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Network Clustering Revealed the Systemic Alterations of Mitochondrial Protein Expression

The mitochondrial protein repertoire varies depending on the cellular state. Protein component modifications caused by mitochondrial DNA (mtDNA) depletion are related to a wide range of human diseases; however, little is known about how nuclear-encoded mitochondrial proteins (mt proteome) changes un...

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Autores principales: Jeon, Jouhyun, Jeong, Jae Hoon, Baek, Je-Hyun, Koo, Hyun-Jung, Park, Wook-Ha, Yang, Jae-Seong, Yu, Myeong-Hee, Kim, Sanguk, Pak, Youngmi Kim
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3127811/
https://www.ncbi.nlm.nih.gov/pubmed/21738461
http://dx.doi.org/10.1371/journal.pcbi.1002093
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author Jeon, Jouhyun
Jeong, Jae Hoon
Baek, Je-Hyun
Koo, Hyun-Jung
Park, Wook-Ha
Yang, Jae-Seong
Yu, Myeong-Hee
Kim, Sanguk
Pak, Youngmi Kim
author_facet Jeon, Jouhyun
Jeong, Jae Hoon
Baek, Je-Hyun
Koo, Hyun-Jung
Park, Wook-Ha
Yang, Jae-Seong
Yu, Myeong-Hee
Kim, Sanguk
Pak, Youngmi Kim
author_sort Jeon, Jouhyun
collection PubMed
description The mitochondrial protein repertoire varies depending on the cellular state. Protein component modifications caused by mitochondrial DNA (mtDNA) depletion are related to a wide range of human diseases; however, little is known about how nuclear-encoded mitochondrial proteins (mt proteome) changes under such dysfunctional states. In this study, we investigated the systemic alterations of mtDNA-depleted (ρ(0)) mitochondria by using network analysis of gene expression data. By modularizing the quantified proteomics data into protein functional networks, systemic properties of mitochondrial dysfunction were analyzed. We discovered that up-regulated and down-regulated proteins were organized into two predominant subnetworks that exhibited distinct biological processes. The down-regulated network modules are involved in typical mitochondrial functions, while up-regulated proteins are responsible for mtDNA repair and regulation of mt protein expression and transport. Furthermore, comparisons of proteome and transcriptome data revealed that ρ(0) cells attempted to compensate for mtDNA depletion by modulating the coordinated expression/transport of mt proteins. Our results demonstrate that mt protein composition changed to remodel the functional organization of mitochondrial protein networks in response to dysfunctional cellular states. Human mt protein functional networks provide a framework for understanding how cells respond to mitochondrial dysfunctions.
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spelling pubmed-31278112011-07-07 Network Clustering Revealed the Systemic Alterations of Mitochondrial Protein Expression Jeon, Jouhyun Jeong, Jae Hoon Baek, Je-Hyun Koo, Hyun-Jung Park, Wook-Ha Yang, Jae-Seong Yu, Myeong-Hee Kim, Sanguk Pak, Youngmi Kim PLoS Comput Biol Research Article The mitochondrial protein repertoire varies depending on the cellular state. Protein component modifications caused by mitochondrial DNA (mtDNA) depletion are related to a wide range of human diseases; however, little is known about how nuclear-encoded mitochondrial proteins (mt proteome) changes under such dysfunctional states. In this study, we investigated the systemic alterations of mtDNA-depleted (ρ(0)) mitochondria by using network analysis of gene expression data. By modularizing the quantified proteomics data into protein functional networks, systemic properties of mitochondrial dysfunction were analyzed. We discovered that up-regulated and down-regulated proteins were organized into two predominant subnetworks that exhibited distinct biological processes. The down-regulated network modules are involved in typical mitochondrial functions, while up-regulated proteins are responsible for mtDNA repair and regulation of mt protein expression and transport. Furthermore, comparisons of proteome and transcriptome data revealed that ρ(0) cells attempted to compensate for mtDNA depletion by modulating the coordinated expression/transport of mt proteins. Our results demonstrate that mt protein composition changed to remodel the functional organization of mitochondrial protein networks in response to dysfunctional cellular states. Human mt protein functional networks provide a framework for understanding how cells respond to mitochondrial dysfunctions. Public Library of Science 2011-06-30 /pmc/articles/PMC3127811/ /pubmed/21738461 http://dx.doi.org/10.1371/journal.pcbi.1002093 Text en Jeon et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Jeon, Jouhyun
Jeong, Jae Hoon
Baek, Je-Hyun
Koo, Hyun-Jung
Park, Wook-Ha
Yang, Jae-Seong
Yu, Myeong-Hee
Kim, Sanguk
Pak, Youngmi Kim
Network Clustering Revealed the Systemic Alterations of Mitochondrial Protein Expression
title Network Clustering Revealed the Systemic Alterations of Mitochondrial Protein Expression
title_full Network Clustering Revealed the Systemic Alterations of Mitochondrial Protein Expression
title_fullStr Network Clustering Revealed the Systemic Alterations of Mitochondrial Protein Expression
title_full_unstemmed Network Clustering Revealed the Systemic Alterations of Mitochondrial Protein Expression
title_short Network Clustering Revealed the Systemic Alterations of Mitochondrial Protein Expression
title_sort network clustering revealed the systemic alterations of mitochondrial protein expression
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3127811/
https://www.ncbi.nlm.nih.gov/pubmed/21738461
http://dx.doi.org/10.1371/journal.pcbi.1002093
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