diff --git a/content/3.defense-systems/gabija.md b/content/3.defense-systems/gabija.md
index b8f9aee15bd99f816f32a9354fbfc2e373d5e6ee..9938a07bea8d1e6dd00664a8cb15c8557e2dd88a 100644
--- a/content/3.defense-systems/gabija.md
+++ b/content/3.defense-systems/gabija.md
@@ -16,15 +16,15 @@ relevantAbstracts:
     - doi: 10.1093/nar/gkab277
     - doi: 10.1126/science.aar4120
     - doi: 10.1016/j.chom.2023.06.014
-    - doi: 10.1101/2023.05.01.538945
-    - doi: 10.1101/2023.05.01.538930
+    - doi: 10.1038/s41586-023-06855-2 
+    - doi:  10.1038/s41586-023-06869-w
 ---
 
 # Gabija
 
 ## Description
 
-Gabija is named after the Lithuanian spirit of fire, protector of home and family. It is a two gene defense system found in 8.5% of the 4360 bacterial and archeal genomes that were initially analyzed :ref{doi=10.1126/science.aar4120}. Both proteins are necessary for defense and are forming a heteromeric octamer complex: GajA forms a central tetramer surrounded by two GajB dimers ref:{doi=10.1101/2023.05.01.538945,10.1093/nar/gkad951}. A phage protein inhibiting Gabija function was described, Gabidja anti defense 1 (Gad1) :ref{doi=10.1101/2023.05.01.538945,10.1101/2023.05.01.538930}.
+Gabija is named after the Lithuanian spirit of fire, protector of home and family. It is a two gene defense system found in 8.5% of the 4360 bacterial and archeal genomes that were initially analyzed in :ref{doi=10.1126/science.aar4120}. Both proteins are necessary for defense and are forming a heteromeric octamer complex: GajA forms a central tetramer surrounded by two GajB dimers :ref{doi=10.1038/s41586-023-06855-2 ,10.1093/nar/gkad951}. A phage protein inhibiting Gabija function was described, Gabidja anti defense 1 (Gad1) :ref{doi=10.1038/s41586-023-06855-2 , 10.1038/s41586-023-06869-w}.
 
 ## Molecular mechanism