Inverse problems with experiment-guided AlphaFold
Proteins exist as a dynamic ensemble of multiple conformations, and these motions are often crucial for their functions. However, current structure prediction methods predominantly yield a single conf...
π’ New preprint, lead by Alex Bronstein, @sankethvedula.bsky.social and colleagues:
Guiding AlphaFold with experimental data.
This approach generates conformational ensembles guided by NMR, X-ray (or whatever) data. I am thrilled to tackle lots of exciting problems with it!
arxiv.org/abs/2502.09372
17.02.2025 16:35 β π 49 π 16 π¬ 1 π 0
Bluesky Chem Starter Packs
I wasn't expecting to reach a point where this list has 89 chemistry (loosely defined, by me, therefore likely inaccurate) starter packs.
tinyurl.com/ChemSkyStart...
It shows how many chemists have moved over to Bluesky! I wonder if this will reach 100? We might need to get more niche! π₯°
06.12.2024 10:09 β π 26 π 12 π¬ 1 π 4
So, how does the chaperone HtrA1 do it? Well, it uses cool tricks: it uses two (important) places to bind not one, it not just binds but also cuts its target, and it binds to various species (seeds, monomers) along the aggregation pathway. See how we figured it out! (4/n)
03.12.2024 10:13 β π 1 π 0 π¬ 1 π 0
In the classical inhibition paradigm, a protein is inhibited by (think antibodies) by binding tightly at one site. This is quite challenging to do if you have, literally, a very moving target in the form of a disordered protein. Moreover, aggregation pathways involve species with >1 chains (3/n)
03.12.2024 10:13 β π 1 π 0 π¬ 1 π 0
With this broader motivation and in collaboration with Jean Baum's group, we brought to bear a number of computational and experimental biophysical tools (including cool Atomic Force Microscopy in Liquids!) to figure out how HtrA1 inhibits the aggregation and prion-like spread of a-synuclein. (2/n)
03.12.2024 10:13 β π 2 π 0 π¬ 1 π 0
New pre-print alert! How does a chaperone prevent protein aggregation, especially of intrinsically disordered proteins? If we learn how, perhaps we could design inhibitory proteins based on the same mechanistic blueprint as much-needed therapeutic leads against neurodegenerative diseases. (1/n)
03.12.2024 10:13 β π 2 π 0 π¬ 1 π 0
Hello world! Feels good to be here :)
12.11.2024 17:52 β π 3 π 0 π¬ 0 π 0
Professor in bioinformatics, Stockholm University. Protein structure lover ( interactions predictions, evolution ..). Using machine learning as a part of AI for Sciences for halv my life. In addition to succΓ©n, I sometimes rants about sailing or skiing.
Assistant Professor of Chemical and Biochemical Engineering at Rutgers University-New Brunswick
Chemical biology, CRISPR and beta-cell biology @ Broad Institute | Harvard Medical School | Brigham and Women's Hospital
Assistant Research Professor, Computational Research Accelerator, a supercomputing-adjacent unit @ Arizona State University. We scale science with #HPC. Vice-Chair RMACC. PhD Applied Math. on stratified fluid flows.
math.la.asu.edu/~yalim
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Geochemist and biologist, Interested in lipids, RNA, pathogens, & synthesis of life.
Structural biology and Biophysics at the University of Nottingham and Research Complex at Harwell (UK).
Academic and writer of papers and grants with modest success.
Happy collaborator and always available to chat science.
He/him.
The official "Resistance" team of U.S. National Park Service. Our website: www.ourparks.org
Research Assistant Professor of Biochemistry and Biophysics | Director, Johnson Foundation Biophysics and Structural Biology Core Facility | Univ of PA | he/him
Professor passionate about student success & team science #firstgen #Brassica enthusiast walking Dogs of the Plant World
#Agriculture #Food #HigherEd #EduSky #Agsky #SciComm & more
#Soil #Crop #Science ; opinions mine
Assistant Professor at Stanford Statistics and Stanford Data Science | Previously postdoc at UW Institute for Protein Design and Columbia. PhD from MIT.
Structural biology, biophysics, biochemistry, molecular and cellular pharmacology | nuclear receptors | NMR | Vanderbilt University, Department of Biochemistry | kojetinlab.org
Cofounder/CEO Octant
BoD Ginkgo Bioworks
Defense Science Board for Emerging Biotech
Fmr: Associate Professor, UCLA
Synthetic biologist, passionate about levelling the playing field in bioinnovation - open source biostack.
Open Science Network Society, Creator of the Open Yeast Collection and Yeast Protein Expression Toolkit, Reclone.org, iGEM Eng. Team, FreeGenes
FWF-funded Austrian Research Consortium of the labs of Sascha Martens, Alwin KΓΆhler, Andreas Bachmair, Gijs Versteeg, Tim Clausen, David Haselbach, Yasin Dagdas, Silvia Ramundo, Georg Winter, Christian Becker & Ilaria Piazza. www.protein-degradation.org
Biotech Exec, Mom, TPD & Induced Proximity Science Nerd π€, Biophysicist, Outdoor Adventurer, Avid Traveler π»
Scientist @goetheuni, Professor @IBC2_GU, Fellow @MPIBP
Interests in research, education, science popularisation & snowboardingπ
drug discoverer, medicinal chemist, wannaberunner, wannabeartist, builder of ponds https://mcconnellsmedchem.com/
Back of the Napkin Host π
Innovation Addict π‘
Chemical Biolgy and LNPs βοΈ π§«π§¬
Product Manager - Small Molecules @ tocris/bio-techne
Dad π§
Ironman πββοΈπ΅ββοΈπββοΈ
https://www.bio-techne.com/resources/podcasts/biotech-podcast-back-of-the-napkin