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Global Genetic Response in a Cancer Cell: Self-Organized Coherent Expression Dynamics

Understanding the basic mechanism of the spatio-temporal self-control of genome-wide gene expression engaged with the complex epigenetic molecular assembly is one of major challenges in current biological science. In this study, the genome-wide dynamical profile of gene expression was analyzed for M...

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Autores principales: Tsuchiya, Masa, Hashimoto, Midori, Takenaka, Yoshiko, Motoike, Ikuko N., Yoshikawa, Kenichi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4022610/
https://www.ncbi.nlm.nih.gov/pubmed/24831017
http://dx.doi.org/10.1371/journal.pone.0097411
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author Tsuchiya, Masa
Hashimoto, Midori
Takenaka, Yoshiko
Motoike, Ikuko N.
Yoshikawa, Kenichi
author_facet Tsuchiya, Masa
Hashimoto, Midori
Takenaka, Yoshiko
Motoike, Ikuko N.
Yoshikawa, Kenichi
author_sort Tsuchiya, Masa
collection PubMed
description Understanding the basic mechanism of the spatio-temporal self-control of genome-wide gene expression engaged with the complex epigenetic molecular assembly is one of major challenges in current biological science. In this study, the genome-wide dynamical profile of gene expression was analyzed for MCF-7 breast cancer cells induced by two distinct ErbB receptor ligands: epidermal growth factor (EGF) and heregulin (HRG), which drive cell proliferation and differentiation, respectively. We focused our attention to elucidate how global genetic responses emerge and to decipher what is an underlying principle for dynamic self-control of genome-wide gene expression. The whole mRNA expression was classified into about a hundred groups according to the root mean square fluctuation (rmsf). These expression groups showed characteristic time-dependent correlations, indicating the existence of collective behaviors on the ensemble of genes with respect to mRNA expression and also to temporal changes in expression. All-or-none responses were observed for HRG and EGF (biphasic statistics) at around 10–20 min. The emergence of time-dependent collective behaviors of expression occurred through bifurcation of a coherent expression state (CES). In the ensemble of mRNA expression, the self-organized CESs reveals distinct characteristic expression domains for biphasic statistics, which exhibits notably the presence of criticality in the expression profile as a route for genomic transition. In time-dependent changes in the expression domains, the dynamics of CES reveals that the temporal development of the characteristic domains is characterized as autonomous bistable switch, which exhibits dynamic criticality (the temporal development of criticality) in the genome-wide coherent expression dynamics. It is expected that elucidation of the biophysical origin for such critical behavior sheds light on the underlying mechanism of the control of whole genome.
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spelling pubmed-40226102014-05-21 Global Genetic Response in a Cancer Cell: Self-Organized Coherent Expression Dynamics Tsuchiya, Masa Hashimoto, Midori Takenaka, Yoshiko Motoike, Ikuko N. Yoshikawa, Kenichi PLoS One Research Article Understanding the basic mechanism of the spatio-temporal self-control of genome-wide gene expression engaged with the complex epigenetic molecular assembly is one of major challenges in current biological science. In this study, the genome-wide dynamical profile of gene expression was analyzed for MCF-7 breast cancer cells induced by two distinct ErbB receptor ligands: epidermal growth factor (EGF) and heregulin (HRG), which drive cell proliferation and differentiation, respectively. We focused our attention to elucidate how global genetic responses emerge and to decipher what is an underlying principle for dynamic self-control of genome-wide gene expression. The whole mRNA expression was classified into about a hundred groups according to the root mean square fluctuation (rmsf). These expression groups showed characteristic time-dependent correlations, indicating the existence of collective behaviors on the ensemble of genes with respect to mRNA expression and also to temporal changes in expression. All-or-none responses were observed for HRG and EGF (biphasic statistics) at around 10–20 min. The emergence of time-dependent collective behaviors of expression occurred through bifurcation of a coherent expression state (CES). In the ensemble of mRNA expression, the self-organized CESs reveals distinct characteristic expression domains for biphasic statistics, which exhibits notably the presence of criticality in the expression profile as a route for genomic transition. In time-dependent changes in the expression domains, the dynamics of CES reveals that the temporal development of the characteristic domains is characterized as autonomous bistable switch, which exhibits dynamic criticality (the temporal development of criticality) in the genome-wide coherent expression dynamics. It is expected that elucidation of the biophysical origin for such critical behavior sheds light on the underlying mechanism of the control of whole genome. Public Library of Science 2014-05-15 /pmc/articles/PMC4022610/ /pubmed/24831017 http://dx.doi.org/10.1371/journal.pone.0097411 Text en © 2014 Tsuchiya 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
Tsuchiya, Masa
Hashimoto, Midori
Takenaka, Yoshiko
Motoike, Ikuko N.
Yoshikawa, Kenichi
Global Genetic Response in a Cancer Cell: Self-Organized Coherent Expression Dynamics
title Global Genetic Response in a Cancer Cell: Self-Organized Coherent Expression Dynamics
title_full Global Genetic Response in a Cancer Cell: Self-Organized Coherent Expression Dynamics
title_fullStr Global Genetic Response in a Cancer Cell: Self-Organized Coherent Expression Dynamics
title_full_unstemmed Global Genetic Response in a Cancer Cell: Self-Organized Coherent Expression Dynamics
title_short Global Genetic Response in a Cancer Cell: Self-Organized Coherent Expression Dynamics
title_sort global genetic response in a cancer cell: self-organized coherent expression dynamics
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4022610/
https://www.ncbi.nlm.nih.gov/pubmed/24831017
http://dx.doi.org/10.1371/journal.pone.0097411
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