Update README.md

Update citations

Author: RalfG

README.md

@@ -46,7 +46,7 @@ DDA-PASEF data from timsTOF instruments. TIMS²Rescore makes use of new MS²PIP
 timsTOF fragmentation and IM2Deep for ion mobility separation. Bruker .d and miniTDF spectrum
 files are directly supported through the [timsrust](https://github.com/MannLabs/timsrust) library.
 
-Checkout our [preprint](https://doi.org/10.1101/2024.05.29.596400) for more information and the
+Checkout our [paper](https://doi.org/10.1021/acs.jproteome.4c00609) for more information and the
 [TIMS²Rescore documentation][tims2rescore] to get started.
 
 ## Citing
@@ -67,7 +67,7 @@ Checkout our [preprint](https://doi.org/10.1101/2024.05.29.596400) for more info
 
 > **TIMS²Rescore: A DDA-PASEF optimized data-driven rescoring pipeline based on MS²Rescore.**
 > Arthur Declercq*, Robbe Devreese*, Jonas Scheid, Caroline Jachmann, Tim Van Den Bossche, Annica Preikschat, David Gomez-Zepeda, Jeewan Babu Rijal, Aurélie Hirschler, Jonathan R Krieger, Tharan Srikumar, George Rosenberger, Dennis Trede, Christine Carapito, Stefan Tenzer, Juliane S Walz, Sven Degroeve, Robbin Bouwmeester, Lennart Martens, and Ralf Gabriels.
-> _bioRxiv_ (2024) [doi:10.1101/2024.05.29.596400](https://doi.org/10.1101/2024.05.29.596400) <span class="__dimensions_badge_embed__" data-doi="10.1101/2024.05.29.596400" data-hide-zero-citations="true" data-style="small_rectangle"></span>
+> _Journal of Proteome Research_ (2025) [doi:10.1021/acs.jproteome.4c00609](https://doi.org/10.1021/acs.jproteome.4c00609) <span class="__dimensions_badge_embed__" data-doi="10.1021/acs.jproteome.4c00609" data-hide-zero-citations="true" data-style="small_rectangle"></span>
 
 **Original publication describing the concept of rescoring with predicted spectra:**