diff --git a/Dockerfile b/Dockerfile
index ab3f5dc32d..5e289aee8d 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -394,14 +394,18 @@ RUN ./install_bioc.r \
 
 RUN R -e "remotes::install_github('d3b-center/annoFuse',ref = 'c6a2111b5949ca2aae3853f7f34de3d0db4ffa33', dependencies = TRUE)"
 
-# Packages for RNA-seq differential gene expression analysis
+# Package for RNA-seq differential gene expression analysis
 RUN ./install_bioc.r \
     DESeq2
 
-# Packages for remove unwanted variation from RNA-Seq data
+# Package for removing unwanted variation from RNA-Seq data
 RUN ./install_bioc.r \
     RUVSeq
 
+# Package for querying gene IDs and symbols
+RUN ./install_bioc.r \
+    mygene
+
 #### Please install your dependencies immediately above this comment.
 #### Add a comment to indicate what analysis it is required for