📣 ❗2nd Preprint of the Summer ❗ 📣 "Kinase inhibitors can change protonation or tautomeric state upon binding." LInk: doi.org/10.64898/202... We find that kinase-inhibitors can change in net-charge and tautomer state upon binding (from solution-state to kinase-bound), affecting med-chem choices!
Sukrit Singh
@sukritsingh92.bsky.social
Biophysicist|Damon Runyon QB & NCI Early Stage K99/R00 Fellow at MSKCC w/ @jchodera.bsky.social | @foldingathome.org | PhD with @drgregbowman.bsky.social | Variant Effects, Protein dynamics, Dogs, Games 🇮🇳🇸🇬🇺🇸 My website: https://sukritsingh.github.io
SO if they want to experiment with how science is conducted in the United States, they should make substantial donations to a foundation that would open up transparent competitions for funding, in partnership with federal agencies (with minimal strings attached other than process-related ones). 3/5
In collaboration with Jiwon Seo‘s group at GIST, we are pleased to be co-authors on a new paper describing the structure of peptoid oligomers in nonpolar solvent! doi.org/10.1021/acs.... 1/n
Noncanonical Folding of Peptoid Oligomers: Formation of a Closed Conformation in Nonpolar Solvent
Conformational behavior of peptoids in low-dielectric solvents remains poorly understood despite its relevance to membrane environments. Here, conformations of N-(S)-1-phenylethylglycine (Nspe) homo-o...
doi.org
New preprint! Do all kinase domains have similar activation mechanisms? We steer AlphaFold2 using "transfer seeding" of known kinases to sample 8.3 ms of MD simulations via Folding@home. We find unique pathways that are kinase-specific and depend on different elements! Link: doi.org/10.64898/202...
Now out in the Special Issue on "New Concepts in Drug Discovery: Drug residence time!" Edited by Markus Seeliger & Ruth Nussinov, the reviews cover new computational and experimental methodologies for predicting ligand affinity & kinetics. Link: www.sciencedirect.com/special-issu...
More protein-ligand data are needed for AlphaFold-like models (& AI/ML) to enable prospective design! Check out our piece in "Current Opinion in Structural Biology" – Equal parts a thank-you-letter to the PDB & summarizes how datasets will enable task-focused models! Link: doi.org/10.1016/j.sb...
A proposed Trump policy would put Russ Vought in charge of American science. Its an example of the slow creep of politicization into processes that both parties traditionally understood as needing nonpartisan and expert guidance. What can you do about it? 🧵 donmoynihan.substack.com/p/the-creep-...
The Creep of Politicization
A new assault on science highlights a broader pattern
donmoynihan.substack.com
More protein-ligand data are needed for AlphaFold-like models (& AI/ML) to enable prospective design! Check out our piece in "Current Opinion in Structural Biology" – Equal parts a thank-you-letter to the PDB & summarizes how datasets will enable task-focused models! Link: doi.org/10.1016/j.sb...
How many STEM Ph.D.s were lost from the U.S. federal government last year? My colleagues @mghersher.bsky.social and @policyhound.bsky.social dug into a recent data release to find the answer. A @science.org exclusive. www.science.org/content/arti...
I don't think you non-science people realize what it takes to get a grant funded by NIH. Started experiments in Sept 2021 to generate 3 new mouse mutants to model human disease. Prelim dara shows they have relevant disease phenotypes worthy of study. Need a small grant first to characterize /1
This is more than half the NSF's total annual budget.
In just the past two months, DHS has awarded more than $4.8 billion in border contracts to two companies, entirely outside the normal competitive bidding process.
New preprint! How many crystal structures do you need to trust your docking results? It turns out, if you know how your main scaffold binds in the pocket, not that many! Check out this work from recently-defended lab member @keysandcompounds.bsky.social On BioRxiv: www.biorxiv.org/content/10.1...
I'm honored to share that I've been selected as a 2026 PhRMA Foundation Predoctoral Fellow in Drug Discovery. This fellowship will support my research assessing how clinically relevant missense mutations impact kinase activity. Read more about our work here.
Are you a postdoc stuck in the US?! Is your research stalled or are you in any way affected by the whims of that unfettered madman? Interested in MD simulations of large biomolecules?! Consider joining me at the University of Freiburg! uni-freiburg.de/frias/call-f...
