What if AI could invent enzymes that nature hasn’t seen? 👩🔬🧑🔬
Introducing 🪩 DISCO: Diffusion for Sequence-structure CO-design
14 rounds of directed evolution and over a year of wet lab work. That's what it took to engineer an enzyme for selective C(sp³)–H insertion, one of the most challenging transformations in organic chemistry.
DISCO surpasses this with a single plate. No pre-specified catalytic residues, no template, no theozyme, no inverse folding, just joint diffusion over protein sequence and structure.
📝 Blog: https://t.co/j9Za0JigfO
📄 Paper: https://t.co/ficrYNBBrM
💻 Code: https://t.co/p81sSwoaPH
Just a few months ago, the Baker and Garcia labs released con-concurrent preprints with incredible results. They designed de novo miniproteins that bound specific peptides presented in MHC-I.
Now let me show how you can use BindCraft at @AriaxBio to do the same thing.
New results from the lab!!!
Our recent study analyzes the archaeal SRP system, focusing on the FtsY protein's N-terminal domain. This work highlights the key role of the A domain and N-terminal alpha helices in generating the functional TC in archaea.
https://t.co/A4QkGZSSBa
AI provides a universal framework that leverages data and compute at scale to uncover higher-order patterns
Today, @arcinstitute in collaboration with @nvidia releases Evo 2—a fully open source biological foundation model trained on genomes spanning the entire tree of life 🧵
@NathalieKlein98 @patrick_pausch determine cryo-EM structures of two evolutionarily distinct type IV-A complexes (types IV-A1 and IV-A3) bound to cognate DNA-targets #CRISPR
https://t.co/PyVgqKWpof
I am happy to share that our efforts in @erblabs to integrate metabolism with TXTL to build self sustaining life like systems got one step closer. Now out in @ScienceMagazine 🥳 https://t.co/ZTjp1ELphi
Benchmarking AI-designed proteins in our lab
New AI models for designing proteins are coming out at a faster and faster pace! Just in the past two weeks, two new models were released: @diffuse_bio's DSG-1 and @EvoscaleAI‘s ESM3.
As the number of AI models increases, it becomes important for protein designers to know what model actually works best for their application.
At @adaptyvbio we just launched a series of real-world benchmarks to understand how state-of-the-art protein design models perform when tested in the lab.
For this first case study, we’re validating some de-novo designed binders from RFdiffusion by @UWproteindesign.
Read more:
https://t.co/wJJiIxqSZF
Excited to share our recent findings on @biorxiv. This is a cool story on the archaeal #VapBC toxin-antitoxin system. Many thanks for excellent collaboration with @Archaellum.
@Alejandra_ReCa @bose_institute@bhowmick_arghya
https://t.co/i9bDCD2MzG
Our paper on the structure of twitching pili from the archaeon S. acidocaldarius is finally out in Nat Comms! https://t.co/wdTZSDPYRr. Thanks the authors Matt Gaines, @S_Shamphavi, @misha_isupov, Risat Haque, @cyril_hanus, @mathewjmclaren, @the_gold_lab, @archaellum.
So excited to kick off my X journey with exciting news! Exploring the power of Type IV-A1 CRISPR-Cas systems for gene regulation and understanding plasmid targeting 🧬🔬🦠 Thanks @SelinaRust@royerht@ThanbichlerLab@RandauLab
https://t.co/cU3a3KQYrM
#CRISPR#Biotechnology
Very happy to see our story about the Type IV-A1 CRISPR-Cas system as a preprint on bioRxiv. Thank you so much @RandauLab@ThanbichlerLab & @royerht!
https://t.co/UHgF3JfrZz
If you missed our modified DNA (5mC/5hmC/6mA/4mC/dU) and RNA (m6A/pseudoU/Inosine) bases update at #nanoporeconf London Calling 2024 it is now on YouTube https://t.co/Hz8fLs1tm3
@nanopore
We're excited to announce registration and abstract submission for tRNA2024 is now open!
You can get the early bird discount until July 16.
Please check our updated official homepage https://t.co/eE11ZOb3xl.
Online @ScienceMagazine@artemnemudryi@WiedenheftLab + al show #CRISPR-guided #RNA breaks are repaired in human cells, and this RNA repair can be used for programmable editing of human transcriptomes https://t.co/KeJ9y7q9hl