From 03316741fc68c7bf046d8b8d3564587ca9ef810a Mon Sep 17 00:00:00 2001
From: Anum Azam Glasgow <anumazam@gmail.com>
Date: Sun, 5 May 2024 14:05:56 -0400
Subject: [PATCH] Update 4_publications.md

---
 site/4_publications.md | 7 +++++--
 1 file changed, 5 insertions(+), 2 deletions(-)

diff --git a/site/4_publications.md b/site/4_publications.md
index 50d92ec0..fe7e305f 100644
--- a/site/4_publications.md
+++ b/site/4_publications.md
@@ -12,8 +12,11 @@
 (my-label)=
 ## Publications
 
-__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) *bioRxiv*, March 2024. 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 protein-ligand interactions.](https://www.biorxiv.org/content/10.1101/2023.09.04.556273v2) Accepted at *Protein Science*, May 2024.
+<br/>
+<br/>
+Check out MAGPIE on Google CoLab [here](https://colab.research.google.com/github/glasgowlab/MAGPIE/blob/GoogleColab/MAGPIE_COLAB.ipynb).
+<br/>
 <br/>
 <br/>