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Updated: Aug 31, 2025

Modulation of Tau Subcellular Localization as a Tool to Investigate the Expression of Disease-related Genes
Published on: December 20, 2019
Co-expression network analysis of human tau-transgenic mice reveals protein modules associated with tau-induced
Kazuya Tsumagari1,2, Yoshiaki Sato3, Aki Shimozawa1
1Center for Integrated Medical Research, Keio University School of Medicine, Shinjuku-ku, Tokyo 160-8582, Japan.
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.

