Yasset Perez-Riverol
ypriverol.bsky.social
Yasset Perez-Riverol
@ypriverol.bsky.social
Team Coordinator Proteomics Services, EMBL-EBI.
omics, data science, and coding
Lead of bigbio projects
What do I think about the data analysis info in the #SDRF
For me, SDRF is:
- Sample metadata & processing (characteristics): include as much detail as possible.
- Data metadata (comment): capture everything about data acquisition.

Anything beyond that is optional & better captured in other formats.
November 28, 2025 at 11:49 AM
We’ve been considering creating an announcement mailing list for #PRIDE @pride-ebi.bsky.social; to share new features, releases, datasets, known issues, and more.

If you think this would be useful, please Like and RT!
November 22, 2025 at 11:21 AM
Reposted by Yasset Perez-Riverol
In case you missed the live #THEProteomicsShow with me and Ben Orsburn @proteomicsnews.bsky.social, it was pretty fun. HUGE thanks to the organizers of #HUPO2025 for inviting us, and for Ken Weke (Univ. of Victoria) for being our guest. Definitely check it out wherever you get podcasts, or here:
The Proteomics Show • A podcast on Spotify for Creators
Ben Orsburn and Ben Neely co-host a podcast series in a “fireside chat” format with prestigious proteomics researchers. The guests are great, the hosts are questionable.
anchor.fm
November 14, 2025 at 2:03 PM
This will be super fun. #HUPO2025.
Join us for the Bioinformatics Hub Session about Proteobench next week at this years @hupo-org.bsky.social World Congress in Toronto!
November 4, 2025 at 2:54 PM
Reposted by Yasset Perez-Riverol
Join us for the Bioinformatics Hub Session about Proteobench next week at this years @hupo-org.bsky.social World Congress in Toronto!
November 4, 2025 at 1:45 PM
Vladimir Gorshkov manage to put in place the first release for #ThermoRawFileParser (TRFP) with dotnet support, not need for mono anymore. This is TRFP 2.0dev, if you are using this tool, please test/test, we want to release 2.0 including #bioconda and #biocontainer github.com/CompOmics/Th...
Release v2.0.0-dev · CompOmics/ThermoRawFileParser
Development release of version 2.0.0 for public testing Code is fully migrated to .NET 8, thus, Mono dependency is obsolete Added an action for automatic building and testing on all code changes A...
github.com
October 29, 2025 at 1:28 PM
Annotating a PRIDE dataset and came across an interesting case — a sample source measured on two different instruments. I tend to annotate them as different biological replicates (different measures, same source), not technical ones. How would you handle this?
October 28, 2025 at 4:14 PM
Looking for feedback. How do you guys does feature intensity normalization? Median across entire experiment? Median by sample, it depends of the experiments?
October 23, 2025 at 6:08 PM
We are #hiring! 🚀

#PRIDE team is looking for a developer to build its future infrastructure. Our focus in a nutshell: #bigdata, single cell proteomics #SCP, & an #AI-oriented platform. Join us to shape the future of open proteomics data!

embl.wd103.myworkdayjobs.com/EMBL/job/Hin...
Software Developer
You will contribute to the development of core database applications, web services, data ingestion workflows, and the PRIDE Web platform as part of the PRIDE ecosystem. Working closely with the team, ...
embl.wd103.myworkdayjobs.com
October 23, 2025 at 1:38 PM
Some researchers get their boost from papers or grants.
My adrenaline rush comes from pull requests and seeing others use our tools.
I got two happiness shots today:
- www.nature.com/articles/s41... using #quantms
- github.com/PRIDE-Archiv... new PR to #pridepy tool
☕🔥
Activity-targeted metaproteomics uncovers rare syntrophic bacteria central to anaerobic community metabolism - Nature Microbiology
An approach combining BONCAT, stable isotope probing and metaproteomics showcases the hidden metabolic interconnectivity of microorganisms within an anaerobic digestion community.
www.nature.com
October 22, 2025 at 6:55 PM
Reposted by Yasset Perez-Riverol
Open-Source and FAIR in relation to Proteomics to speed up research and innovation, from KTH (@lukaskall.bsky.social) and others

