diff --git a/README.md b/README.md
index 610bb0f..92b7924 100644
--- a/README.md
+++ b/README.md
@@ -39,15 +39,15 @@ Created and maintained by Jonas Windhager [jonas.windhager@uzh.ch](mailto:jonas.
 
 Please cite the following paper when using napari-imc in your work:
 
-> Windhager J, Bodenmiller B, Eling N (2021). An end-to-end workflow for multiplexed image processing and analysis. bioRxiv. doi: https://doi.org/10.1101/2021.11.12.468357.
-
-    @article{Windhager2021,
-      author = {Windhager, Jonas and Bodenmiller, Bernd and Eling, Nils},
-      title = {An end-to-end workflow for multiplexed image processing and analysis},
-      year = {2021},
-      doi = {10.1101/2021.11.12.468357},
-      URL = {https://www.biorxiv.org/content/early/2021/11/13/2021.11.12.468357},
-      journal = {bioRxiv}
+>  Windhager, J., Zanotelli, V.R.T., Schulz, D. et al. An end-to-end workflow for multiplexed image processing and analysis. Nat Protoc (2023). https://doi.org/10.1038/s41596-023-00881-0
+
+    @article{Windhager2023,
+        author = {Windhager, Jonas and Zanotelli, Vito R.T. and Schulz, Daniel and Meyer, Lasse and Daniel, Michelle and Bodenmiller, Bernd and Eling, Nils},
+        title = {An end-to-end workflow for multiplexed image processing and analysis},
+        year = {2023},
+        doi = {10.1038/s41596-023-00881-0},
+        URL = {https://www.nature.com/articles/s41596-023-00881-0},
+        journal = {Nature Protocols}
     }
 
 ## Contributing