Empirical scoring functions for structure-based virtual screening: applications, critical aspects, and challenges

IA Guedes, FSS Pereira, LE Dardenne - Frontiers in pharmacology, 2018 - frontiersin.org
Structure-based virtual screening (VS) is a widely used approach that employs the
knowledge of the three-dimensional structure of the target of interest in the design of new …

Molecular dynamics-driven drug discovery: leaping forward with confidence

A Ganesan, ML Coote, K Barakat - Drug discovery today, 2017 - Elsevier
Highlights•Currently, developing a market-approved drug costs a staggering $2.6 billion.•In
silico methods have become an important strategy for narrowing down on promising lead …

Role of molecular dynamics and related methods in drug discovery

M De Vivo, M Masetti, G Bottegoni… - Journal of medicinal …, 2016 - ACS Publications
Molecular dynamics (MD) and related methods are close to becoming routine computational
tools for drug discovery. Their main advantage is in explicitly treating structural flexibility and …

DOCK 6: Impact of new features and current docking performance

WJ Allen, TE Balius, S Mukherjee… - Journal of …, 2015 - Wiley Online Library
This manuscript presents the latest algorithmic and methodological developments to the
structure‐based design program DOCK 6.7 focused on an updated internal energy function …

DNA mismatches reveal conformational penalties in protein–DNA recognition

A Afek, H Shi, A Rangadurai, H Sahay, A Senitzki… - Nature, 2020 - nature.com
Transcription factors recognize specific genomic sequences to regulate complex gene-
expression programs. Although it is well-established that transcription factors bind to specific …

Docking screens for novel ligands conferring new biology: Miniperspective

JJ Irwin, BK Shoichet - Journal of medicinal chemistry, 2016 - ACS Publications
It is now plausible to dock libraries of 10 million molecules against targets over several days
or weeks. When the molecules screened are commercially available, they may be rapidly …

Equivariant flexible modeling of the protein–ligand binding pose with geometric deep learning

T Dong, Z Yang, J Zhou, CYC Chen - Journal of Chemical Theory …, 2023 - ACS Publications
Flexible modeling of the protein–ligand complex structure is a fundamental challenge for in
silico drug development. Recent studies have improved commonly used docking tools by …

Covalent docking of large libraries for the discovery of chemical probes

N London, RM Miller, JJ Irwin, O Eidam, L Gibold… - Biophysical …, 2014 - cell.com
Chemical probes that form a covalent bond with a protein target often show enhanced
selectivity, potency, and utility for biological studies. Despite these advantages, protein …

RNA conformational propensities determine cellular activity

ML Ken, R Roy, A Geng, LR Ganser, A Manghrani… - Nature, 2023 - nature.com
Cellular processes are the product of interactions between biomolecules, which associate to
form biologically active complexes. These interactions are mediated by intermolecular …

Discovery of multiple hidden allosteric sites by combining Markov state models and experiments

GR Bowman, ER Bolin, KM Hart… - Proceedings of the …, 2015 - National Acad Sciences
The discovery of drug-like molecules that bind pockets in proteins that are not present in
crystallographic structures yet exert allosteric control over activity has generated great …