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Co-expression network analysis of human tau-transgenic mice reveals protein modules associated with tau-induced pathologies
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(...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9382322/ https://www.ncbi.nlm.nih.gov/pubmed/35992067 http://dx.doi.org/10.1016/j.isci.2022.104832 |
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author | Tsumagari, Kazuya Sato, Yoshiaki Shimozawa, Aki Aoyagi, Hirofumi Okano, Hideyuki Kuromitsu, Junro |
author_facet | Tsumagari, Kazuya Sato, Yoshiaki Shimozawa, Aki Aoyagi, Hirofumi Okano, Hideyuki Kuromitsu, Junro |
author_sort | Tsumagari, Kazuya |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-9382322 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-93823222022-08-18 Co-expression network analysis of human tau-transgenic mice reveals protein modules associated with tau-induced pathologies Tsumagari, Kazuya Sato, Yoshiaki Shimozawa, Aki Aoyagi, Hirofumi Okano, Hideyuki Kuromitsu, Junro iScience Article 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. Elsevier 2022-08-05 /pmc/articles/PMC9382322/ /pubmed/35992067 http://dx.doi.org/10.1016/j.isci.2022.104832 Text en © 2022 The Author(s) https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Article Tsumagari, Kazuya Sato, Yoshiaki Shimozawa, Aki Aoyagi, Hirofumi Okano, Hideyuki Kuromitsu, Junro Co-expression network analysis of human tau-transgenic mice reveals protein modules associated with tau-induced pathologies |
title | Co-expression network analysis of human tau-transgenic mice reveals protein modules associated with tau-induced pathologies |
title_full | Co-expression network analysis of human tau-transgenic mice reveals protein modules associated with tau-induced pathologies |
title_fullStr | Co-expression network analysis of human tau-transgenic mice reveals protein modules associated with tau-induced pathologies |
title_full_unstemmed | Co-expression network analysis of human tau-transgenic mice reveals protein modules associated with tau-induced pathologies |
title_short | Co-expression network analysis of human tau-transgenic mice reveals protein modules associated with tau-induced pathologies |
title_sort | co-expression network analysis of human tau-transgenic mice reveals protein modules associated with tau-induced pathologies |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9382322/ https://www.ncbi.nlm.nih.gov/pubmed/35992067 http://dx.doi.org/10.1016/j.isci.2022.104832 |
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