Update README.md

README.md

@@ -38,11 +38,13 @@ Key steps in data preparation:
 ## Citation
 
 ```bibtex
-@article{refahi2024scorpio,
-  title={Scorpio: Enhancing Embeddings to Improve Downstream Analysis of DNA sequences},
-  author={Refahi, Mohammadsaleh and Sokhansanj, Bahrad A and Mell, Joshua Chang and Brown, James and Yoo, Hyunwoo and Hearne, Gavin and Rosen, Gail},
-  journal={bioRxiv},
-  pages={2024--07},
-  year={2024},
-  publisher={Cold Spring Harbor Laboratory}
+@article{refahi2025enhancing,
+  title={Enhancing nucleotide sequence representations in genomic analysis with contrastive optimization},
+  author={Refahi, Mohammadsaleh and Sokhansanj, Bahrad A and Mell, Joshua C and Brown, James R and Yoo, Hyunwoo and Hearne, Gavin and Rosen, Gail L},
+  journal={Communications Biology},
+  volume={8},
+  number={1},
+  pages={517},
+  year={2025},
+  publisher={Nature Publishing Group UK London}
 }