diff --git a/_bibliography/freiburg.bib b/_bibliography/freiburg.bib
index 34868787..314356d2 100644
--- a/_bibliography/freiburg.bib
+++ b/_bibliography/freiburg.bib
@@ -4,6 +4,20 @@
 
 # Publications
 
+@article{Rubin2025,
+  title = {MaveDB 2024: a curated community database with over seven million variant effects from multiplexed functional assays},
+  volume = {26},
+  ISSN = {1474-760X},
+  url = {http://dx.doi.org/10.1186/s13059-025-03476-y},
+  DOI = {10.1186/s13059-025-03476-y},
+  number = {1},
+  journal = {Genome Biology},
+  publisher = {Springer Science and Business Media LLC},
+  author = {Rubin,  Alan F. and Stone,  Jeremy and Bianchi,  Aisha Haley and Capodanno,  Benjamin J. and Da,  Estelle Y. and Dias,  Mafalda and Esposito,  Daniel and Frazer,  Jonathan and Fu,  Yunfan and Grindstaff,  Sally B. and Harrington,  Matthew R. and Li,  Iris and McEwen,  Abbye E. and Min,  Joseph K. and Moore,  Nick and Moscatelli,  Olivia G. and Ong,  Jesslyn and Polunina,  Polina V. and Rollins,  Joshua E. and Rollins,  Nathan J. and Snyder,  Ashley E. and Tam,  Amy and Wakefield,  Matthew J. and Ye,  Shenyi Sunny and Starita,  Lea M. and Bryant,  Vanessa L. and Marks,  Debora S. and Fowler,  Douglas M.},
+  year = {2025},
+  month = jan 
+}
+
 @article{goclowski2025galaxy,
   title={Galaxy as a gateway to bioinformatics: Multi-Interface Galaxy Hands-on Training Suite (MIGHTS) for scRNA-seq},
   author={Goclowski, Camila L and Jakiela, Julia and Collins, Tyler and Hiltemann, Saskia and Howells, Morgan and Loach, Marisa and Manning, Jonathan and Moreno, Pablo and Ostrovsky, Alex and Rasche, Helena and others},