Call for Applications: Early Career Rescue Fellowship – Freiburg Institute for Advanced Studies
uni-freiburg.de
How many crystal structures do you need to trust your docking results? https://www.biorxiv.org/content/10.1101/2025.09.19.677428v1
How many crystal structures do you need to trust your docking results? [new] Accurate drug docking needs crystal struct. Template docking via mol. similarity helps w/ ltd. data.
DYK: 76% of MSK postdoctoral researchers are international, coming from more than 60 countries for training and mentorship that translates into scientific discoveries across the globe? 🌎 Learn more about our incredible MSK postdocs: #PostdocAppreciationWeek
International Postdocs From 60 Countries Are Training at MSK in 2025
What inspires the outstanding young scientists who come from around the world to train at MSK?
mskcc.org
On Monday I took my Oath of Allegiance and become a Naturalized US Citizen! Huzzah!
Excited to share work now out in #JCIM @acs.org ! doi.org/10.1021/acs.... Alchemical free energy calculations are indispensable in computational drug design. We present an improved approach for optimizing the schedule of alchemical intermediates by minimizing thermodynamic length. 1/7
Simple Method to Optimize the Spacing and Number of Alchemical Intermediates in Expanded Ensemble Free Energy Calculations
Alchemical free energy calculations are essential to modern structure-based drug design. Such calculations are usually performed at a series of discrete intermediates along a nonphysical thermodynamic...
doi.org
📢Important announcement! Today, the @asapdiscovery.bsky.social consortium disclosed the structure of our preclinical candidate, ASAP-0017445, a promising broad-spectrum antiviral with potent activity against SARS-CoV2 and other viruses belonging to the same family. (1/10)
This is the moment we've worked toward for a long time: First public disclosure of the @asapdiscovery.bsky.social pan-coronavirus antiviral aiming to help keep humanity safe from future pandemic threats like MERS-CoV and other bat coronaviruses.
📢Important announcement! Today, the @asapdiscovery.bsky.social consortium disclosed the structure of our preclinical candidate, ASAP-0017445, a promising broad-spectrum antiviral with potent activity against SARS-CoV2 and other viruses belonging to the same family. (1/10)
This work is now published in J Phys Chem B! Check out our work showing that simulations predict the impact of distal mutations on kinase-inhibitor binding, and our experimental NanoBRET dataset of 94 kinase mutations that provide a benchmark for future methods. Link: pubs.acs.org/doi/full/10....
New preprint! We prospectively evaluate structure-based methods and measure how well they classify clinical kinase mutations as inhibitor–resistant or –sensitizing when compared against our NanoBRET assay. Alchemical methods are well-suited to modeling distal mutants! Link: doi.org/10.1101/2024...
"No one is coming out of the sky to give you your grant money. Your citation portfolio won’t survive this market crash. Your credentials mean nothing. Everything is going to change." New for @undark.org undark.org/2025/03/06/o...
How Science Can Adapt to a New Normal
Opinion | In the wake of attacks on the research enterprise, scientists need to focus on protecting its fragile infrastructure.
undark.org
NIH operates three cycles of grant review, approval for funding, and actual notice of award right now all three cycles are blocked if noncompeting awards are frozen, that's a fourth block American science is running out of oxygen because of an acute airway obstruction
Can speak from personal experience that some non-competitive renewals are also not going out. We were expecting a non-competitive renewal on 2/1/25 that has not been received
It's important to communicate to the public the importance of basic science. Coco is happy to help explain drug binding mechanisms and enzyme kinetics basics: #scicomm
Wondering if your study section cancelled? I update this sheet daily. As of today, 56/124 study sections that should have met since Jan 2, 2025 have "not met as scheduled." docs.google.com/spreadsheets...
2025 Study section tracking
docs.google.com
Please share: @delauro.house.gov is cochair of the US House Congressional Rapid Response Task Force and Litigation Working Group. They are looking for instances where the impoundment and restriction of NIH/NSF funds is having a negative impact. Submit examples here delauro.house.gov/constituent-...
2025 Federal Financial Assistance Freeze
On Monday, January 27th, 2025, President Trump issued an order to freeze virtually all of approved and legally required federal funding.
delauro.house.gov
An #NIH-funded research team has developed an mRNA vaccine to treat pancreatic cancer. Results from the clinical trial were published this week in Nature. #pancreas #cancer #mRNA #vaccine #medsky #science #medicine #bluesky
In Early-Phase Pancreatic Cancer Clinical Trial, Investigational mRNA Vaccine Induces Sustained Immune Activity in Small Patient Group
Learn how MSK researchers are deploying mRNA vaccines against pancreatic cancer.
mskcc.org