Molecular network analysis of phosphotyrosine and lipid metabolism in hepatic PTP1b deletion mice

肝脏PTP1b缺失小鼠磷酸酪氨酸及脂质代谢的分子网络分析

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作者:Emily R Miraldi, Hadar Sharfi, Randall H Friedline, Hannah Johnson, Tejia Zhang, Ken S Lau, Hwi Jin Ko, Timothy G Curran, Kevin M Haigis, Michael B Yaffe, Richard Bonneau, Douglas A Lauffenburger, Barbara B Kahn, Jason K Kim, Benjamin G Neel, Alan Saghatelian, Forest M White

Abstract

Metabolic syndrome describes a set of obesity-related disorders that increase diabetes, cardiovascular, and mortality risk. Studies of liver-specific protein-tyrosine phosphatase 1b (PTP1b) deletion mice (L-PTP1b(-/-)) suggest that hepatic PTP1b inhibition would mitigate metabolic-syndrome through amelioration of hepatic insulin resistance, endoplasmic-reticulum stress, and whole-body lipid metabolism. However, the altered molecular-network states underlying these phenotypes are poorly understood. We used mass spectrometry to quantify protein-phosphotyrosine network changes in L-PTP1b(-/-) mouse livers relative to control mice on normal and high-fat diets. We applied a phosphosite-set-enrichment analysis to identify known and novel pathways exhibiting PTP1b- and diet-dependent phosphotyrosine regulation. Detection of a PTP1b-dependent, but functionally uncharacterized, set of phosphosites on lipid-metabolic proteins motivated global lipidomic analyses that revealed altered polyunsaturated-fatty-acid (PUFA) and triglyceride metabolism in L-PTP1b(-/-) mice. To connect phosphosites and lipid measurements in a unified model, we developed a multivariate-regression framework, which accounts for measurement noise and systematically missing proteomics data. This analysis resulted in quantitative models that predict roles for phosphoproteins involved in oxidation-reduction in altered PUFA and triglyceride metabolism.

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