Knowledge of native protein–protein interfaces is sufficient to construct predictive models for the selection of binding candidates

P Popov, S Grudinin - Journal of chemical information and …, 2015 - ACS Publications
Selection of putative binding poses is a challenging part of virtual screening for protein–
protein interactions. Predictive models to filter out binding candidates with the highest …

Statistical potential for modeling and ranking of protein–ligand interactions

H Fan, D Schneidman-Duhovny, JJ Irwin… - Journal of chemical …, 2011 - ACS Publications
Applications in structural biology and medicinal chemistry require protein–ligand scoring
functions for two distinct tasks:(i) ranking different poses of a small molecule in a protein …

An iterative knowledge‐based scoring function for protein–protein recognition

SY Huang, X Zou - Proteins: Structure, Function, and …, 2008 - Wiley Online Library
Using an efficient iterative method, we have developed a distance‐dependent knowledge‐
based scoring function to predict protein–protein interactions. The function, referred to as …

A knowledge-based scoring function to assess quaternary associations of proteins

AS Dhawanjewar, AA Roy, MS Madhusudhan - Bioinformatics, 2020 - academic.oup.com
Motivation The elucidation of all inter-protein interactions would significantly enhance our
knowledge of cellular processes at a molecular level. Given the enormity of the problem, the …

Statistical potentials and scoring functions applied to protein–ligand binding

H Gohlke, G Klebe - Current opinion in structural biology, 2001 - Elsevier
In virtual screening, small-molecule ligands are docked into protein binding sites and their
binding affinity is predicted. Knowledge-based, regression-based and first-principle-based …

Assessing the functional impact of protein binding site definition

P Nandigrami, A Fiser - Protein Science, 2024 - Wiley Online Library
Many biomedical applications, such as classification of binding specificities or
bioengineering, depend on the accurate definition of protein binding interfaces. Depending …

[HTML][HTML] Computational prediction of protein interfaces: A review of data driven methods

LC Xue, D Dobbs, AMJJ Bonvin, V Honavar - FEBS letters, 2015 - Elsevier
Reliably pinpointing which specific amino acid residues form the interface (s) between a
protein and its binding partner (s) is critical for understanding the structural and …

Structure-based virtual screening with supervised consensus scoring: evaluation of pose prediction and enrichment factors

R Teramoto, H Fukunishi - Journal of chemical information and …, 2008 - ACS Publications
Since the evaluation of ligand conformations is a crucial aspect of structure-based virtual
screening, scoring functions play significant roles in it. However, it is known that a scoring …

IChemPIC: a random forest classifier of biological and crystallographic protein–protein interfaces

F Da Silva, J Desaphy, G Bret… - Journal of chemical …, 2015 - ACS Publications
Protein–protein interactions are becoming a major focus of academic and pharmaceutical
research to identify low molecular weight compounds able to modulate oligomeric signaling …

On the analysis of protein–protein interactions via knowledge‐based potentials for the prediction of protein–protein docking

E Feliu, P Aloy, B Oliva - Protein Science, 2011 - Wiley Online Library
Abstract Development of effective methods to screen binary interactions obtained by rigid‐
body protein–protein docking is key for structure prediction of complexes and for elucidating …