diff --git a/CITATION.cff b/CITATION.cff
index 8bd7133d..c7153f06 100644
--- a/CITATION.cff
+++ b/CITATION.cff
@@ -46,12 +46,15 @@ identifiers:
     description: Zenodo
   - type: doi
     value: 10.1101/2022.02.16.480748
-    description: bioRxiv
+    description: bioRxiv preprint
+  - type: doi
+    value: 10.1093/bioinformatics/btae088
+    description: Publication
 preferred-citation:
   type: article
   title: "Bioframe: Operations on Genomic Intervals in Pandas Dataframes"
   authors:
-    - given-names: Open2C
+    - family-names: Open2C
     - given-names: Nezar
       family-names: Abdennur
       orcid: 'https://orcid.org/0000-0001-5814-0864'
@@ -60,9 +63,11 @@ preferred-citation:
       orcid: "https://orcid.org/0000-0001-5905-6517"
     - given-names: Ilya
       family-names: Flyamer
+      name-suffix: M
       orcid: "https://orcid.org/0000-0002-4892-4208"
     - given-names: Aleksandra
       family-names: Galitsyna
+      name-suffix: A
       orcid: "https://orcid.org/0000-0001-8969-5694"
     - given-names: Anton
       family-names: Goloborodko
@@ -73,6 +78,7 @@ preferred-citation:
     - given-names: Sergey
       family-names: Venev
       orcid: "https://orcid.org/0000-0002-1507-7460"
-  journal: bioRxiv
-  year: 2022
-  doi: "10.1101/2022.02.16.480748"
+  journal: Bioinformatics
+  year: 2024
+  url: "https://doi.org/10.1093/bioinformatics/btae088"
+  doi: "10.1093/bioinformatics/btae088"
diff --git a/README.md b/README.md
index b2f6bfa3..0b357cd0 100644
--- a/README.md
+++ b/README.md
@@ -97,11 +97,11 @@ See this [jupyter notebook](https://github.com/open2c/bioframe/tree/master/docs/
 If you use ***bioframe*** in your work, please cite:  
 
 ```bibtex
-@article{bioframe_2022,
-author = {Open2C and Abdennur, Nezar and Fudenberg, Geoffrey and Flyamer, Ilya and Galitsyna, Aleksandra and Goloborodko, Anton and Imakaev, Maxim and Venev, Sergey},
-doi = {10.1101/2022.02.16.480748},
-journal = {bioRxiv},
+@article{bioframe_2024,
+author = {Open2C and Abdennur, Nezar and Fudenberg, Geoffrey and Flyamer, Ilya M and Galitsyna, Aleksandra A and Goloborodko, Anton and Imakaev, Maxim and Venev, Sergey},
+doi = {10.1093/bioinformatics/btae088},
+journal = {Bioinformatics},
 title = {{Bioframe: Operations on Genomic Intervals in Pandas Dataframes}},
-year = {2022}
+year = {2024}
 }
 ```