Merging ligand-based and structure-based methods in drug discovery: An overview of combined virtual screening approaches

J Vázquez, M López, E Gibert, E Herrero, FJ Luque - Molecules, 2020 - mdpi.com
Virtual screening (VS) is an outstanding cornerstone in the drug discovery pipeline. A variety
of computational approaches, which are generally classified as ligand-based (LB) and …

[HTML][HTML] The role of water in ligand binding

BZ Zsidó, C Hetényi - Current Opinion in Structural Biology, 2021 - Elsevier
Exploration of the complex modulatory role of water in ligand–target binding is a current
challenge of drug design. This review reports on recent advances of prediction of water …

PIGNet: a physics-informed deep learning model toward generalized drug–target interaction predictions

S Moon, W Zhung, S Yang, J Lim, WY Kim - Chemical Science, 2022 - pubs.rsc.org
Recently, deep neural network (DNN)-based drug–target interaction (DTI) models were
highlighted for their high accuracy with affordable computational costs. Yet, the models' …

Picomolar FKBP inhibitors enabled by a single water-displacing methyl group in bicyclic [4.3. 1] aza-amides

JM Kolos, S Pomplun, S Jung, B Rieß, PL Purder… - Chemical …, 2021 - pubs.rsc.org
Methyl groups can have profound effects in drug discovery but the underlying mechanisms
are diverse and incompletely understood. Here we report the stereospecific effect of a …

Dominant entropic binding of perfluoroalkyl substances (PFASs) to albumin protein revealed by 19F NMR

M Fedorenko, J Alesio, A Fedorenko, A Slitt, GD Bothun - Chemosphere, 2021 - Elsevier
Mechanistic insight into protein binding by poly-and perfluoroalkyl substances (PFASs) is
critical to understanding how PFASs distribute and accumulate within the body and to …

Enhanced grand canonical sampling of occluded water sites using nonequilibrium candidate Monte Carlo

OJ Melling, ML Samways, Y Ge… - Journal of chemical …, 2023 - ACS Publications
Water molecules play a key role in many biomolecular systems, particularly when bound at
protein–ligand interfaces. However, molecular simulation studies on such systems are …

On the influence of water on THz vibrational spectral features of molecular crystals

S Mitryukovskiy, DEP Vanpoucke, Y Bai… - Physical Chemistry …, 2022 - pubs.rsc.org
The nanoscale structure of molecular assemblies plays a major role in many (μ)-biological
mechanisms. Molecular crystals are one of the most simple of these assemblies and are …

Ligand strain and its conformational complexity is a major factor in the binding of cyclic dinucleotides to STING protein

M Smola, O Gutten, M Dejmek… - Angewandte Chemie …, 2021 - Wiley Online Library
STING (stimulator of interferon genes) is a key regulator of innate immunity that has recently
been recognized as a promising drug target. STING is activated by cyclic dinucleotides …

FEP Protocol Builder: Optimization of Free Energy Perturbation Protocols Using Active Learning

C de Oliveira, K Leswing, S Feng… - Journal of Chemical …, 2023 - ACS Publications
Significant improvements have been made in the past decade to methods that rapidly and
accurately predict binding affinity through free energy perturbation (FEP) calculations. This …

Watermap and molecular dynamic simulation-guided discovery of potential PAK1 inhibitors using repurposing approaches

J Biswal, P Jayaprakash, SK Rayala… - ACS …, 2021 - ACS Publications
p21-Activated kinase 1 (PAK1) is positioned at the nexus of several oncogenic signaling
pathways. Currently, there are no approved inhibitors for disabling the transfer of phosphate …