pubs.acs.org/doi/10.1021/...
Open-Source and FAIR Research Software for Proteomics
Scientific discovery relies on innovative software as much as experimental methods, especially in proteomics, where computational tools are essential for mass spectrometer setup, data analysis, and interpretation. Since the introduction of SEQUEST, proteomics software has grown into a complex ecosystem of algorithms, predictive models, and workflows, but the field faces challenges, including the increasing complexity of mass spectrometry data, limited reproducibility due to proprietary software, and difficulties integrating with other omics disciplines. Closed-source, platform-specific tools exacerbate these issues by restricting innovation, creating inefficiencies, and imposing hidden costs on the community. Open-source software (OSS), aligned with the FAIR Principles (Findable, Accessible, Interoperable, Reusable), offers a solution by promoting transparency, reproducibility, and community-driven development, which fosters collaboration and continuous improvement. In this manuscript, we explore the role of OSS in computational proteomics, its alignment with FAIR principles, and its potential to address challenges related to licensing, distribution, and standardization. Drawing on lessons from other omics fields, we present a vision for a future where OSS and FAIR principles underpin a transparent, accessible, and innovative proteomics community.
pubs.acs.org
October 10, 2025 at 12:30 PM
Im back from China today. Talk to a lot of users of #PRIDE and had the time to spend time with collaborators in the field and gather a lot of feedback. My first code commit today was to enable for pridepy, to download datasets from #ProteomeXchange that are in iprox. github.com/PRIDE-Archiv...
Release v0.0.9 - ProteomeXchange downloads added · PRIDE-Archive/pridepy
What's Changed small changes in the manuscript by @ypriverol in #65 JOSS citation added. by @ypriverol in #66 ProteomeXchange support by @ypriverol in #67 add to README by @ypriverol in #68 Full...
github.com
October 16, 2025 at 3:06 PM
New release of pmultiqc v0.0.34 🚀🎉. github.com/bigbio/pmult..., highlights:
- A new contributor, Chris Bielow
- MaxDIA support, thanks @maxquant.bsky.social pmultiqc.quantms.org/MaxDIA/multi...
- DIANN reports way deeper thanks @vadim-demichev.bsky.social pmultiqc.quantms.org/DIANN/multiq...
Release v0.0.34 - DIANN and MaxDIA support · bigbio/pmultiqc
What's Changed fix bugs and add plots for mzid by @yueqixuan in #295 Multiple fix in mzidentml by @ypriverol in #296 MaxQuant: Fix NaN intensity errors by @cbielow in #304 Fix bug in proteobench_u...
github.com
September 12, 2025 at 12:47 PM
Reposted by Yasset Perez-Riverol
We love quantms!! Amazing resource, and open source of course!
September 10, 2025 at 2:28 PM
I just saw this manuscript from @lindsaykpino.com @willfondrie.com @jspaezp.bsky.social Native, Spatiotemporal Profiling of the Global Human Regulome www.biorxiv.org/content/10.1... using #quantms. It just made my day!!! So glad hours of coding are used by others. Thanks guys
Native, Spatiotemporal Profiling of the Global Human Regulome
The regulome, comprising transcription factors, cofactors, chromatin remodelers, and other regulatory proteins, forms the core machinery by which cells interpret signals and execute gene expression pr...
www.biorxiv.org
September 10, 2025 at 2:13 PM
Reposted by Yasset Perez-Riverol
First results from Olink Reveal: pubs.acs.org/doi/10.1021/.... Ground-truth data in PRIDE (www.ebi.ac.uk/pride/archiv...) and analysis code on OSF (osf.io/as4gv).
September 9, 2025 at 3:49 PM
Major release of @pride-ebi.bsky.social submission tool:
