On the origins of drug polypharmacology

X Jalencas, J Mestres - MedChemComm, 2013 - pubs.rsc.org
The ability of small molecules to interact with multiple proteins is commonly referred to as
polypharmacology. The now widely accepted polypharmacology of drugs is of particular …

Protein–protein interaction prediction methods: from docking-based to AI-based approaches

Y Tsuchiya, Y Yamamori, K Tomii - Biophysical Reviews, 2022 - Springer
Abstract Protein–protein interactions (PPIs), such as protein–protein inhibitor, antibody–
antigen complex, and supercomplexes play diverse and important roles in cells. Recent …

[PDF][PDF] An improved branch and bound algorithm for the maximum clique problem

J Konc, D Janezic - proteins, 2007 - insilab.org
A new algorithm for finding a maximum clique in an undirected graph is described. An
approximate coloring algorithm has been improved and used to provide bounds to the size …

Novel computational approach to predict off-target interactions for small molecules

MS Rao, R Gupta, MJ Liguori, M Hu, X Huang… - Frontiers in big …, 2019 - frontiersin.org
Most small molecule drugs interact with unintended, often unknown, biological targets and
these off-target interactions may lead to both preclinical and clinical toxic events. Undesired …

Impact of binding site comparisons on medicinal chemistry and rational molecular design

C Ehrt, T Brinkjost, O Koch - Journal of medicinal chemistry, 2016 - ACS Publications
Modern rational drug design not only deals with the search for ligands binding to interesting
and promising validated targets but also aims to identify the function and ligands of yet …

In Silico Toxicology Data Resources to Support Read-Across and (Q)SAR

G Pawar, JC Madden, D Ebbrell, JW Firman… - Frontiers in …, 2019 - frontiersin.org
A plethora of databases exist online that can assist in in silico chemical or drug safety
assessment. However, a systematic review and grouping of databases, based on purpose …

A benchmark driven guide to binding site comparison: An exhaustive evaluation using tailor-made data sets (ProSPECCTs)

C Ehrt, T Brinkjost, O Koch - PLoS computational biology, 2018 - journals.plos.org
The automated comparison of protein-ligand binding sites provides useful insights into yet
unexplored site similarities. Various stages of computational and chemical biology research …

CavitySpace: a database of potential ligand binding sites in the human proteome

S Wang, H Lin, Z Huang, Y He, X Deng, Y Xu, J Pei… - Biomolecules, 2022 - mdpi.com
Location and properties of ligand binding sites provide important information to uncover
protein functions and to direct structure-based drug design approaches. However, as …

Bayesian Optimization in the Latent Space of a Variational Autoencoder for the Generation of Selective FLT3 Inhibitors

R Chandra, RI Horne… - Journal of Chemical Theory …, 2023 - ACS Publications
The process of drug design requires the initial identification of compounds that bind their
targets with high affinity and selectivity. Advances in generative modeling of small molecules …

The recognition of identical ligands by unrelated proteins

S Barelier, T Sterling, MJ O'Meara… - ACS chemical …, 2015 - ACS Publications
The binding of drugs and reagents to off-targets is well-known. Whereas many off-targets are
related to the primary target by sequence and fold, many ligands bind to unrelated pairs of …