diff --git a/README.md b/README.md
index c5e0bf9..cf775a0 100644
--- a/README.md
+++ b/README.md
@@ -17,7 +17,7 @@ deployed via docker-compose
 
 ## Citation
 
-A pre-print of the related manuscript can be found at [biorxiv](https://www.biorxiv.org/content/10.1101/2021.04.13.439667v1).
+Please cite [Reisle, C. et al. A platform for oncogenomic reporting and interpretation. Nat. Commun. 13, 1–11 (2022)](https://www.nature.com/articles/s41467-022-28348-y)
 
 ## Building the Docs (Developers)
 
diff --git a/docs/faq.md b/docs/faq.md
index a22bb89..64a859d 100644
--- a/docs/faq.md
+++ b/docs/faq.md
@@ -21,7 +21,7 @@ in the demo database it would result in the following matches
 
 ## How do I cite PORI?
 
-Please cite the following pre-print [Reisle, et. al. 2021](https://www.biorxiv.org/content/10.1101/2021.04.13.439667v1).
+Please cite [Reisle, C. et al. A platform for oncogenomic reporting and interpretation. Nat. Commun. 13, 1–11 (2022)](https://www.nature.com/articles/s41467-022-28348-y)
 
 ## How Can I Migrate Our Existing KB to GraphKB?
 
diff --git a/docs/index.md b/docs/index.md
index 6b59b81..2ef238c 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -1,7 +1,7 @@
 # About
 
 The Platform for Oncogenomic Reporting and Interpretation (PORI) is an open source collection of
-software designed to support scaleable precision oncology. The platform has two main components:
+software designed to support scalable precision oncology. The platform has two main components:
 a graph knowledge base ([GraphKB](./graphkb)) and an integrated pipeline reporting application ([IPR](./ipr)). This site
 contains central documentation for the platform as well as setup and installation instructions.
 
@@ -11,5 +11,4 @@ Click on the menu icon (:material-menu:) to see a full table of contents for thi
 
 ## Citation
 
-A pre-print of the related manuscript can be found at
-[biorxiv](https://www.biorxiv.org/content/10.1101/2021.04.13.439667v1).
+Please cite [Reisle, C. et al. A platform for oncogenomic reporting and interpretation. Nat. Commun. 13, 1–11 (2022)](https://www.nature.com/articles/s41467-022-28348-y)