ProteinTTT is now easy to run on Hugging Face Spaces and Google Colab. We’ll also be presenting the paper at ICLR 2026 🇧🇷
🤗 Hugging Face Space: huggingface.co/spaces/pimen...
⚙️ Google Colab: colab.research.google.com/drive/1l_h7c...
🧵👇
Two-panel calibration plot (two benchmark dimer datasets) comparing predicted interchain contact-probability bins (x-axis) with the observed fraction of native interfacial contacts (y-axis). Points follow the diagonal, indicating close agreement between predicted probabilities and true interface-contact fractions.
My first manuscript in MPI colours! With @tothpetroczylab.bsky.social, we show that AlphaFold PAE-derived contact probabilities are well calibrated to the fraction of true interface contacts across experimentally determined protein dimers.
www.biorxiv.org/content/10.6...
Can't wait to release a 10-year-old birthday version for SeqKit!
- 10 years
- 2 papers, 3500 citations
- 20 contributors
- 40 subcommands
- 880 commits
- 500 issues
- 685.5K Bioconda total downloads
Thank you all, dear contributors and users!
I'll keep maintaining it.
github.com/shenwei356/s...
At the 132nd Internat. Titisee Conference on Biology 2.0: The AI Revolution in Biology & Medicine
From sequence→function models 🧬
to protein & generative structure models 🧪
to AI of cell states & perturbations 🧫
Great science, great friends, beautiful lake. Thanks @BIFonds!
New version of our preprint on bioRxiv about bioRxiv up. Now that’s what I call a revision – 6 years after the first version!
It has new data about our progress and highlights from a massive user survey. 1/n
www.biorxiv.org/content/10.1...
Can we simulate realistic evolutionary trajectories and “replay the tape of life”? In this work, we propose a flexible, generalizable deep learning framework for modeling how the entire protein sequence evolves over time while capturing complex interactions across sites. 1/n
doi.org/10.64898/202...
Our new review on genome annotation just appeared in @naturerevgenet.bsky.social, with a particular focus on the human genome, with Hayden Ji and Mihaela Pertea: rdcu.be/e4mI1
Introducing The Structural History of Eukarya (SHE): The first proteome-scale phylogeny constructed entirely from 3D structure.
We computed 300 trillion alignments across 1,542 species to map the tree of life. 🧵👇 (1/5)
Please spread the word:
We invite applications to a two-week Computational Biology workshop in Singapore, June 14-27.
This NSF-funded workshop brings together 16-20 US grad students with international peers.
Apply by March 21: compbioasia.net
🧵 Details below:
Distance-Restraint-Guided Diffusion Models for Sampling Protein Conformational Changes and Ligand Dissociation Pathways
Tatsuki Hori, Yoshitaka Moriwaki, Ryuichiro Ishitani
www.biorxiv.org/content/10.6...
Our new preprint is out.
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...
Can ever-increasing sequence databases improve phylogenetic reconstruction of a gene family? Our new preprint introduces AmpliPhy, a pipeline that automates homolog enrichment to improve gene tree inference, built on a robust phylogenomic benchmark scheme. 🧵1/n
📃 doi.org/10.64898/2026.01.26.701724
Milot’s venture into establishing his own lab is incredibly excitinge. I highly recommend to join Milot on his mission to advance molecular biology through open-source bioinformatics.
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
This is very sad news
'It is with great sadness that EMBL announces that Interim Director General Professor Peer Bork passed away from natural causes on 16 January 2026.'
www.embl.org/news/embl-an...
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/...
Happy to share that our work on HLp, a bacterial histone from Leptospira perolatii, is now published in Nature Communications 🎉
In this study, we show that HLp forms stable tetramers that wrap ~60 bp of DNA, revealing a distinct histone–DNA organization in bacteria.
www.nature.com/articles/s41...
From Sameer Velankar & colleagues in @narjournal.bsky.social #NARDatabaseIssue | PDBe: enhanced structural data exploration to facilitate discovery | #Bioinformatics #Database #OpenScience #Proteomics #PDB 🧬 🖥️🧪🔓
⬇️
academic.oup.com/nar/advance-...
Today marks one year since the Dec. 3, 2024 martial law declaration that rocked South Korea and still reverberates today. What’s on my mind today is the grit of South Koreans who rushed to the National Assembly that night, in freezing weather, to demand a return to democratic government.
We are deeply saddened to learn of the passing of Amos Bairoch. His vision and leadership helped build the foundations of today’s bioinformatics community. From the creation of essential biological databases to decades of mentorship, his influence can be felt across research groups worldwide.
LoL-align: sensitive and fast probabilistic protein structure alignment https://www.biorxiv.org/content/10.1101/2025.11.24.690091v1
From Sameer Velankar & colleagues in @narjournal.bsky.social #NARDatabaseIssue | #AlphaFold #Protein #Structure #Database 2025: a redesigned interface and updated structural coverage | #Bioinformatics #Proteomics #OpenScience #AFDB 🧪🔓 CC/ @ebi.embl.org
⬇️
academic.oup.com/nar/advance-...
A few py2Dmol updates 🧬
py2dmol.solab.org
Integration with AlphaFoldDB (will auto fetch results). Drag and drop results from AF3-server or ColabFold for interactive experience! (1/4)
Congrats Spyro!
Guess the news is officially out! Extremely excited to announce that I will be starting my own laboratory at Institut Pasteur @pasteur.fr this coming spring!
Slight change to my office window view from Tokyo Tower🗼 to the Tour Eiffel. 🇫🇷
I want to spell this out in case the implications aren't clear:
This means all public tools/webapps of GISAID data (all the ones you've been used to seeing thru the pandemic, as far as we can tell) are prohibited.
The file allowed this. Cut that - cut off all tools the public & others were using.
OpenFold3-preview (OF3p) is out: a sneak peek of our AF3-based structure prediction model. Our aim for OF3 is full AF3-parity for every modality. We now believe we have a clear path towards this goal and are releasing OF3p to enable building in the OF3 ecosystem. More👇
DIAMOND v2.1.15 now supports all taxonomy features for BLAST databases, and support for using BLAST databases has also been added to the Bioconda version github.com/bbuchfink/di...
Our new preprint is out. Our group performed a comprehensive protein–protein complex prediction within 2,437 biosynthetic gene clusters. We predicted a total of 487,828 complexes for known BGCs, identifying 15,438 heteromeric interactions with an ipTM ≥ 0.6. (2/3)
www.biorxiv.org/content/10.1...
Working on the protein-hunter-chai google colab notebook. 😈
@yehlincho.bsky.social
