[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 …

The state-of-play and future of antibody therapeutics

Z Elgundi, M Reslan, E Cruz, V Sifniotis… - Advanced drug delivery …, 2017 - Elsevier
It has been over four decades since the development of monoclonal antibodies (mAbs)
using a hybridoma cell line was first reported. Since then more than thirty therapeutic …

Updates to the integrated protein–protein interaction benchmarks: docking benchmark version 5 and affinity benchmark version 2

T Vreven, IH Moal, A Vangone, BG Pierce… - Journal of molecular …, 2015 - Elsevier
We present an updated and integrated version of our widely used protein–protein docking
and binding affinity benchmarks. The benchmarks consist of non-redundant, high-quality …

Inference of macromolecular assemblies from crystalline state

E Krissinel, K Henrick - Journal of molecular biology, 2007 - Elsevier
We discuss basic physical–chemical principles underlying the formation of stable
macromolecular complexes, which in many cases are likely to be the biological units …

Protein interaction interface region prediction by geometric deep learning

B Dai, C Bailey-Kellogg - Bioinformatics, 2021 - academic.oup.com
Motivation Protein–protein interactions drive wide-ranging molecular processes, and
characterizing at the atomic level how proteins interact (beyond just the fact that they …

Using support vector machine combined with auto covariance to predict protein–protein interactions from protein sequences

Y Guo, L Yu, Z Wen, M Li - Nucleic acids research, 2008 - academic.oup.com
Compared to the available protein sequences of different organisms, the number of revealed
protein–protein interactions (PPIs) is still very limited. So many computational methods have …

Principles of protein− protein interactions: what are the preferred ways for proteins to interact?

O Keskin, A Gursoy, B Ma, R Nussinov - Chemical reviews, 2008 - ACS Publications
Proteins are the working horse of the cellular machinery. They are responsible for diverse
functions ranging from molecular motors to signaling. They catalyze reactions, transport …

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 …

Predicting protein-protein interactions on a proteome scale by matching evolutionary and structural similarities at interfaces using PRISM

N Tuncbag, A Gursoy, R Nussinov, O Keskin - Nature protocols, 2011 - nature.com
Prediction of protein-protein interactions at the structural level on the proteome scale is
important because it allows prediction of protein function, helps drug discovery and takes …

Crystal contacts as nature's docking solutions

E Krissinel - Journal of computational chemistry, 2010 - Wiley Online Library
The assumption that crystal contacts reflect natural macromolecular interactions makes a
basis for many studies in structural biology. However, the crystal state may correspond to a …