[HTML][HTML] Protein–protein interaction prediction with deep learning: A comprehensive review

F Soleymani, E Paquet, H Viktor, W Michalowski… - Computational and …, 2022 - Elsevier
Most proteins perform their biological function by interacting with themselves or other
molecules. Thus, one may obtain biological insights into protein functions, disease …

Predicting protein–protein interactions from the molecular to the proteome level

O Keskin, N Tuncbag, A Gursoy - Chemical reviews, 2016 - ACS Publications
Identification of protein–protein interactions (PPIs) is at the center of molecular biology
considering the unquestionable role of proteins in cells. Combinatorial interactions result in …

Multifaceted protein–protein interaction prediction based on Siamese residual RCNN

M Chen, CJT Ju, G Zhou, X Chen, T Zhang… - …, 2019 - academic.oup.com
Motivation Sequence-based protein–protein interaction (PPI) prediction represents a
fundamental computational biology problem. To address this problem, extensive research …

ProteinsPlus: a web portal for structure analysis of macromolecules

R Fährrolfes, S Bietz, F Flachsenberg… - Nucleic acids …, 2017 - academic.oup.com
With currently more than 126 000 publicly available structures and an increasing growth
rate, the Protein Data Bank constitutes a rich data source for structure-driven research in …

Principles and overview of sampling methods for modeling macromolecular structure and dynamics

T Maximova, R Moffatt, B Ma, R Nussinov… - PLoS computational …, 2016 - journals.plos.org
Investigation of macromolecular structure and dynamics is fundamental to understanding
how macromolecules carry out their functions in the cell. Significant advances have been …

Transient protein–protein interactions

SE Acuner Ozbabacan, HB Engin… - … , Design & Selection, 2011 - academic.oup.com
Transient complexes are crucial for diverse biological processes such as biochemical
pathways and signaling cascades in the cell. Here, we give an overview of the transient …

Protein–protein interaction and quaternary structure

J Janin, RP Bahadur, P Chakrabarti - Quarterly reviews of biophysics, 2008 - cambridge.org
Protein–protein recognition plays an essential role in structure and function. Specific non-
covalent interactions stabilize the structure of macromolecular assemblies, exemplified in …

Structures of the extracellular regions of the group II/III metabotropic glutamate receptors

T Muto, D Tsuchiya, K Morikawa… - Proceedings of the …, 2007 - National Acad Sciences
Metabotropic glutamate receptors play major roles in the activation of excitatory synapses in
the central nerve system. We determined the crystal structure of the entire extracellular …

Human cancer protein-protein interaction network: a structural perspective

G Kar, A Gursoy, O Keskin - PLoS computational biology, 2009 - journals.plos.org
Protein-protein interaction networks provide a global picture of cellular function and
biological processes. Some proteins act as hub proteins, highly connected to others …

Mechanisms of protein oligomerization, the critical role of insertions and deletions in maintaining different oligomeric states

K Hashimoto, AR Panchenko - Proceedings of the National …, 2010 - National Acad Sciences
The main principles of protein-protein recognition are elucidated by the studies of
homooligomers which in turn mediate and regulate gene expression, activity of enzymes …