Protein–ligand docking in the machine-learning era

C Yang, EA Chen, Y Zhang - Molecules, 2022 - mdpi.com
Molecular docking plays a significant role in early-stage drug discovery, from structure-
based virtual screening (VS) to hit-to-lead optimization, and its capability and predictive …

Role of computer-aided drug design in modern drug discovery

SJY Macalino, V Gosu, S Hong, S Choi - Archives of pharmacal research, 2015 - Springer
Drug discovery utilizes chemical biology and computational drug design approaches for the
efficient identification and optimization of lead compounds. Chemical biology is mostly …

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 …

Structure-based virtual screening for drug discovery: a problem-centric review

T Cheng, Q Li, Z Zhou, Y Wang, SH Bryant - The AAPS journal, 2012 - Springer
Abstract Structure-based virtual screening (SBVS) has been widely applied in early-stage
drug discovery. From a problem-centric perspective, we reviewed the recent advances and …

Latest developments in molecular docking: 2010–2011 in review

E Yuriev, PA Ramsland - Journal of Molecular Recognition, 2013 - Wiley Online Library
The aim of docking is to accurately predict the structure of a ligand within the constraints of a
receptor binding site and to correctly estimate the strength of binding. We discuss, in detail …

Challenges, applications, and recent advances of protein-ligand docking in structure-based drug design

SZ Grinter, X Zou - Molecules, 2014 - mdpi.com
The docking methods used in structure-based virtual database screening offer the ability to
quickly and cheaply estimate the affinity and binding mode of a ligand for the protein …

[HTML][HTML] Molecular docking: current advances and challenges

FD Prieto-Martínez, M Arciniega… - … en ciencias químico …, 2018 - scielo.org.mx
Automated molecular docking aims at predicting the possible interactions between two
molecules. This method has proven useful in medicinal chemistry and drug discovery …

A force field with discrete displaceable waters and desolvation entropy for hydrated ligand docking

S Forli, AJ Olson - Journal of medicinal chemistry, 2012 - ACS Publications
In modeling ligand–protein interactions, the representation and role of water are of great
importance. We introduce a force field and hydration docking method that enables the …

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 …

The roles of water in the protein matrix: a largely untapped resource for drug discovery

F Spyrakis, MH Ahmed, AS Bayden… - Journal of medicinal …, 2017 - ACS Publications
The value of thoroughly understanding the thermodynamics specific to a drug
discovery/design study is well known. Over the past decade, the crucial roles of water …