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A systems approach to a spatio-temporal understanding of the drought stress response in maize
Crops are often subjected to periods of drought stress during their life cycle. However, how stress response mechanisms contribute to the crosstalk between stress signaling pathways and developmental signaling pathways is still unknown. We built a gene co-expression network from a spatio-temporal tr...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5529502/ https://www.ncbi.nlm.nih.gov/pubmed/28747711 http://dx.doi.org/10.1038/s41598-017-06929-y |
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author | Miao, Zhenyan Han, Zhaoxue Zhang, Ting Chen, Siyuan Ma, Chuang |
author_facet | Miao, Zhenyan Han, Zhaoxue Zhang, Ting Chen, Siyuan Ma, Chuang |
author_sort | Miao, Zhenyan |
collection | PubMed |
description | Crops are often subjected to periods of drought stress during their life cycle. However, how stress response mechanisms contribute to the crosstalk between stress signaling pathways and developmental signaling pathways is still unknown. We built a gene co-expression network from a spatio-temporal transcriptomic map of the drought stress response in maize (Zea mays), profiled from three tissues and four developmental stages and characterized hub genes associated with duplication events, selection, and regulatory networks. Co-expression analysis grouped drought-response genes into ten modules, covering 844 highly connected genes (hub genes). Of these, 15.4% hub genes had diverged by whole-genome duplication events and 2.5% might then have been selected during natural domestication and artificial improvement processes, successively. We identified key transcription factor hubs in a transcriptional regulatory network, which may function as a crosstalk mechanism between drought stress and developmental signalling pathways in maize. Understanding the evolutionary biases that have evolved to enhance drought adaptation lays the foundation for further dissection of crosstalk between stress signalling pathways and developmental signalling pathways in maize, towards molecular design of new cultivars with desirable yield and greater stress tolerance. |
format | Online Article Text |
id | pubmed-5529502 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-55295022017-08-02 A systems approach to a spatio-temporal understanding of the drought stress response in maize Miao, Zhenyan Han, Zhaoxue Zhang, Ting Chen, Siyuan Ma, Chuang Sci Rep Article Crops are often subjected to periods of drought stress during their life cycle. However, how stress response mechanisms contribute to the crosstalk between stress signaling pathways and developmental signaling pathways is still unknown. We built a gene co-expression network from a spatio-temporal transcriptomic map of the drought stress response in maize (Zea mays), profiled from three tissues and four developmental stages and characterized hub genes associated with duplication events, selection, and regulatory networks. Co-expression analysis grouped drought-response genes into ten modules, covering 844 highly connected genes (hub genes). Of these, 15.4% hub genes had diverged by whole-genome duplication events and 2.5% might then have been selected during natural domestication and artificial improvement processes, successively. We identified key transcription factor hubs in a transcriptional regulatory network, which may function as a crosstalk mechanism between drought stress and developmental signalling pathways in maize. Understanding the evolutionary biases that have evolved to enhance drought adaptation lays the foundation for further dissection of crosstalk between stress signalling pathways and developmental signalling pathways in maize, towards molecular design of new cultivars with desirable yield and greater stress tolerance. Nature Publishing Group UK 2017-07-26 /pmc/articles/PMC5529502/ /pubmed/28747711 http://dx.doi.org/10.1038/s41598-017-06929-y Text en © The Author(s) 2017 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Miao, Zhenyan Han, Zhaoxue Zhang, Ting Chen, Siyuan Ma, Chuang A systems approach to a spatio-temporal understanding of the drought stress response in maize |
title | A systems approach to a spatio-temporal understanding of the drought stress response in maize |
title_full | A systems approach to a spatio-temporal understanding of the drought stress response in maize |
title_fullStr | A systems approach to a spatio-temporal understanding of the drought stress response in maize |
title_full_unstemmed | A systems approach to a spatio-temporal understanding of the drought stress response in maize |
title_short | A systems approach to a spatio-temporal understanding of the drought stress response in maize |
title_sort | systems approach to a spatio-temporal understanding of the drought stress response in maize |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5529502/ https://www.ncbi.nlm.nih.gov/pubmed/28747711 http://dx.doi.org/10.1038/s41598-017-06929-y |
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