Updated reference

saezlab · Mar 17, 2022 · 57d783a · 57d783a
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diff --git a/README.md b/README.md
@@ -25,8 +25,8 @@ pip install git+https://github.com/saezlab/decoupler-py.git
 
 ## Citation
 
-Badia-i-Mompel P., Vélez J., Braunger J., Geiss C., Dimitrov D.,
+Badia-i-Mompel P., Vélez Santiago J., Braunger J., Geiss C., Dimitrov D.,
 Müller-Dott S., Taus P., Dugourd A., Holland C.H., Ramirez Flores R.O.
-and Saez-Rodriguez J. 2021. decoupleR: Ensemble of computational methods
-to infer biological activities from omics data. bioRxiv.
-<https://doi.org/10.1101/2021.11.04.467271>
+and Saez-Rodriguez J. 2022. decoupleR: Ensemble of computational methods
+to infer biological activities from omics data. Bioinformatics Advances.
+<https://doi.org/10.1093/bioadv/vbac016>
diff --git a/docs/source/reference.rst b/docs/source/reference.rst
@@ -1,10 +1,10 @@
 Reference
 ----------
 
-.. [decoupleR] Badia-i-Mompel P., Vélez J., Braunger J., Geiss C., Dimitrov D., 
+.. [decoupler] Badia-i-Mompel P., Vélez Santiago J., Braunger J., Geiss C., Dimitrov D., 
     Müller-Dott S., Taus P., Dugourd A., Holland C.H., Ramirez Flores R.O. and 
-    Saez-Rodriguez J. (2021), **decoupleR: Ensemble of computational methods to infer biological activities 
-    from omics data**, `bioRxiv 2021.11.04.467271 <https://doi.org/10.1101/2021.11.04.467271>`__.
+    Saez-Rodriguez J. (2022), **decoupleR: Ensemble of computational methods to infer biological activities 
+    from omics data**, `Bioinformatics Advances <https://doi.org/10.1093/bioadv/vbac016>`__.
     
 .. [Omnipath] Türei, D., Valdeolivas, A. et al. (2020), **Integrated intra- and intercellular signaling 
     knowledge for multicellular omics analysis.**, `Molecular Systems Biology 17:e9923. <https://doi.org/10.15252/msb.20209923>`__.