Co-expression network analysis of human tau-transgenic mice reveals protein modules associated with tau-induced pathologies

人类 tau 转基因小鼠的共表达网络分析揭示了与 tau 诱导的病理相关的蛋白质模块

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作者:Kazuya Tsumagari, Yoshiaki Sato, Aki Shimozawa, Hirofumi Aoyagi, Hideyuki Okano, Junro Kuromitsu

Abstract

Abnormally accumulated tau protein aggregates are one of the hallmarks of neurodegenerative diseases, including Alzheimer's disease (AD). In order to investigate proteomic alteration driven by tau aggregates, we implemented quantitative proteomics to analyze disease model mice expressing human MAPT P301S transgene (hTau-Tg) and quantified more than 9,000 proteins in total. We applied the weighted gene co-expression analysis (WGCNA) algorithm to the datasets and explored protein co-expression modules that were associated with the accumulation of tau aggregates and were preserved in proteomes of AD brains. This led us to identify four modules with functions related to neuroinflammatory responses, mitochondrial energy production processes (including the tricarboxylic acid cycle and oxidative phosphorylation), cholesterol biosynthesis, and postsynaptic density. Furthermore, a phosphoproteomics study uncovered phosphorylation sites that were highly correlated with these modules. Our datasets represent resources for understanding the molecular basis of tau-induced neurodegeneration, including AD.

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