Now AFDB allows exploration of viral structures🦠

FoldMason is out now in @science.org. It generates accurate multiple structure alignments for thousands of protein structures in seconds. Great work by Cameron L. M. Gilchrist and @milot.bsky.social. 📄 www.science.org/doi/10.1126/... 🌐 search.foldseek.com/foldmason 💾 github.com/steineggerla...

My time in @martinsteinegger.bsky.social's group is ending, but I’m staying in Korea to build a lab at Sungkyunkwan University School of Medicine. If you or someone you know is interested in molecular machine learning and open-source bioinformatics, please reach out. I am hiring! mirdita.org

Phold's manuscript is now available @narjournal.bsky.social thanks to @susiegriggo.bsky.social @npbhavya.bsky.social @vijinim.bsky.social @linsalrob.bsky.social @martinsteinegger.bsky.social @milot.bsky.social @eunbelivable.bsky.social & others not on bsky #phagesky academic.oup.com/nar/article/...

We train machine learning models on millions of proteins. But when it comes to making predictions, do we need them to understand all proteins at once? Often, we need an accurate model for the specific protein we are studying or designing. We address this with ProteinTTT arxiv.org/abs/2411.02109 1/🧵

Easy and interactive taxonomic profiling with Metabuli App. It integrates database curation, read QC, taxonomic profiling, and visualization right on your desktop. No command line, server, or internet required. Now published in Bioinformatics! 🧵1/5 doi.org/10.1093/bioi... github.com/steineggerla...

Finally we got an end-to-end structural annotation tool for phages!

Stoked to finally have a preprint out for Phold, our tool that uses protein structural information to enhance phage genome annotation #phagesky 1/n www.biorxiv.org/content/10.1...

Protein Structure Informed Bacteriophage Genome Annotation with Phold https://www.biorxiv.org/content/10.1101/2025.08.05.668817v1

Folddisco webserver result view update: - Added description texts for AFDB - Integrated TaxoView taxonomy visualization & filter by @sunjaelee.bsky.social - Inter-residue distance clustering by DBSCAN to explore motif diversity. 🌐 search.foldseek.com/folddisco 📄 www.biorxiv.org/content/10.1...

Today at 2 PM at 3DSIG #ISMBECCB2025, @nbordin.bsky.social presents our joint work on metagenomic-scale clustering and novel domain discovery in predicted structures! 📄 www.biorxiv.org/content/10.1... Also check out poster: B-50 lolalign Sensitive structural alignments by Lasse B-123 BFVD by Rachel

Our new preprint is out! www.biorxiv.org/content/10.1... In this study, we present the largest systematic analysis of microbiome structure and function, integrating 85K uniformly processed metagenomes from diverse habitats worldwide. @podlesny.bsky.social @jonas-bio.bsky.social @borklab.bsky.social

This time I didn't forget about the stickers. See you soon!

Are you a trainee interested in giving a flash talk at the Computational Structural Virology symposium? Abstracts are due in three days, on July 10!

Folddisco finds similar (dis)continuous 3D motifs in large protein structure databases. Its efficient index enables fast uncharacterized active site annotation, protein conformational state analysis and PPI interface comparison. 1/9🧶🧬 📄 www.biorxiv.org/content/10.1... 🌐 search.foldseek.com/folddisco

Hello everyone! I am pleased to share information on the first ever Computational Structural Virology Symposium, conducted August 4th on zoom and highlighting work in this emerging field. You can register for this event here: forms.gle/CNiqskMwQEuV.... Please re-post!

🦠🧬Exciting news! BFVD predicted viral protein structures are now available in @InterProDB! For the first time, explore InterPro functional annotations directly on 3D structures of viral proteins not covered by AlphaFold DB. This bridges a critical gap in structural virology research.

Unicore is now published on GBE 🚀 Unicore rapidly identifies structural single-copy core genes from input species proteomes for phylogenetic analysis. Powered by Foldseek and ProstT5, Unicore enables linear-scale structure-based phylogeny of any given set of taxa. 🧵1/n 📃 doi.org/10.1093/gbe/evaf109

We've updated our AFESM website to now include biome filtering, allowing exploration of protein structures adapted to specific environments. 🌐 afesm.foldseek.com Read more about the work in the skeetorial 🦋 bsky.app/profile/mart... or our preprint 📄 www.biorxiv.org/content/10.1...

