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 …

Machine-learning methods for ligand–protein molecular docking

K Crampon, A Giorkallos, M Deldossi, S Baud… - Drug discovery today, 2022 - Elsevier
Artificial intelligence (AI) is often presented as a new Industrial Revolution. Many domains
use AI, including molecular simulation for drug discovery. In this review, we provide an …

[HTML][HTML] Structure-based virtual screening: from classical to artificial intelligence

EHB Maia, LC Assis, TA De Oliveira… - Frontiers in …, 2020 - frontiersin.org
The drug development process is a major challenge in the pharmaceutical industry since it
takes a substantial amount of time and money to move through all the phases of developing …

Concepts of artificial intelligence for computer-assisted drug discovery

X Yang, Y Wang, R Byrne, G Schneider… - Chemical …, 2019 - ACS Publications
Artificial intelligence (AI), and, in particular, deep learning as a subcategory of AI, provides
opportunities for the discovery and development of innovative drugs. Various machine …

Drug design by pharmacophore and virtual screening approach

D Giordano, C Biancaniello, MA Argenio, A Facchiano - Pharmaceuticals, 2022 - mdpi.com
Computer-aided drug discovery techniques reduce the time and the costs needed to
develop novel drugs. Their relevance becomes more and more evident with the needs due …

Key topics in molecular docking for drug design

PHM Torres, ACR Sodero, P Jofily… - International journal of …, 2019 - mdpi.com
Molecular docking has been widely employed as a fast and inexpensive technique in the
past decades, both in academic and industrial settings. Although this discipline has now had …

One molecular fingerprint to rule them all: drugs, biomolecules, and the metabolome

A Capecchi, D Probst, JL Reymond - Journal of cheminformatics, 2020 - Springer
Background Molecular fingerprints are essential cheminformatics tools for virtual screening
and mapping chemical space. Among the different types of fingerprints, substructure …

[HTML][HTML] Molecular docking, validation, dynamics simulations, and pharmacokinetic prediction of natural compounds against the SARS-CoV-2 main-protease

C Shivanika, D Kumar, V Ragunathan… - … structure & dynamics, 2020 - ncbi.nlm.nih.gov
The study aims to evaluate the potency of two hundred natural antiviral phytocompounds
against the active site of the Severe Acquired Respiratory Syndrome-Coronavirus− 2 (SARS …

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 …

Boosting protein–ligand binding pose prediction and virtual screening based on residue–atom distance likelihood potential and graph transformer

C Shen, X Zhang, Y Deng, J Gao, D Wang… - Journal of Medicinal …, 2022 - ACS Publications
The past few years have witnessed enormous progress toward applying machine learning
approaches to the development of protein–ligand scoring functions. However, the robust …