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 …
protein interactions. Predictive models to filter out binding candidates with the highest …
Statistical potential for modeling and ranking of protein–ligand interactions
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 …
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 …
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 …
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
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 …
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 …
bioengineering, depend on the accurate definition of protein binding interfaces. Depending …
[HTML][HTML] Computational prediction of protein interfaces: A review of data driven methods
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 …
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 …
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 …
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
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 …
body protein–protein docking is key for structure prediction of complexes and for elucidating …