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RNAseqPipe (RNAseq Pipeline) aims at data exploration of RNAseq data set. It begins with the raw sequencing data and then following a step of quality control. We recommend our users to use the Illumina generated paired-end/singled-end sequences and the sequencing depth should be more than 10M. The length of the reads should be longer than 50bp
More information can be found in The RNAseqPipe workflow page, or in the project GitHub wiki. Please be sure that you have all dependencies software or tools preinstalled in your system. Otherwise, we recommended that users employ docker or singularity containers to run the pipe.
This wiki includes several tutorials, plz following the step by step tutorial to run RNAseqPipe in your local server or cluster. This tutorial explains how to set the parameters in the nextflow.config
file, and describe the files that will be produced in output, while at this page you can know more about How to read the logs.
The pipeline allows you to choose between running either replicate or without replicates.
Choose between workflows by using --without_replicate
or not(default).
Step | With replicates | without_replicate |
---|---|---|
Raw data QC | Fastp | Fastp |
Align Reads | STAR | STAR |
Alignment QC | Qualimap | Qualimap |
Reads counting | RSEM | RSEM |
Matrix collapses | DAtools | DAtools |
Differential expression | DESeq2 | Poisson Test(DAtools) |
Gene Set enrichment Analysis | GSEA | - |
Summary Report | MultiQC | MultiQC |
2018-2019 Center for Bioinformatics, Sun Yat-sen University Cancer Center