diff --git a/requirements.txt b/requirements.txt
index bb655ad..081d295 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -3,7 +3,7 @@ networkx==3.2.1
 chython==1.75
 chytorch==1.60
 chytorch-rxnmap==1.4
-dgl==2.0.0
+dgl==2.1.0
 dgllife==0.3.2
 localmapper==0.1.3
 rxn-chem-utils==1.5.0