Cargando…

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(...

Descripción completa

Detalles Bibliográficos
Autores principales: Tsumagari, Kazuya, Sato, Yoshiaki, Shimozawa, Aki, Aoyagi, Hirofumi, Okano, Hideyuki, Kuromitsu, Junro
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
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
_version_ 1784769263261712384
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
work_keys_str_mv AT tsumagarikazuya coexpressionnetworkanalysisofhumantautransgenicmicerevealsproteinmodulesassociatedwithtauinducedpathologies
AT satoyoshiaki coexpressionnetworkanalysisofhumantautransgenicmicerevealsproteinmodulesassociatedwithtauinducedpathologies
AT shimozawaaki coexpressionnetworkanalysisofhumantautransgenicmicerevealsproteinmodulesassociatedwithtauinducedpathologies
AT aoyagihirofumi coexpressionnetworkanalysisofhumantautransgenicmicerevealsproteinmodulesassociatedwithtauinducedpathologies
AT okanohideyuki coexpressionnetworkanalysisofhumantautransgenicmicerevealsproteinmodulesassociatedwithtauinducedpathologies
AT kuromitsujunro coexpressionnetworkanalysisofhumantautransgenicmicerevealsproteinmodulesassociatedwithtauinducedpathologies