Update README.md

README.md

@@ -27,7 +27,7 @@ PLiCat will serve as a powerful tool to facilitate the exploration of
 lipid-binding specificity and rational protein design.
 
 ---
--   **Paper**: [https://www.biorxiv.org/content/10.1101/2025.09.09.675043v1](https://www.biorxiv.org/content/10.1101/2025.09.09.675043v1)
+-   **Paper**: [https://academic.oup.com/bib/article/26/6/bbaf665/8377155](https://academic.oup.com/bib/article/26/6/bbaf665/8377155)
 -   **GitHub Repository**: [https://github.com/Noora68/PLiCat](https://github.com/Noora68/PLiCat)
 -   **Online Demo**: [https://colab.research.google.com/drive/1wGSZsy7KyYoJf2PiXzP4SVLXonl-cWb9?usp=sharing](https://colab.research.google.com/drive/1wGSZsy7KyYoJf2PiXzP4SVLXonl-cWb9?usp=sharing)
 -   **Datasets**: [https://huggingface.co/datasets/Noora68/PLiCat-0.1.0](https://huggingface.co/datasets/Noora68/PLiCat-0.1.0)
@@ -157,15 +157,13 @@ If you use the code or data in this package, please cite:
 ```bibtex
 @Article{PLiCat2025,
   author  = {Feitong Dong,Jingrou Wu},
-  journal = { },
+  journal = {Briefings in Bioinformatics},
   title   = {PLiCat:Decoding protein-lipid interactions by large language model},
   year    = {2025},
-  volume  = { },
-  number  = { },
-  pages   = { -- },
-  doi     = {doi: https://doi.org/10.1101/2025.09.09.675043 }
-  URL     = {https://www.biorxiv.org/content/10.1101/2025.09.09.675043v1},
-  eprint  = {https://www.biorxiv.org/content/10.1101/2025.09.09.675043v1.full.pdf},
+  volume  = {26},
+  issue  = {6},
+  doi     = {https://doi.org/10.1093/bib/bbaf665},
+  URL     = {https://academic.oup.com/bib/article/26/6/bbaf665/8377155}
 }
 
 ```