Fundamentals of protein interaction network mapping

J Snider, M Kotlyar, P Saraon, Z Yao… - Molecular systems …, 2015 - embopress.org
Studying protein interaction networks of all proteins in an organism (“interactomes”) remains
one of the major challenges in modern biomedicine. Such information is crucial to …

JAK‐STAT core cancer pathway: an integrative cancer interactome analysis

F Erdogan, TB Radu, A Orlova… - Journal of cellular …, 2022 - Wiley Online Library
Through a comprehensive review and in silico analysis of reported data on STAT‐linked
diseases, we analysed the communication pathways and interactome of the seven STATs in …

[HTML][HTML] Information fusion as an integrative cross-cutting enabler to achieve robust, explainable, and trustworthy medical artificial intelligence

A Holzinger, M Dehmer, F Emmert-Streib, R Cucchiara… - Information …, 2022 - Elsevier
Medical artificial intelligence (AI) systems have been remarkably successful, even
outperforming human performance at certain tasks. There is no doubt that AI is important to …

[HTML][HTML] A physical wiring diagram for the human immune system

J Shilts, Y Severin, F Galaway, N Müller-Sienerth… - Nature, 2022 - nature.com
The human immune system is composed of a distributed network of cells circulating
throughout the body, which must dynamically form physical associations and communicate …

IID 2018 update: context-specific physical protein–protein interactions in human, model organisms and domesticated species

M Kotlyar, C Pastrello, Z Malik… - Nucleic acids research, 2019 - academic.oup.com
Knowing the set of physical protein–protein interactions (PPIs) that occur in a particular
context—a tissue, disease, or other condition—can provide valuable insights into key …

Integrated interactions database: tissue-specific view of the human and model organism interactomes

M Kotlyar, C Pastrello, N Sheahan… - Nucleic acids …, 2016 - academic.oup.com
Abstract IID (Integrated Interactions Database) is the first database providing tissue-specific
protein–protein interactions (PPIs) for model organisms and human. IID covers six species …

IID 2021: towards context-specific protein interaction analyses by increased coverage, enhanced annotation and enrichment analysis

M Kotlyar, C Pastrello, Z Ahmed, J Chee… - Nucleic acids …, 2022 - academic.oup.com
Improved bioassays have significantly increased the rate of identifying new protein-protein
interactions (PPIs), and the number of detected human PPIs has greatly exceeded early …

[HTML][HTML] Mutations at protein-protein interfaces: Small changes over big surfaces have large impacts on human health

HC Jubb, AP Pandurangan, MA Turner… - Progress in biophysics …, 2017 - Elsevier
Many essential biological processes including cell regulation and signalling are mediated
through the assembly of protein complexes. Changes to protein-protein interaction (PPI) …

[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 …

Protein‐protein interaction networks as miners of biological discovery

S Wang, R Wu, J Lu, Y Jiang, T Huang, YD Cai - Proteomics, 2022 - Wiley Online Library
Protein‐protein interactions (PPIs) form the basis of a myriad of biological pathways and
mechanism, such as the formation of protein complexes or the components of signaling …