Avner Schlessinger
@schlessingerlab.bsky.social
490 followers 970 following 4 posts
Computational biologist. Professor. Co-Director of Disease Mechanisms and Therapeutics Training Area https://www.schlessingerlab.org/ @IcahnMountSinai. Opinions are mine. #DrugDesign #AI
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Reposted by Avner Schlessinger
faylinphd.bsky.social
David Baker's Nobel Prize-winning lab has now designed binders to "undruggable" disordered proteins, unlocking therapeutic access to over 50% of the human proteome!

‪@uwproteindesign.bsky.social‬

Read more at GEN:
tinyurl.com/4fw6wvkm
Undruggable No More: AI Hits Disordered Proteins, Unlocks Therapy Targets
David Baker’s lab has successfully designed binders to disordered proteins, expanding therapeutic access to over 50% of the human proteome.
tinyurl.com
Reposted by Avner Schlessinger
mitocarriers.bsky.social
Proposed pH-dependent mechanism of the mitochondrial pyruvate carrier. In the outward-open state, positively charged K49 and H86 bind pyruvate, initiating conformational changes to the inward-open state. The high matrix pH deprotonates H86, allowing pyruvate to leave.
www.science.org/doi/10.1126/...
Reposted by Avner Schlessinger
martafilizola.bsky.social
Are you aiming for leadership roles in pharmaceutical, biotech, high tech, or medical device companies? Consider applying to the revamped MSBS program @GradSchoolSinai @IcahnMountSinai, featuring 1 or 2-year tracks and non-thesis options tailored for industry professionals
Reposted by Avner Schlessinger
martafilizola.bsky.social
At @GradSchoolSinai @IcahnMountSinai, we are excited to train the next generation of #datascience and #AI #professionals for #PrecisionMedicine @MountSinaiNYC
and beyond. Apply here: icahn.mssm.edu/education/ad...
Reposted by Avner Schlessinger
delalamo.xyz
Changes in the equilibrium dynamics of kinases can be observed as mutations and ligands are introduced. Authors describe & apply a workflow that combines AF2+MSA subsampling, molecular dynamics simulations, and an autoencoder for dimensionality reduction
www.biorxiv.org/content/10.1...
Overview of the computational framework employed in this study to capture generalizable dynamics in kinases and how perturbations such as ligand binding/mutations modulate conformational dynamics. The framework requires a protein sequence as input and uses the MSA subsampling approach to generate initial structural guesses (AF ensemble) using AlphaFold. These structures were then used t seed to launch independent MD simulations and finally combined together using the Markov state model (MSM) to capture conformational dynamics in kinases. In some cases, this standard workflow may not fully capture the breadth of conformational heterogeneity. To address such scenarios, we used an adaptiv sampling framework which starts with launching short MD simulations (10 ns) from an AF generated conformational ensemble. The high-dimensional data from these simulations are used to train a time-lagged autoencoder (TAE), which identifies slowly varying structural features. Clustering in the TAE’ latent space yields a “physics-refined” ensemble, and representative cluster centers are selected as starting points for further MD simulations. This expanded ensemble is then integrated into the MSM, providing a more comprehensive view of kinase conformational heterogeneity in both apo and holo states. Capturing these kinase dynamics facilitates the study of conformational allostery and reveals druggable cryptic pockets in protein–protein complexes, potentially accelerating the development of targeted therapies.
Reposted by Avner Schlessinger
nmrkaygee.bsky.social
Another outstanding story of the real-world impact of the short-sighted cuts to NIH and other federal support for the best scientific research infrastructure in the world.

www.wsj.com/articles/bio...
Bioscience Funding Confusion Threatens U.S. Innovation
‘With the current turmoil, China could surpass the U.S. in the near future,’ Nobel Prize winner David Baker warns.
www.wsj.com
Reposted by Avner Schlessinger
ebi.embl.org
🚀 #AlphaFold Database update

AlphaFold DB now integrates The Encyclopedia of Domains (TED) – a resource designed to systematically identify & classify structural domains within AlphaFold-predicted protein structures.

www.ebi.ac.uk/about/news/u...

@pdbeurope.bsky.social
Reposted by Avner Schlessinger
erictopol.bsky.social
Francis Collins, the NIH Director for 12 years, led the Human Genome Project and other NIH efforts for 32 years, resigned today. Key words from his resignation letter
www.nytimes.com/2025/03/01/u...
Reposted by Avner Schlessinger
danengw.bsky.social
This is a fantastic meeting for the Cryo-EM community in the NYC area. This year it will take place on the East Coast of Manhattan. Please come and join us!
olibclarke.bsky.social
Registration is now open for the 2025 NYC CryoEM meeting, organized by Bill Rice (NYU) & @fravallese.bsky.social (CUNY/ASRC)

Always a great meeting with lots of new #cryoem work by rising stars in/around NYC

Max 140 people so register now (it’s free)!
Fifth New York Area Cryo-EM Meeting | NYU Langone Health
Join the 2025 Cryo-EM & Cryo-ET Meeting at NYU Langone! Share unpublished work, discuss breakthroughs, and tackle challenges. June 25. Register now!
med.nyu.edu
Reposted by Avner Schlessinger
krhornberger.bsky.social
If you work in drug discovery and you read one thing this weekend, make it this exceptional J Med Chem editorial. Hits on almost every blessed thing I’ve tweetorialized over the last several years.

Quantitation and Error Measurements in Dose–Response Curves
Quantitation and Error Measurements in Dose–Response Curves
pubs.acs.org
Reposted by Avner Schlessinger