An atlas predicting protein interactions in 11 human tissues created by @pedrobeltrao.bsky.social's team at @imsb-eth.bsky.social will help uncover cell-type specific functions, elucidate disease mechanisms, and choose safer targets for drug discovery 🧬🖥️ blog.opentargets.org/an-atlas-of-...

I cannot say anything what F stands for. I'm thrilled to present BFVD at RdRp summit, finally found right place. Thank you for organizers for inviting to this awesome meeting and city. I would appreciate any feedback and feel free to discuss in-person or cia message. Explore BFVD🧭

Guess who is invited as the keynote speaker for the session on "Data Mining & Metadata Analysis"??? It is Rayan Chikhi!!! He will introduce us to Logan. You can read the preprint here: tinyurl.com/vx4cykr7 Registrations are still open for #RdRpSummit2025!

Introducing our invited speaker for the session on 'Viral Dark Matter' we have Rachel Seongeun Kim from the Seoul National University!!!! The registrations for on-site & remote participation are still open! More info: RdRp.io #RdRpSummit2025

AFESM: a metagenomic guide through the protein structure universe! We clustered 821M structures (AFDB&ESMatlas) into 5.12M groups; revealing biome-specific groups, only 1 new fold even after AlphaFold2 re-prediction & many novel domain combos. 🧵 🌐 afesm.foldseek.com 📄 www.biorxiv.org/content/10.1...

My poster "BFVD" is on 2nd day of RECOMB😁

@eunbelivable.bsky.social presented our viral protein structure database BFVD, including the new V2 update with improved predictions using 12 recycles for higher quality structures. Check out the paper and data here: 📄 academic.oup.com/nar/article/... 🌐 bfvd.foldseek.com #RECOMB2025

📢InterPro release 105.0 is live! ✨Update to Pfam 37.3, PROSITE patterns 2025_01 PROSITE profiles 2025_01 and HAMAP 2025_01 ✨342 new entries ✨Addition of InterPro-N annotations ✨Addition of BFVD structure predictions from @martinsteinegger.bsky.social's lab Have a look: ebi.ac.uk/interpro/htt... 💻🧪🆕

Big Fantastic Virus Database (BFVD) version 2 improves 31% of predictions through 12 ColabFold recycles. PAEs and MSAs now also available for download and in the webserver. 🌐https://bfvd.foldseek.com 💾https://bfvd.steineggerlab.workers.dev/ 1/3

Metabuli App preprint is out! 💻Taxonomic classification & interactive visualization—right on your laptop 🛠️Create new databases or update existing ones with new sequences. 🧵1/5 github.com/steineggerla... www.biorxiv.org/content/10.1101/2025.03.10.642298v1

ChimeraX can run Foldseek to find similar structures, such as distantly related homologs, and analyze the results, for example, mapping all ligands onto your query structure. Here are ligands mapped onto Nipah virus G protein. www.rbvi.ucsf.edu/chimerax/dat...

🎁 Early Xmas present from your friends at the MRC-University of Glasgow Centre for Virus Research @cvrinfo.bsky.social We're thrilled to unwrap Viro3D - a comprehensive database of virus protein structures: >85,000 predicted structures from 4,400 human & animal viruses! 🦠 viro3d.cvr.gla.ac.uk

Were you looking for a protein structure database of all animal viruses with: - taxonomy, - protein and - genome coordinate annotations to browse over the holidays? (I know I was!) Viro3D is here!! #viro3d viro3d.cvr.gla.ac.uk

🚨 Call for Papers: RECOMB-seq 2025 🚨 🗓️ Dates: April 24-25, 2025 📍 Location: Seoul, South Korea Key deadlines: 🔹 Abstract registration: Jan 24, 2025 🔹 Submission: Jan 31, 2025 More details: recomb-seq.github.io/papers/

One more freshly baked BFVD website feature: Download the Multiple Sequence Alignments used to predict the structures or visualize MSA conservation directly in the webserver. 🖥️ bfvd.foldseek.com 🧬🧶

Our Big Fantastic Virus Database (BFVD) is now published NAR! It contains protein structure predictions of major viral clades, enhanced by petabase-scale homology search and it's explorable on the web. 🌐 bfvd.foldseek.com 💾 bfvd.steineggerlab.workers.dev 📄 academic.oup.com/nar/advance-...