diff --git a/site/4_publications.md b/site/4_publications.md
index fe7e305f..d8755fba 100644
--- a/site/4_publications.md
+++ b/site/4_publications.md
@@ -15,7 +15,7 @@
__Daniel C. Pineda Rodriguez__, __Kyle C. Weber__, __Belen Sundberg__, and __Anum Glasgow__. [MAGPIE: an interactive tool for visualizing and analyzing protein-ligand interactions.](https://www.biorxiv.org/content/10.1101/2023.09.04.556273v2) Accepted at *Protein Science*, May 2024.
-Check out MAGPIE on Google CoLab [here](https://colab.research.google.com/github/glasgowlab/MAGPIE/blob/GoogleColab/MAGPIE_COLAB.ipynb).
+*Check out MAGPIE on Google CoLab [here](https://colab.research.google.com/github/glasgowlab/MAGPIE/blob/GoogleColab/MAGPIE_COLAB.ipynb).*