\\rankenv\\lib\\site-packages\\pandas\\core\\internals\\blocks.py:1307\u001b[0m, in \u001b[0;36mBlock.take_nd\u001b[1;34m(self, indexer, axis, new_mgr_locs, fill_value)\u001b[0m\n\u001b[0;32m   1304\u001b[0m     allow_fill \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mTrue\u001b[39;00m\n\u001b[0;32m   1306\u001b[0m \u001b[38;5;66;03m# Note: algos.take_nd has upcast logic similar to coerce_to_target_dtype\u001b[39;00m\n\u001b[1;32m-> 1307\u001b[0m new_values \u001b[38;5;241m=\u001b[39m \u001b[43malgos\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mtake_nd\u001b[49m\u001b[43m(\u001b[49m\n\u001b[0;32m   1308\u001b[0m \u001b[43m    \u001b[49m\u001b[43mvalues\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mindexer\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43maxis\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43maxis\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mallow_fill\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mallow_fill\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mfill_value\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mfill_value\u001b[49m\n\u001b[0;32m   1309\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m   1311\u001b[0m \u001b[38;5;66;03m# Called from three places in managers, all of which satisfy\u001b[39;00m\n\u001b[0;32m   1312\u001b[0m \u001b[38;5;66;03m#  these assertions\u001b[39;00m\n\u001b[0;32m   1313\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(\u001b[38;5;28mself\u001b[39m, ExtensionBlock):\n\u001b[0;32m   1314\u001b[0m     \u001b[38;5;66;03m# NB: in this case, the 'axis' kwarg will be ignored in the\u001b[39;00m\n\u001b[0;32m   1315\u001b[0m     \u001b[38;5;66;03m#  algos.take_nd call above.\u001b[39;00m\n",
      "File \u001b[1;32m~\\AppData\\Local\\anaconda3\\envs\\rankenv\\lib\\site-packages\\pandas\\core\\array_algos\\take.py:117\u001b[0m, in \u001b[0;36mtake_nd\u001b[1;34m(arr, indexer, axis, fill_value, allow_fill)\u001b[0m\n\u001b[0;32m    114\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m arr\u001b[38;5;241m.\u001b[39mtake(indexer, fill_value\u001b[38;5;241m=\u001b[39mfill_value, allow_fill\u001b[38;5;241m=\u001b[39mallow_fill)\n\u001b[0;32m    116\u001b[0m arr \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39masarray(arr)\n\u001b[1;32m--> 117\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43m_take_nd_ndarray\u001b[49m\u001b[43m(\u001b[49m\u001b[43marr\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mindexer\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43maxis\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mfill_value\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mallow_fill\u001b[49m\u001b[43m)\u001b[49m\n",
      "File \u001b[1;32m~\\AppData\\Local\\anaconda3\\envs\\rankenv\\lib\\site-packages\\pandas\\core\\array_algos\\take.py:157\u001b[0m, in \u001b[0;36m_take_nd_ndarray\u001b[1;34m(arr, indexer, axis, fill_value, allow_fill)\u001b[0m\n\u001b[0;32m    155\u001b[0m     out \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39mempty(out_shape, dtype\u001b[38;5;241m=\u001b[39mdtype, order\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mF\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m    156\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m--> 157\u001b[0m     out \u001b[38;5;241m=\u001b[39m \u001b[43mnp\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mempty\u001b[49m\u001b[43m(\u001b[49m\u001b[43mout_shape\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mdtype\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mdtype\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m    159\u001b[0m func \u001b[38;5;241m=\u001b[39m _get_take_nd_function(\n\u001b[0;32m    160\u001b[0m     arr\u001b[38;5;241m.\u001b[39mndim, arr\u001b[38;5;241m.\u001b[39mdtype, out\u001b[38;5;241m.\u001b[39mdtype, axis\u001b[38;5;241m=\u001b[39maxis, mask_info\u001b[38;5;241m=\u001b[39mmask_info\n\u001b[0;32m    161\u001b[0m )\n\u001b[0;32m    162\u001b[0m func(arr, indexer, out, fill_value)\n",
      "\u001b[1;31mMemoryError\u001b[0m: Unable to allocate 12.7 GiB for an array with shape (19137, 88976) and data type float64"
     ]
    }
   ],
   "source": [
    "# Numeric inputs\n",
    "\n",
    "# numeric_feature_names = ['ZMIZ1 (57178)', 'ENG (2022)']\n",
    "numeric_feature_names = df_expression_columns\n",
    "# numeric_features = features[numeric_feature_names]\n",
    "numeric_features = features[df_expression_columns].astype('float32')\n",
    "\n",
    "\n",
    "# numeric_features_dict = {key: value.to_numpy()[:, tf.newaxis] for key, value in dict(numeric_features).items()}\n",
    "\n",
    "# Convert the DataFrame to a NumPy array\n",
    "numeric_features_array = numeric_features.to_numpy(dtype=np.float32)\n",
    "\n",
    "# Create a tf.data.Dataset from the NumPy array\n",
    "batch_size = 1024  # You can adjust this based on your system's memory\n",
    "numeric_features_ds = tf.data.Dataset.from_tensor_slices(numeric_features_array).batch(batch_size)\n",
    "\n",
    "# normalizer = tf.keras.layers.Normalization(axis=-1)\n",
