[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 …

[HTML][HTML] Exploring the computational methods for protein-ligand binding site prediction

J Zhao, Y Cao, L Zhang - Computational and structural biotechnology …, 2020 - Elsevier
Proteins participate in various essential processes in vivo via interactions with other
molecules. Identifying the residues participating in these interactions not only provides …

In silico methods for identification of potential active sites of therapeutic targets

J Liao, Q Wang, F Wu, Z Huang - Molecules, 2022 - mdpi.com
Target identification is an important step in drug discovery, and computer-aided drug target
identification methods are attracting more attention compared with traditional drug target …

Protein structural bioinformatics: An overview

V de Almeida Paiva, I de Souza Gomes… - Computers in Biology …, 2022 - Elsevier
Proteins play a crucial role in organisms in nature. They are able to perform structural,
catalytic, transport and defense functions in cells, among others. We understand that a …

Structure-based drug design strategies and challenges

X Wang, K Song, L Li, L Chen - Current Topics in Medicinal …, 2018 - ingentaconnect.com
Over the past ten years, the number of three-dimensional protein structures identified by
advanced science and technology increases, and the gene information becomes more …

Spatiotemporal identification of druggable binding sites using deep learning

I Kozlovskii, P Popov - Communications biology, 2020 - nature.com
Identification of novel protein binding sites expands druggable genome and opens new
opportunities for drug discovery. Generally, presence or absence of a binding site depends …

Proteins and their interacting partners: An introduction to protein–ligand binding site prediction methods

DB Roche, DA Brackenridge, LJ McGuffin - International journal of …, 2015 - mdpi.com
Elucidating the biological and biochemical roles of proteins, and subsequently determining
their interacting partners, can be difficult and time consuming using in vitro and/or in vivo …

Has molecular docking ever brought us a medicine

MA Phillips, MA Stewart, DL Woodling… - Molecular docking, 2018 - books.google.com
Molecular docking has been developed and improving for many years, but its ability to bring
a medicine to the drug market effectively is still generally questioned. In this chapter, we …

[HTML][HTML] Pharmacological inhibition of noncanonical EED-EZH2 signaling overcomes chemoresistance in prostate cancer

X Li, L Gera, S Zhang, Y Chen, L Lou, LM Wilson… - Theranostics, 2021 - ncbi.nlm.nih.gov
Rationale: Chemoresistance is a major obstacle in prostate cancer (PCa) treatment. We
sought to understand the underlying mechanism of PCa chemoresistance and discover new …

Predicting binding sites from unbound versus bound protein structures

JJ Clark, ZJ Orban, HA Carlson - Scientific reports, 2020 - nature.com
We present the application of seven binding-site prediction algorithms to a meticulously
curated dataset of ligand-bound and ligand-free crystal structures for 304 unique protein …