Investigating cryptic binding sites by molecular dynamics simulations

A Kuzmanic, GR Bowman… - Accounts of chemical …, 2020 - ACS Publications
Conspectus This Account highlights recent advances and discusses major challenges in
investigations of cryptic (hidden) binding sites by molecular simulations. Cryptic binding …

Along the allostery stream: Recent advances in computational methods for allosteric drug discovery

D Ni, Z Chai, Y Wang, M Li, Z Yu, Y Liu… - Wiley …, 2022 - Wiley Online Library
Allostery is a universal, biological phenomenon in which orthosteric sites are fine‐tuned by
topologically distal allosteric sites triggered by perturbations, such as ligand binding, residue …

SARS-CoV-2 simulations go exascale to capture spike opening and reveal cryptic pockets across the proteome

MI Zimmerman, G Bowman - Biophysical Journal, 2021 - cell.com
The SARS-CoV-2/COVID-19 pandemic continues to threaten global health and
socioeconomic stability. Experiments have revealed snapshots of many viral components …

Predicting the locations of cryptic pockets from single protein structures using the PocketMiner graph neural network

A Meller, MD Ward, JH Borowsky, JM Lotthammer… - Biophysical journal, 2023 - cell.com
Cryptic pockets expand the scope of drug discovery by enabling targeting of proteins
currently considered undruggable because they lack pockets in their ground state structures …

Drug specificity and affinity are encoded in the probability of cryptic pocket opening in myosin motor domains

A Meller, JM Lotthammer, LG Smith, B Novak, LA Lee… - Elife, 2023 - elifesciences.org
The design of compounds that can discriminate between closely related target proteins
remains a central challenge in drug discovery. Specific therapeutics targeting the highly …

Folding@ home: Achievements from over 20 years of citizen science herald the exascale era

VA Voelz, VS Pande, GR Bowman - Biophysical journal, 2023 - cell.com
Simulations of biomolecules have enormous potential to inform our understanding of biology
but require extremely demanding calculations. For over 20 years, the Folding@ home …

SARS-CoV-2 Nsp16 activation mechanism and a cryptic pocket with pan-coronavirus antiviral potential

N Vithani, MD Ward, MI Zimmerman, B Novak… - Biophysical …, 2021 - cell.com
Coronaviruses have caused multiple epidemics in the past two decades, in addition to the
current COVID-19 pandemic that is severely damaging global health and the economy …

[HTML][HTML] Protein dynamics underlying allosteric regulation

MA Astore, AS Pradhan, EH Thiede… - Current Opinion in …, 2024 - Elsevier
Allostery is the mechanism by which information and control are propagated in
biomolecules. It regulates ligand binding, chemical reactions, and conformational changes …

Identification of cryptic binding sites using MixMD with standard and accelerated molecular dynamics

RD Smith, HA Carlson - Journal of chemical information and …, 2021 - ACS Publications
Protein dynamics play an important role in small molecule binding and can pose a
significant challenge in the identification of potential binding sites. Cryptic binding sites have …

AlphaFold meets flow matching for generating protein ensembles

B Jing, B Berger, T Jaakkola - arXiv preprint arXiv:2402.04845, 2024 - arxiv.org
The biological functions of proteins often depend on dynamic structural ensembles. In this
work, we develop a flow-based generative modeling approach for learning and sampling the …