[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 …

Ensemble docking in drug discovery

RE Amaro, J Baudry, J Chodera, Ö Demir… - Biophysical journal, 2018 - cell.com
Ensemble docking corresponds to the generation of an" ensemble" of drug target
conformations in computational structure-based drug discovery, often obtained by using …

Engineered cytochrome P450 for direct arylalkene-to-ketone oxidation via highly reactive carbocation intermediates

S Gergel, J Soler, A Klein, KH Schülke, B Hauer… - Nature Catalysis, 2023 - nature.com
Ketones are crucial intermediates in synthesis and frequent moieties in many products. The
direct regioselective synthesis of ketones from internal alkenes could simplify synthetic …

Degradation of complex arabinoxylans by human colonic Bacteroidetes

GV Pereira, AM Abdel-Hamid, S Dutta… - Nature …, 2021 - nature.com
Some Bacteroidetes and other human colonic bacteria can degrade arabinoxylans, common
polysaccharides found in dietary fiber. Previous work has identified gene clusters …

The challenge of predicting distal active site mutations in computational enzyme design

S Osuna - Wiley Interdisciplinary Reviews: Computational …, 2021 - Wiley Online Library
Many computational enzyme design approaches have been developed in recent years that
focus on a reduced set of key enzymatic features. Initial protocols mostly focused on the …

Investigating cryptic binding sites by molecular dynamics simulations

A Kuzmanic, GR Bowman… - Accounts of chemical …, 2020 - ACS Publications
Conspectus This Account highlights recent advances and discusses major challenges in
investigations of cryptic (hidden) binding sites by molecular simulations. Cryptic binding …

An integrated drug repurposing strategy for the rapid identification of potential SARS-CoV-2 viral inhibitors

A Trezza, D Iovinelli, A Santucci, F Prischi, O Spiga - Scientific reports, 2020 - nature.com
Abstract The Coronavirus disease 2019 (COVID-19) is an infectious disease caused by the
severe acute respiratory syndrome-coronavirus 2 (SARS-CoV-2). The virus has rapidly …

Small molecule dysregulation of TEAD lipidation induces a dominant-negative inhibition of hippo pathway signaling

JK Holden, JJ Crawford, CL Noland, S Schmidt… - Cell reports, 2020 - cell.com
The transcriptional enhanced associate domain (TEAD) family of transcription factors serves
as the receptors for the downstream effectors of the Hippo pathway, YAP and TAZ, to …

Improving structure-based virtual screening with ensemble docking and machine learning

J Ricci-Lopez, SA Aguila, MK Gilson… - Journal of chemical …, 2021 - ACS Publications
One of the main challenges of structure-based virtual screening (SBVS) is the incorporation
of the receptor's flexibility, as its explicit representation in every docking run implies a high …

Structural basis of dimerization of chemokine receptors CCR5 and CXCR4

D Di Marino, P Conflitti, S Motta, V Limongelli - Nature communications, 2023 - nature.com
G protein-coupled receptors (GPCRs) are prominent drug targets responsible for
extracellular-to-intracellular signal transduction. GPCRs can form functional dimers that …