A practical guide to large-scale docking

BJ Bender, S Gahbauer, A Luttens, J Lyu, CM Webb… - Nature protocols, 2021 - nature.com
Abstract Structure-based docking screens of large compound libraries have become
common in early drug and probe discovery. As computer efficiency has improved and …

Structure-based virtual screening for ligands of G protein–coupled receptors: what can molecular docking do for you?

F Ballante, AJ Kooistra, S Kampen, C de Graaf… - Pharmacological …, 2021 - ASPET
G protein–coupled receptors (GPCRs) constitute the largest family of membrane proteins in
the human genome and are important therapeutic targets. During the last decade, the …

Hidden bias in the DUD-E dataset leads to misleading performance of deep learning in structure-based virtual screening

L Chen, A Cruz, S Ramsey, CJ Dickson, JS Duca… - PloS one, 2019 - journals.plos.org
Recently much effort has been invested in using convolutional neural network (CNN)
models trained on 3D structural images of protein-ligand complexes to distinguish binding …

Structural identification of a hotspot on CFTR for potentiation

F Liu, Z Zhang, A Levit, J Levring, KK Touhara… - Science, 2019 - science.org
Cystic fibrosis is a fatal disease caused by mutations in the cystic fibrosis transmembrane
conductance regulator (CFTR). Two main categories of drugs are being developed …

Room-temperature crystallography reveals altered binding of small-molecule fragments to PTP1B

TS Mehlman, JT Biel, SM Azeem, ER Nelson… - Elife, 2023 - elifesciences.org
Much of our current understanding of how small-molecule ligands interact with proteins
stems from X-ray crystal structures determined at cryogenic (cryo) temperature. For proteins …

Water networks can determine the affinity of ligand binding to proteins

JF Darby, AP Hopkins, S Shimizu… - Journal of the …, 2019 - ACS Publications
Solvent organization is a key but underexploited contributor to the thermodynamics of
protein–ligand recognition, with implications for ligand discovery, drug resistance, and …

The art and science of molecular docking

JM Paggi, A Pandit, RO Dror - Annual Review of Biochemistry, 2024 - annualreviews.org
Molecular docking has become an essential part of a structural biologist's and medicinal
chemist's toolkits. Given a chemical compound and the three-dimensional structure of a …

Water molecules at protein–drug interfaces: computational prediction and analysis methods

ML Samways, RD Taylor, HEB Macdonald… - Chemical Society …, 2021 - pubs.rsc.org
The fundamental importance of water molecules at drug–protein interfaces is now widely
recognised and a significant feature in structure-based drug design. Experimental methods …

Property-unmatched decoys in docking benchmarks

RM Stein, Y Yang, TE Balius, MJ O'Meara… - Journal of chemical …, 2021 - ACS Publications
Enrichment of ligands versus property-matched decoys is widely used to test and optimize
docking library screens. However, the unconstrained optimization of enrichment alone can …

Discovery of novel inhibitors of BRD4 for treating prostate cancer: a comprehensive case study for considering water networks in virtual screening and drug design

H Zhong, X Wang, S Chen, Z Wang… - Journal of Medicinal …, 2023 - ACS Publications
Androgen receptor (AR) is the primary target for treating prostate cancer (PCa), which
inevitably progresses due to drug-resistant mutations. Bromodomain-containing protein 4 …