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Stress-induced changes in gene interactions in human cells

Cells respond to variable environments by changing gene expression and gene interactions. To study how human cells response to stress, we analyzed the expression of >5000 genes in cultured B cells from nearly 100 normal individuals following endoplasmic reticulum stress and exposure to ionizing r...

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Autores principales: Nayak, Renuka R., Bernal, William E., Lee, Jessica W., Kearns, Michael J., Cheung, Vivian G.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3919594/
https://www.ncbi.nlm.nih.gov/pubmed/24170811
http://dx.doi.org/10.1093/nar/gkt999
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author Nayak, Renuka R.
Bernal, William E.
Lee, Jessica W.
Kearns, Michael J.
Cheung, Vivian G.
author_facet Nayak, Renuka R.
Bernal, William E.
Lee, Jessica W.
Kearns, Michael J.
Cheung, Vivian G.
author_sort Nayak, Renuka R.
collection PubMed
description Cells respond to variable environments by changing gene expression and gene interactions. To study how human cells response to stress, we analyzed the expression of >5000 genes in cultured B cells from nearly 100 normal individuals following endoplasmic reticulum stress and exposure to ionizing radiation. We identified thousands of genes that are induced or repressed. Then, we constructed coexpression networks and inferred interactions among genes. We used coexpression and machine learning analyses to study how genes interact with each other in response to stress. The results showed that for most genes, their interactions with each other are the same at baseline and in response to different stresses; however, a small set of genes acquired new interacting partners to engage in stress-specific responses. These genes with altered interacting partners are associated with diseases in which endoplasmic reticulum stress response or sensitivity to radiation has been implicated. Thus, our findings showed that to understand disease-specific pathways, it is important to identify not only genes that change expression levels but also those that alter interactions with other genes.
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spelling pubmed-39195942014-02-10 Stress-induced changes in gene interactions in human cells Nayak, Renuka R. Bernal, William E. Lee, Jessica W. Kearns, Michael J. Cheung, Vivian G. Nucleic Acids Res Genomics Cells respond to variable environments by changing gene expression and gene interactions. To study how human cells response to stress, we analyzed the expression of >5000 genes in cultured B cells from nearly 100 normal individuals following endoplasmic reticulum stress and exposure to ionizing radiation. We identified thousands of genes that are induced or repressed. Then, we constructed coexpression networks and inferred interactions among genes. We used coexpression and machine learning analyses to study how genes interact with each other in response to stress. The results showed that for most genes, their interactions with each other are the same at baseline and in response to different stresses; however, a small set of genes acquired new interacting partners to engage in stress-specific responses. These genes with altered interacting partners are associated with diseases in which endoplasmic reticulum stress response or sensitivity to radiation has been implicated. Thus, our findings showed that to understand disease-specific pathways, it is important to identify not only genes that change expression levels but also those that alter interactions with other genes. Oxford University Press 2014-02 2013-10-28 /pmc/articles/PMC3919594/ /pubmed/24170811 http://dx.doi.org/10.1093/nar/gkt999 Text en © The Author(s) 2013. Published by Oxford University Press. http://creativecommons.org/licenses/by/3.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/3.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Genomics
Nayak, Renuka R.
Bernal, William E.
Lee, Jessica W.
Kearns, Michael J.
Cheung, Vivian G.
Stress-induced changes in gene interactions in human cells
title Stress-induced changes in gene interactions in human cells
title_full Stress-induced changes in gene interactions in human cells
title_fullStr Stress-induced changes in gene interactions in human cells
title_full_unstemmed Stress-induced changes in gene interactions in human cells
title_short Stress-induced changes in gene interactions in human cells
title_sort stress-induced changes in gene interactions in human cells
topic Genomics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3919594/
https://www.ncbi.nlm.nih.gov/pubmed/24170811
http://dx.doi.org/10.1093/nar/gkt999
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