diff --git a/site/4_publications.md b/site/4_publications.md
index dcba93be..bd79d57b 100644
--- a/site/4_publications.md
+++ b/site/4_publications.md
@@ -12,7 +12,7 @@
(my-label)=
## Publications
-__Daniel C. Pineda Rodriguez__, __Kyle C. Weber__, and __Anum Glasgow__. [MAGPIE: an interactive tool for visualizing and analyzing many simultaneous protein interactions with a binding partner.](https://www.biorxiv.org/content/10.1101/2023.09.04.556273v1) *bioRxiv*, September 2023. Check out MAGPIE on Google CoLab [here](https://colab.research.google.com/github/glasgowlab/MAGPIE/blob/GoogleColab/MAGPIE_COLAB.ipynb).
+__Daniel C. Pineda Rodriguez__, __Kyle C. Weber__, __Belen Sundberg__, and __Anum Glasgow__. [MAGPIE: an interactive tool for visualizing and analyzing many simultaneous protein interactions with a binding partner.](https://www.biorxiv.org/content/10.1101/2023.09.04.556273v2) *bioRxiv*, March 2024. Check out MAGPIE on Google CoLab [here](https://colab.research.google.com/github/glasgowlab/MAGPIE/blob/GoogleColab/MAGPIE_COLAB.ipynb).