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Identification of conserved drought stress responsive gene-network across tissues and developmental stages in rice

Identification of genes that are coexpressed across various tissues and environmental stresses is biologically interesting, since they may play coordinated role in similar biological processes. Genes with correlated expression patterns can be best identified by using coexpression network analysis of...

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Autores principales: Smita, Shuchi, Katiyar, Amit, Pandey, Dev Mani, Chinnusamy, Viswanathan, Archak, Sunil, Bansal, Kailash Chander
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Biomedical Informatics 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3563401/
https://www.ncbi.nlm.nih.gov/pubmed/23390349
http://dx.doi.org/10.6026/97320630009072
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author Smita, Shuchi
Katiyar, Amit
Pandey, Dev Mani
Chinnusamy, Viswanathan
Archak, Sunil
Bansal, Kailash Chander
author_facet Smita, Shuchi
Katiyar, Amit
Pandey, Dev Mani
Chinnusamy, Viswanathan
Archak, Sunil
Bansal, Kailash Chander
author_sort Smita, Shuchi
collection PubMed
description Identification of genes that are coexpressed across various tissues and environmental stresses is biologically interesting, since they may play coordinated role in similar biological processes. Genes with correlated expression patterns can be best identified by using coexpression network analysis of transcriptome data. In the present study, we analyzed the temporal-spatial coordination of gene expression in root, leaf and panicle of rice under drought stress and constructed network using WGCNA and Cytoscape. Total of 2199 differentially expressed genes (DEGs) were identified in at least three or more tissues, wherein 88 genes have coordinated expression profile among all the six tissues under drought stress. These 88 highly coordinated genes were further subjected to module identification in the coexpression network. Based on chief topological properties we identified 18 hub genes such as ABC transporter, ATP-binding protein, dehydrin, protein phosphatase 2C, LTPL153 - Protease inhibitor, phosphatidylethanolaminebinding protein, lactose permease-related, NADP-dependent malic enzyme, etc. Motif enrichment analysis showed the presence of ABRE cis-elements in the promoters of > 62% of the coordinately expressed genes. Our results suggest that drought stress mediated upregulated gene expression was coordinated through an ABA-dependent signaling pathway across tissues, at least for the subset of genes identified in this study, while down regulation appears to be regulated by tissue specific pathways in rice.
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spelling pubmed-35634012013-02-06 Identification of conserved drought stress responsive gene-network across tissues and developmental stages in rice Smita, Shuchi Katiyar, Amit Pandey, Dev Mani Chinnusamy, Viswanathan Archak, Sunil Bansal, Kailash Chander Bioinformation Hypothesis Identification of genes that are coexpressed across various tissues and environmental stresses is biologically interesting, since they may play coordinated role in similar biological processes. Genes with correlated expression patterns can be best identified by using coexpression network analysis of transcriptome data. In the present study, we analyzed the temporal-spatial coordination of gene expression in root, leaf and panicle of rice under drought stress and constructed network using WGCNA and Cytoscape. Total of 2199 differentially expressed genes (DEGs) were identified in at least three or more tissues, wherein 88 genes have coordinated expression profile among all the six tissues under drought stress. These 88 highly coordinated genes were further subjected to module identification in the coexpression network. Based on chief topological properties we identified 18 hub genes such as ABC transporter, ATP-binding protein, dehydrin, protein phosphatase 2C, LTPL153 - Protease inhibitor, phosphatidylethanolaminebinding protein, lactose permease-related, NADP-dependent malic enzyme, etc. Motif enrichment analysis showed the presence of ABRE cis-elements in the promoters of > 62% of the coordinately expressed genes. Our results suggest that drought stress mediated upregulated gene expression was coordinated through an ABA-dependent signaling pathway across tissues, at least for the subset of genes identified in this study, while down regulation appears to be regulated by tissue specific pathways in rice. Biomedical Informatics 2013-01-18 /pmc/articles/PMC3563401/ /pubmed/23390349 http://dx.doi.org/10.6026/97320630009072 Text en © 2013 Biomedical Informatics This is an open-access article, which permits unrestricted use, distribution, and reproduction in any medium, for non-commercial purposes, provided the original author and source are credited.
spellingShingle Hypothesis
Smita, Shuchi
Katiyar, Amit
Pandey, Dev Mani
Chinnusamy, Viswanathan
Archak, Sunil
Bansal, Kailash Chander
Identification of conserved drought stress responsive gene-network across tissues and developmental stages in rice
title Identification of conserved drought stress responsive gene-network across tissues and developmental stages in rice
title_full Identification of conserved drought stress responsive gene-network across tissues and developmental stages in rice
title_fullStr Identification of conserved drought stress responsive gene-network across tissues and developmental stages in rice
title_full_unstemmed Identification of conserved drought stress responsive gene-network across tissues and developmental stages in rice
title_short Identification of conserved drought stress responsive gene-network across tissues and developmental stages in rice
title_sort identification of conserved drought stress responsive gene-network across tissues and developmental stages in rice
topic Hypothesis
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3563401/
https://www.ncbi.nlm.nih.gov/pubmed/23390349
http://dx.doi.org/10.6026/97320630009072
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