My first-author paper describing our protocol for the zero-shot de novo design of drug-binding proteins is now available as an article in Nature! Here’s what we did and what's new from the preprint posted last year 🧵 (1/10):
Everything you wanted to know about the protein chemistry behind how amino-acid changes affect the cellular abundance of proteins
Effects of residue substitutions on the cellular abundance of proteins
https://t.co/FwoD1kiF30
Excited that our work on transcription-coupled DNA repair is now published @CellCellPress! We recapitulated TC-NER in Xenopus egg extract and identified STK19 as a core repair factor that couples stalled Pol II to TFIIH. 🧬🐸
➡️ https://t.co/0SDr81nzhu
Make publication ready figures from your #AlphaFold PAE files. Works on multimer and AlphaFold 3 files. Customize colors and export as an SVG for editing in illustrator! https://t.co/6aFwXRqOKs
Excited to share that our new preprint is out! We used #AlphaFold multimer to screen 7000+ nuclear proteins to find new nucleosome acidic patch binders. Great collaboration between @FrogWalterLab and @LucasFarnung. https://t.co/CScq14Ssgw
Riding the #AlphaFold3 wave with a new analysis tool. It’s super new/unpolished, but would love to get community feedback! Extract and filter residue level interaction data from your AF3 server prediction zip files! Try it here: https://t.co/PGy6IwRdk3
So excited to share the first work from our lab. Led by @StevePilley with help from lots of amazing collaborators. A special shout out to @LyssiotisLab and @BKennedy_aging and their labs!
Introducing the SPECTRA python package!
https://t.co/a1dKDRmtGo
This package implements the spectral framework for model evaluation. All you need to get started is (1) a model, (2) a dataset, and (3) a definition of sample to sample similarity!
I just posted the first of what will be several chapters about transformers, which in the last year has been the most requested topic for the channel.
https://t.co/j1LMXSor6c
couldn’t agree more about the need for more computational biologists. More importantly, we must ensure they receive the recognition and support they deserve. Their work should never be dismissed as merely “just service”. Additionally, I’d like to remind everyone of the excellent paper titled ‘All Biology is Computational Biology’. 🧬 💻
Check out this massive study led by @GygiLab member Jonathan Van Vranken and lab alumnus @dschweppe1 to learn how thermal stability measurements and small molecule screening can be used together to tease apart the compounds' direct and indirect effects!
Our essay in Nat Cell Bio:
"Bringing computation to biology by bridging the last mile"
We argue to shift resources/rewards towards creating user-friendly software to bridge computation and biology-it yields huge returns!
@shantanuXsingh
Free author link: https://t.co/B0H1v29SBI
Wishing you could easily edit your #AlphaFold PAE plots to make publication quality figures? Try out my latest tool, a PAE viewer that allows you to easily upload, edit, and export high quality plots. https://t.co/UTpyZSLPAt.