"..based on a common wavefront design that can be adapted to support a variety of dynamic programming algorithms: local, global, and semi-global alignment of genomic and protein sequences with a variety of commonly used scoring schemes" from @martinsteinegger.bsky.social andco

New preprint🚨 Imagine (re)designing a protein via inverse folding. AF2 predicts the designed sequence to a structure with pLDDT 94 & you get 1.8 Å RMSD to the input. Perfect design? What if I told u that the structure has 4 solvent-exposed Trp and 3 Pro where a Gly should be? Why to be wary🧵👇

💾 Prokka 1.15.6 is released! This is the last major release of Prokka. But don't be sad, because @oschwengers.bsky.social already has an excellent replacement called Bakta you can migrate to. #bioinformatics #microbiology #genomics github.com/tseemann/pro...

Congratulations, Julia Mahamid! Julia Mahamid receives the @dfg.de Leibniz Prize for her work on structural cell biology! #LeibnizPreis

Been excited about this one for a while! What would you do with a new alphabet and the wealth of protein sequence bioinformatics at your disposal? We're also around at #EMBOComp3D Heidelberg and MLSB Copenhagen this week to discuss

Fresh from bioRxiv our latest work introducing The Embedded Alphabet (TEA), a powerful new representation for protein sequences obtained by discretising ESM2 embeddings into 20 characters. Pre-print: www.biorxiv.org/content/10.1... 🧵👇(1/n)

Reliable Identification of Homodimers Using AlphaFold https://www.biorxiv.org/content/10.1101/2025.11.27.691011v1

mim: A lightweight auxiliary index to enable fast, parallel, gzipped FASTQ parsing https://www.biorxiv.org/content/10.1101/2025.11.24.690271v1

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-...

I knew early on I wanted to work with computers, but because of dyslexia I ended up in a lower-tier German school. The career office said a tech job wasn’t realistic. I ignored that, took a convoluted path into university, discovered bioinformatics, got hooked on algorithms&proteins, and became a PI

New preprint! We measured temperature- and pH-induced aggregation for over 18,000 natural and de novo designed protein domains!

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)

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. 🇫🇷

📖Latest from the lab: Evo. characterization #antiviral #SAMD9/9L across #kingdoms🚶‍♀️🦍🦠🧫🖥️: ancient #convergence + #adaptations @natecoevo.nature.com Led by amazing Alexandre Legrand +major contributions by Rémi Demeure & Amandine Chantharath @ciri-lyon.bsky.social 1/n www.nature.com/articles/s41...

🚨New preprint out! We present a foundational genomic resource of human gut microbiome viruses. It delivers high-quality, deeply curated data spanning taxonomy, predicted hosts, structures, and functions, providing a reference for gut virome research. (1/8) www.biorxiv.org/content/10.1...

UniProt is changing its reference proteomes resource. Reference proteomes will remain in UniProtKB, while others will move to UniParc. Read more about these changes: www.ebi.ac.uk/about/news/u... 🧬 🖥️ Uniprot is a collaboration between EMBL-EBI, @sib.swiss & the Protein Information Resource.

🚀 Looking for talented PhD students! Join us in 🇸🇬 Singapore for 1-2 years to push the frontiers of AI for Genomics. Work on: 🧬 Cancer genome reconstruction 🧫 Cancer genome & cell foundation models 💊 RNA drug & mRNA therapeutic design #AI #Genomics #PhD 1/5

Excited to share: DNA glycosylases are diverse antiviral effectors. They recognize phage base modifications and initiate genome destruction. A structure‑guided approach made the scope of this discovery possible! 🧪 #phagesky doi.org/10.1101/2025... #phage #microbiology

#APSPM2026 is open to anyone curious about combining protein structure and evolution. Learn where to start in our workshops and discover how structure meets phylogenetics. Feb 15 - 18, 2026 Brisbane, Australia Register here: biosig.lab.uq.edu.au/strphy26/reg... (in-person only)

New lab preprint! @zestytoast.bsky.social tagged a scarce mycobacterial protein in M. smegmatis with TwinStep but got… something? @kjamali.bsky.social's ModelAngelo built models & @martinsteinegger.bsky.social's FoldSeek IDed them as the biotin-containing MCC & LCC complexes 🧵 tinyurl.com/ukny4ptz

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👇

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...

Looks like OpenFold3 has been formally released in a public "preview". Not quite on parity with AlphaFold3 on a few benchmarks shown, in particular for antibody interactions. All info on the github link. I am sure we will hear more about this from the developers github.com/aqlaboratory...

We can’t wait to welcome you to sunny Brisbane. Home to world-class research and a vibrant scientific community. Join us at the University of Queensland for #APSPM2026 to discuss how protein structure and evolution come together #StrPhy26

Chris Sanders is now in bsky. Welcome!

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/🧵

End-to-end protein design in the browser through evedesign. Generate and interactively explore designs in 2D/3D and export them as codon-optimized DNA. The underlying open source framework (released soon) is build to easily add new methods, more on that soon. 🌐 evedesign.bio

Our Metabuli taxonomic classifier is now available as an app compatible with Windows, Linux, and macOS. It features an interactive visualization developed by @sunjaelee.bsky.social, along with improvements to Metabuli by @jbeom.bsky.social. 📄 academic.oup.com/bioinformati...