- Smarter Java setup — bundled JRE
- Reliable file transfer logging with Aspera, FTP.
- Clearer instructions and troubleshooting in the README
- Automated releases through GitHub Actions, so updates are consistent
github.com/PRIDE-Archiv...
Release v2.10.4 · PRIDE-Archive/px-submission-tool
🚀 PX Submission Tool v2.10.4 📦 Downloads Versioned: px-submission-tool-v2.10.4.zip Latest: px-submission-tool-latest.zip (always points to current version) 🔗 Universal Links Latest Release: http...
github.com
September 5, 2025 at 9:10 AM
One day at the Cell-Matrix workshop in London. So many discussions about FAIR principles, Cell Atlases, and metadata. A lot of interest in #quantms, our formats #SDRF #quantms.io. Thanks to Alexandra Naba for the invitation. I took a lot of comments and feedback about @pride-ebi.bsky.social .
September 1, 2025 at 5:53 PM
#quantms used in metaproteomics studies www.biorxiv.org/content/10.1.... 🚀 We continue to be committed to maintaining the tool, #opensource #openaccess #openeverything. !!! So happy to see our work used by others.
Activity-targeted metaproteomics enhances the ecophysiological characterization of cryptic syntrophic metabolisms
Syntrophic microbial consortia can contribute significantly to the activity and function of anoxic ecosystems, yet are often too rare to study their in situ physiologies using traditional molecular me...
www.biorxiv.org
August 30, 2025 at 7:43 PM
Thanks to both Ben @proteomicsnews.bsky.social & @benneely.com for a great chat on ProteomeXchange, HUPO-PSI, #quantms, formats, and PRIDE. I shared my personal view on open data, availability & standards. Feeling privileged to work at EMBL-EBI/PRIDE and grateful to keep learning from my colleagues.
This week’s #THEProteomicsShow continues to explore #AltProteomics, but this time more about the data. Ben @proteomicsnews.bsky.social and I sat down with Yasset @ypriverol.bsky.social and talked about non-mass spec data and related aspects. Find it wherever you find fine podcasts and enjoy!
August 15, 2025 at 2:37 PM
Reposted by Yasset Perez-Riverol
Sneakpeak at this week's episode!
August 11, 2025 at 2:46 PM
🚀 Release Day Alert! The brand-new #pmultiqc service is LIVE: www.ebi.ac.uk/pride/servic... 🎉 Instantly generate QC reports for #quantms, #DIANN, #MaxQuant & @pride-ebi.bsky.social datasets. Reviewing @pride-ebi.bsky.social quality data is super easy — all powered by pmultiqc: pmultiqc.quantms.org 🔥
PMultiQC - Proteomics MultiQC Analysis
www.ebi.ac.uk
August 11, 2025 at 12:32 PM
The @pride-ebi.bsky.social infrastructure will undergo scheduled maintenance from 19th to 21st August 2025. During this period, data submissions will remain available, but project accessions will not be released until the maintenance is complete on 21st August.
August 5, 2025 at 7:48 PM
Reposted by Yasset Perez-Riverol
🚀 We’ve launched the new MassBank! Now live at massbank.eu & massbank.jp — redesigned with a faster backend, better search, and powerful tools for exploring & sharing mass spectral data. Enjoy the fresh experience! Feedback and ideas welcome, please post them on github.com/MassBank/Mas...
July 16, 2025 at 6:57 PM
Reposted by Yasset Perez-Riverol
Excited to be one of the guest editors! We’re calling for papers on cutting-edge #proteomics and #metabolomics in #multiomics research. Looking forward to your submissions!
I'm co-editing a special issue at Genome Biology with @fcyucn.bsky.social: "Advances in Proteomics and Metabolomics." We're seeking innovative research that enhances the visibility and impact of #proteomics & #metabolomics in the context of #Multiomics. www.biomedcentral.com/collections/...
July 15, 2025 at 6:21 AM