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@@ -19,10 +19,10 @@ CITEViz is intended to be used by biologists familiar with flow cytometry and wh
 
 ## Citation
 
-If you have used our package for your publications, please cite our paper: [CITE-Viz: Replicating the Interactive Flow Cytometry Workflow in CITE-Seq](https://www.biorxiv.org/content/10.1101/2022.05.15.491411v1)
+If you have used our package for your publications, please cite our paper: [CITEViz: interactively classify cell populations in CITE-Seq via a flow cytometry-like gating workflow using R-Shiny](https://doi.org/10.1186/s12859-024-05762-1)
 
 ## Usage
 
 Please use the following link to start gating on Seurat-processed CITE-Seq data:
 
-https://maxsonbraunlab.github.io/CITEViz/
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+https://maxsonbraunlab.github.io/CITEViz/