In a new Editorial, Folding@home Director Greg Bowman and collaborators explain how simulation and experiment can work together to illuminate the detailed mechanisms of biology and disease.
Read more
A new paper from the Bowman lab proposes that potentially druggable cryptic allosteric sites may be even more ubiquitous than previously thought, and that our new simulation methods should be a valuable means of guiding the search for such sites.
Read more
This classic paper from Folding@home Director Greg Bowman describes a Bayesian approach to clustering microstates into metastable states for building Markov state models, a foundational Folding@home technology.
Read more
Folding@home helps experimental collaborators understand mutations that drive increased fitness of SARS-CoV-2 mutants.
Read moreAn ideal anti-SARS-CoV-2 antibody would resist viral escape 1-3 , have activity against diverse SARS-related coronaviruses 4-7 , and be highly protective through viral neutralization 8-11 and effector functions 12,13 . Understanding how these properties relate to each other and vary across epitopes would aid development of antibody therapeutics and guide vaccine design…
Read moreMarkov state models (MSMs) have been widely applied to study the kinetics and pathways of protein conformational dynamics based on statistical analysis of molecular dynamics (MD) simulations. These MSMs coarse-grain both configuration space and time in ways that limit what kinds of observables they can reproduce with high fidelity over different spatial and te…
Read moreThe SARS-CoV-2 main viral protease (Mpro) is an attractive target for antivirals given its distinctiveness from host proteases, essentiality in the viral life cycle and conservation across coronaviridae. We launched the COVID Moonshot initiative to rapidly develop patent-free antivirals with open science and open data. Here we report the use of machine learnin…
Read moreAn ideal therapeutic anti-SARS-CoV-2 antibody would resist viral escape1-3, have activity against diverse sarbecoviruses4-7, and be highly protective through viral neutralization8-11 and effector functions12,13. Understanding how these properties relate to each other and vary across epitopes would aid the development…
Read moreAlchemical free energy calculations are a useful tool for predicting free energy differences associated with the transfer of molecules from one environment to another. The hallmark of these methods is the use of “bridging” potential energy functions representing alchemical intermediate states that cannot exist as real chemical species. The data collecte…
Read moreCyclin-dependent kinases 4 and 6 (CDK4/6), represent a major therapeutic vulnerability for breast cancer. The kinases are clinically targeted via ATP competitive inhibitors (CDK4/6i); however, drug resistance commonly emerges over time. To understand CDK4/6i resistance, we surveyed over 1,300 breast cancers and identify several genetic alterations (e.g. FAT1, …
Read more