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Gene Co-Expression Network Analysis Unraveling Transcriptional Regulation of High-Altitude Adaptation of Tibetan Pig

Tibetan pigs have survived at high altitude for millennia and they have a suite of adaptive features to tolerate the hypoxic environment. However, the molecular mechanisms underlying the regulation of hypoxia-adaptive phenotypes have not been completely elucidated. In this study, we analyzed differe...

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Autores principales: Jia, Cunling, Kong, Xiaoyan, Koltes, James E., Gou, Xiao, Yang, Shuli, Yan, Dawei, Lu, Shaoxiong, Wei, Zehui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5148111/
https://www.ncbi.nlm.nih.gov/pubmed/27936142
http://dx.doi.org/10.1371/journal.pone.0168161
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author Jia, Cunling
Kong, Xiaoyan
Koltes, James E.
Gou, Xiao
Yang, Shuli
Yan, Dawei
Lu, Shaoxiong
Wei, Zehui
author_facet Jia, Cunling
Kong, Xiaoyan
Koltes, James E.
Gou, Xiao
Yang, Shuli
Yan, Dawei
Lu, Shaoxiong
Wei, Zehui
author_sort Jia, Cunling
collection PubMed
description Tibetan pigs have survived at high altitude for millennia and they have a suite of adaptive features to tolerate the hypoxic environment. However, the molecular mechanisms underlying the regulation of hypoxia-adaptive phenotypes have not been completely elucidated. In this study, we analyzed differentially expressed genes (DEGs), biological pathways and constructed co-expression regulation networks using whole-transcriptome microarrays from lung tissues of Tibetan and Duroc pigs both at high and low altitude. A total of 3,066 DEGs were identified and this list was over-represented for the ontology terms including metabolic process, catalytic activity, and KEGG pathway including metabolic pathway and PI3K-Akt signaling pathway. The regulatory (RIF) and phenotypic (PIF) impact factor analysis identified several known and several potentially novel regulators of hypoxia adaption, including: IKBKG, KLF6 and RBPJ (RIF1), SF3B1, EFEMP1, HOXB6 and ATF6 (RIF2). These findings provide new details of the regulatory architecture of hypoxia-adaptive genes and also insight into which genes may undergo epigenetic modification for further study in the high-altitude adaptation.
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spelling pubmed-51481112016-12-28 Gene Co-Expression Network Analysis Unraveling Transcriptional Regulation of High-Altitude Adaptation of Tibetan Pig Jia, Cunling Kong, Xiaoyan Koltes, James E. Gou, Xiao Yang, Shuli Yan, Dawei Lu, Shaoxiong Wei, Zehui PLoS One Research Article Tibetan pigs have survived at high altitude for millennia and they have a suite of adaptive features to tolerate the hypoxic environment. However, the molecular mechanisms underlying the regulation of hypoxia-adaptive phenotypes have not been completely elucidated. In this study, we analyzed differentially expressed genes (DEGs), biological pathways and constructed co-expression regulation networks using whole-transcriptome microarrays from lung tissues of Tibetan and Duroc pigs both at high and low altitude. A total of 3,066 DEGs were identified and this list was over-represented for the ontology terms including metabolic process, catalytic activity, and KEGG pathway including metabolic pathway and PI3K-Akt signaling pathway. The regulatory (RIF) and phenotypic (PIF) impact factor analysis identified several known and several potentially novel regulators of hypoxia adaption, including: IKBKG, KLF6 and RBPJ (RIF1), SF3B1, EFEMP1, HOXB6 and ATF6 (RIF2). These findings provide new details of the regulatory architecture of hypoxia-adaptive genes and also insight into which genes may undergo epigenetic modification for further study in the high-altitude adaptation. Public Library of Science 2016-12-09 /pmc/articles/PMC5148111/ /pubmed/27936142 http://dx.doi.org/10.1371/journal.pone.0168161 Text en © 2016 Jia 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 (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Jia, Cunling
Kong, Xiaoyan
Koltes, James E.
Gou, Xiao
Yang, Shuli
Yan, Dawei
Lu, Shaoxiong
Wei, Zehui
Gene Co-Expression Network Analysis Unraveling Transcriptional Regulation of High-Altitude Adaptation of Tibetan Pig
title Gene Co-Expression Network Analysis Unraveling Transcriptional Regulation of High-Altitude Adaptation of Tibetan Pig
title_full Gene Co-Expression Network Analysis Unraveling Transcriptional Regulation of High-Altitude Adaptation of Tibetan Pig
title_fullStr Gene Co-Expression Network Analysis Unraveling Transcriptional Regulation of High-Altitude Adaptation of Tibetan Pig
title_full_unstemmed Gene Co-Expression Network Analysis Unraveling Transcriptional Regulation of High-Altitude Adaptation of Tibetan Pig
title_short Gene Co-Expression Network Analysis Unraveling Transcriptional Regulation of High-Altitude Adaptation of Tibetan Pig
title_sort gene co-expression network analysis unraveling transcriptional regulation of high-altitude adaptation of tibetan pig
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5148111/
https://www.ncbi.nlm.nih.gov/pubmed/27936142
http://dx.doi.org/10.1371/journal.pone.0168161
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