Systems-level reconstruction of kinase phosphosignaling networks regulating endothelial barrier integrity using temporal data

Autor: Ling Wei, John D. Aitchison, Alexis Kaushansky, Fred D. Mast
Jazyk: angličtina
Rok vydání: 2024
Předmět:
Zdroj: npj Systems Biology and Applications, Vol 10, Iss 1, Pp 1-8 (2024)
Druh dokumentu: article
ISSN: 2056-7189
DOI: 10.1038/s41540-024-00468-9
Popis: Abstract Phosphosignaling networks control cellular processes. We built kinase-mediated regulatory networks elicited by thrombin stimulation of brain endothelial cells using two computational strategies: Temporal Pathway Synthesizer (TPS), which uses phosphoproteomics data as input, and Temporally REsolved KInase Network Generation (TREKING), which uses kinase inhibitor screens. TPS and TREKING predicted overlapping barrier-regulatory kinases connected with unique network topology. Each strategy effectively describes regulatory signaling networks and is broadly applicable across biological systems.
Databáze: Directory of Open Access Journals
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