Elucidating essential kinases of endothelin signalling by logic modelling of phosphoproteomics data

通过磷酸化蛋白质组学数据的逻辑建模阐明内皮素信号传导的必需激酶

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作者:Alexander Schäfer, Enio Gjerga, Richard Wd Welford, Imke Renz, Francois Lehembre, Peter Ma Groenen, Julio Saez-Rodriguez, Ruedi Aebersold, Matthias Gstaiger

Abstract

Endothelins (EDN) are peptide hormones that activate a GPCR signalling system and contribute to several diseases, including hypertension and cancer. Current knowledge about EDN signalling is fragmentary, and no systems level understanding is available. We investigated phosphoproteomic changes caused by endothelin B receptor (ENDRB) activation in the melanoma cell lines UACC257 and A2058 and built an integrated model of EDNRB signalling from the phosphoproteomics data. More than 5,000 unique phosphopeptides were quantified. EDN induced quantitative changes in more than 800 phosphopeptides, which were all strictly dependent on EDNRB. Activated kinases were identified based on high confidence EDN target sites and validated by Western blot. The data were combined with prior knowledge to construct the first comprehensive logic model of EDN signalling. Among the kinases predicted by the signalling model, AKT, JNK, PKC and AMP could be functionally linked to EDN-induced cell migration. The model contributes to the system-level understanding of the mechanisms underlying the pleiotropic effects of EDN signalling and supports the rational selection of kinase inhibitors for combination treatments with EDN receptor antagonists.

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