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...

Easy and interactive taxonomic profiling with Metabuli App academic.oup.com/bioinformati... 🧬🖥️🧪 github.com/steineggerla...

Which mutations rewire function of regulatory DNA? Excited to share SEAM: Systematic Explanation of Attribtuion-based Mechanisms. SEAM is an explainable AI method that dissects cis-regulatory mechanisms learned by seq2fun genomic deep learning models. Led by @EESetiz 1/N 🧵👇

You can get MSAs directly from AlphaFold DB now (alphafold.ebi.ac.uk). I also missed the FoldSeek implementation, which lets you search for structurally similar proteins direktly. This saves some clicking around. Neat!

AFDB v6 is already available in Foldseek! 🚀 search.foldseek.com foldseek databases Alphafold/UniProt50 afdb50 tmp foldseek easy-search query.cif afdb50 res.m8 tmp --cluster-search 0/1 (Reps only / all 241M) Thanks @ebi.embl.org and DeepMind for working with us to make it available to everyone.

#RECOMB2026 will be in Thessaloniki, Greece on May 26-29, 2026. Satellites on May 24-25. Save the date! Το συνέδριο #RECOMB2026 θα πραγματοποιηθεί στη Θεσσαλονίκη, στις 26-29 Μαΐου 2026. Οι δορυφορικές εκδηλώσεις θα διεξαχθούν στις 24-25 Μαΐου 2026. Σημειώστε την ημερομηνία!

We are excited to share GPN-Star, a cost-effective, biologically grounded genomic language modeling framework that achieves state-of-the-art performance across a wide range of variant effect prediction tasks relevant to human genetics. www.biorxiv.org/content/10.1... (1/n)

MMseqs2-GPU sets new standards in single query search speed, allows near instant search of big databases, scales to multiple GPUs and is fast beyond VRAM. It enables ColabFold MSA generation in seconds and sub-second Foldseek search against AFDB50. 1/n 📄 www.nature.com/articles/s41... 💿 mmseqs.com

GPU-accelerated MMseqs2 offers tremendous speedup for homology retrieval, protein structure prediction with ColabFold, and protein structure search with Foldseek. @martinsteinegger.bsky.social @milot.bsky.social @machine.learning.bio www.nature.com/articles/s41...

EcoFoldDB: Protein Structure-Guided Functional Profiling of Ecologically Relevant Microbial Traits at the Metagenome Scale enviromicro-journals.onlinelibrary.wiley.com/doi/10.1111/...

pip install ipsae from www.linkedin.com/in/ullah-sam... www.youtube.com/watch?v=A5ph... PyPI pypi.org/project/ipsae/ His github fork github.com/ullahsamee/I... My github github.com/DunbrackLab/... Paper www.biorxiv.org/content/10.1... For designed protein binders www.biorxiv.org/content/10.1...

Preprint: Highly efficient protein structure prediction on NVIDIA RTX Blackwell and Grace-Hopper nvda.ws/4n4xzz9 Visit the NVIDIA Digital Biology Labs website to find more information like this: t.co/R9ufEZrGEA

Spacedust: a tool for de novo identification of conserved gene clusters from metagenomic data. @ruoshiz.bsky.social @milot.bsky.social www.nature.com/articles/s41...

hey bluesky 👋 visa hurdles mean I’m looking for opportunities outside the US. I’m a computational biologist (bacterial + phage genomics, postdoc in Koonin’s group @ NIH). I am interested in teaming up on funding apps. reach out if this resonates!

🌎👩‍🔬 For 15+ years biology has accumulated petabytes (million gigabytes) of🧬DNA sequencing data🧬 from the far reaches of our planet.🦠🍄🌵 Logan now democratizes efficient access to the world’s most comprehensive genetics dataset. Free and open. doi.org/10.1101/2024...

Exciting to see our protein binder design pipeline BindCraft published in its final form in @Nature ! This has been an amazing collaborative effort with Lennart, Christian, @sokrypton.org, Bruno and many other amazing lab members and collaborators. www.nature.com/articles/s41...

Does anyone know of a recent comparison of the main structural classification schemes of proteins and guidance on when to choose one? Something like this but including ECOD and perhaps seq-based schemes like Pfam, SUPERFAMILY and CDD. Img source (2020) pubmed.ncbi.nlm.nih.gov/32302382/

#structuralphylogenetics #strphy #3di

@jengreitz.bsky.social l & my lab want to co-hire a computational biologist/biostatistician with project management expertise to help map the regulatory code of the human genome and discover genetic mechanisms of disease. Details below careersearch.stanford.edu/jobs/computa... Plz RT

My favorite kinds of scientists are 1) Crazy enough to publish a paper where you give ecstasy to octopuses and study their social behavior 2) Detail-oriented enough to specify in the figure that 30 minutes is exactly 1800 seconds www.cell.com/current-biol...

If you use Boltz1/2, BioEmu, Chai1, or other MSA-dependent models, you’re likely using our ColabFold server. Please be considerate! Avoid large submissions across many IPs instead generate the MSA locally. Our server is an old-timer from 2014 and can’t handle that load.