    "# normalizer.adapt(np.concatenate([value for key, value in sorted(numeric_features_dict.items())], axis=1))\n",
    "# Initialize the Normalization layer\n",
    "normalizer = tf.keras.layers.Normalization(axis=-1)\n",
    "\n",
    "# Adapt the normalizer using the dataset\n",
    "normalizer.adapt(numeric_features_ds)\n",
    "\n",
    "# numeric_inputs = []\n",
    "# for name in numeric_feature_names:\n",
    "#   numeric_inputs.append(inputs[name])\n",
    "\n",
    "# numeric_inputs = tf.keras.layers.Concatenate(axis=-1)(numeric_inputs)\n",
    "# numeric_normalized = normalizer(numeric_inputs)\n",
    "\n",
    "# preprocessed.append(numeric_normalized)\n",
    "\n",
    "# preprocessed\n",
    "# Prepare the inputs for the model\n",
    "numeric_inputs = []\n",
    "for name in numeric_feature_names:\n",
    "    numeric_inputs.append(inputs[name])\n",
    "\n",
    "# Concatenate the numeric inputs\n",
    "numeric_inputs = tf.keras.layers.Concatenate(axis=-1)(numeric_inputs)\n",
    "\n",
    "# Normalize the concatenated inputs\n",
    "numeric_normalized = normalizer(numeric_inputs)\n",
    "\n",
    "# Append to preprocessed layers\n",
    "preprocessed.append(numeric_normalized)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "409947b9-dfb2-4ef6-b72b-c48b6b6239b8",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Categorical features\n",
    "for name in categorical_feature_names:\n",
    "    # print(name)\n",
    "    vocab = sorted(set(features[name]))\n",
    "    # print(f'name: {name}')\n",
    "    # print(f'vocab: {vocab}\\n')\n",
    "    \n",
    "    if type(vocab[0]) is str:\n",
    "        lookup = tf.keras.layers.StringLookup(vocabulary=vocab, output_mode='one_hot')\n",
    "    else:\n",
    "        lookup = tf.keras.layers.IntegerLookup(vocabulary=vocab, output_mode='one_hot')\n",
    "    x = inputs[name]\n",
    "    x = lookup(x)\n",
    "    preprocessed.append(x)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "e7a48cd5-0c97-4a96-8835-00f9d082dc63",
   "metadata": {},
   "outputs": [],
   "source": [
    "preprocessed_result = tf.keras.layers.Concatenate(axis=1)(preprocessed)\n",
    "preprocessed_result"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "d5167612-c3e7-48a2-90c9-28ec5e018cd3",
   "metadata": {},
   "outputs": [],
   "source": [
    "preprocessor = tf.keras.Model(inputs, preprocessed_result)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "c3911f7a-fff4-4c53-baf9-1286eaa3bb0a",
   "metadata": {},
   "outputs": [],
   "source": [
    "# tf.keras.utils.plot_model(preprocessor, rankdir=\"LR\", show_shapes=True,  show_layer_names=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "619b534e-f7fd-4d36-8583-44ba0af91f83",
   "metadata": {},
   "outputs": [],
   "source": [
    "# preprocessor(dict(df_response_model_expression.iloc[:1]))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "19d4fc6c-8fd3-46be-b7be-ccf2781ff147",
   "metadata": {},
   "outputs": [],
   "source": [
    "body = tf.keras.Sequential([\n",
    "    tf.keras.layers.Dense(128, activation='relu'),\n",
    "    tf.keras.layers.Dropout(0.3),\n",
    "    tf.keras.layers.Dense(64, activation='relu'),\n",
    "    tf.keras.layers.Dense(num_classes, activation='softmax')\n",
    "])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "886bddf2-78d4-4d3b-9bc1-364c3e9c2073",
   "metadata": {},
   "outputs": [],
   "source": [
    "# inputs"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "79b889fc-a8c7-4111-b96a-004708d1f74b",
   "metadata": {},
   "outputs": [],
   "source": [
    "x = preprocessor(inputs)\n",
    "x"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "2418725c-368d-40e4-9872-f809b2360e5a",
   "metadata": {},
   "outputs": [],
   "source": [
    "result = body(x)\n",
    "result"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "34cbea20-f00a-4541-840c-89024f25aa4d",
   "metadata": {},
   "outputs": [],
   "source": [
    "model = tf.keras.Model(inputs, result)\n",
    "\n",
    "model.compile(optimizer='adam',\n",
    "                # loss=tf.keras.losses.SparseCategoricalCrossentropy(),\n",
    "                loss=tf.keras.losses.CategoricalCrossentropy(),\n",
    "                metrics=['accuracy'\n",
    "                    # tf.keras.metrics.SparseCategoricalAccuracy(name='accuracy'),\n",
    "                    # tf.keras.metrics.Precision(name='precision'),\n",
    "                    # tf.keras.metrics.Recall(name='recall'),\n",
    "                    # tf.keras.metrics.AUC(name='auc'),\n",
    "                    # tf.keras.metrics.TopKCategoricalAccuracy(k=5, name='top_5_accuracy')\n",
    "                ])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "0dfe58f8-8b7b-4b63-a1c8-e3fda299f5b6",
   "metadata": {},
   "outputs": [],
   "source": [
    "# tf.keras.utils.plot_model(model, show_shapes=True,  show_layer_names=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "ea4c76b3-87b4-4c0d-b46f-066280a94cc8",
   "metadata": {},
   "outputs": [],
   "source": [
    "history = model.fit(dict(df_response_model_expression), target_one_hot, epochs=EPOCHS, batch_size=BATCH_SIZE)"
   ]
  }
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