[HTML][HTML] CADD, AI and ML in drug discovery: A comprehensive review

D Vemula, P Jayasurya, V Sushmitha, YN Kumar… - European Journal of …, 2023 - Elsevier
Computer-aided drug design (CADD) is an emerging field that has drawn a lot of interest
because of its potential to expedite and lower the cost of the drug development process …

Receptor–ligand molecular docking

IA Guedes, CS de Magalhães, LE Dardenne - Biophysical reviews, 2014 - Springer
Docking methodology aims to predict the experimental binding modes and affinities of small
molecules within the binding site of particular receptor targets and is currently used as a …

Practical aspects of free-energy calculations: a review

N Hansen, WF Van Gunsteren - Journal of chemical theory and …, 2014 - ACS Publications
Free-energy calculations in the framework of classical molecular dynamics simulations are
nowadays used in a wide range of research areas including solvation thermodynamics …

Advances and challenges in protein-ligand docking

SY Huang, X Zou - International journal of molecular sciences, 2010 - mdpi.com
Molecular docking is a widely-used computational tool for the study of molecular recognition,
which aims to predict the binding mode and binding affinity of a complex formed by two or …

Molecular dynamics: survey of methods for simulating the activity of proteins

SA Adcock, JA McCammon - Chemical reviews, 2006 - ACS Publications
The term molecular mechanics (MM) refers to the use of simple potential-energy functions
(eg, harmonic oscillator or Coulombic potentials) to model molecular systems. Molecular …

Protein–ligand docking: current status and future challenges

SF Sousa, PA Fernandes… - … : structure, function, and …, 2006 - Wiley Online Library
Understanding the ruling principles whereby protein receptors recognize, interact, and
associate with molecular substrates and inhibitors is of paramount importance in drug …

Human cytochrome P450 enzymes

FP Guengerich - Cytochrome P450: structure, mechanism, and …, 2015 - Springer
Abstract The cytochrome P450 (P450) enzymes first attracted interest because of their
relevance to the metabolism of drugs, steroids, and carcinogens. Collectively, the 57 human …

Exponential consensus ranking improves the outcome in docking and receptor ensemble docking

K Palacio-Rodríguez, I Lans, CN Cavasotto… - Scientific reports, 2019 - nature.com
Consensus-scoring methods are commonly used with molecular docking in virtual screening
campaigns to filter potential ligands for a protein target. Traditional consensus methods …

Protein-ligand docking in the new millennium–a retrospective of 10 years in the field

SF Sousa, AJM Ribeiro, JTS Coimbra… - Current medicinal …, 2013 - ingentaconnect.com
Protein-ligand docking is currently an important tool in drug discovery efforts and an active
area of research that has been the subject of important developments over the last decade …

Ensemble docking of multiple protein structures: considering protein structural variations in molecular docking

SY Huang, X Zou - Proteins: Structure, Function, and …, 2007 - Wiley Online Library
One approach to incorporate protein flexibility in molecular docking is the use of an
ensemble consisting of multiple protein structures. Sequentially docking each ligand into a …