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Transcriptional regulation of the paper mulberry under cold stress as revealed by a comprehensive analysis of transcription factors

BACKGROUND: Several studies have focused on cold tolerance in multiple regulated levels. However, a genome-scale molecular analysis of the regulated network under the control of transcription factors (TFs) is still lacking, especially for trees. To comprehensively identify the TFs that regulate cold...

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Autores principales: Peng, Xianjun, Wu, Qingqing, Teng, Linhong, Tang, Feng, Pi, Zhi, Shen, Shihua
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4432934/
https://www.ncbi.nlm.nih.gov/pubmed/25928853
http://dx.doi.org/10.1186/s12870-015-0489-2
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author Peng, Xianjun
Wu, Qingqing
Teng, Linhong
Tang, Feng
Pi, Zhi
Shen, Shihua
author_facet Peng, Xianjun
Wu, Qingqing
Teng, Linhong
Tang, Feng
Pi, Zhi
Shen, Shihua
author_sort Peng, Xianjun
collection PubMed
description BACKGROUND: Several studies have focused on cold tolerance in multiple regulated levels. However, a genome-scale molecular analysis of the regulated network under the control of transcription factors (TFs) is still lacking, especially for trees. To comprehensively identify the TFs that regulate cold stress response in the paper mulberry and understand their regulatory interactions, transcriptomic data was used to assess changes in gene expression induced by exposure to cold. RESULTS: Results indicated that 794 TFs, belonging to 47 families and comprising more than 59% of the total TFs of this plant, were involved in the cold stress response. They were clustered into three groups, namely early, intermediate and late responsive groups which contained 95, 550 and 149 TFs, respectively. Among of these differentially expressed TFs, one bHLH, two ERFs and three CAMTAs were considered to be the key TFs functioning in the primary signal transduction. After that, at the intermediate stage of cold stress, there were mainly two biological processes that were regulated by TFs, namely cold stress resistance (including 5 bHLH, 14 ERFs, one HSF, 4 MYBs, 3 NACs, 11 WRKYs and so on) and growth and development of lateral organ or apical meristem (including ARR-B, B3, 5 bHLHs, 2 C2H2, 4 CO-like, 2 ERF, 3 HD-ZIP, 3 YABBYs, G2-like, GATA, GRAS and TCP). In late responsive group, 3 ARR-B, C3H, 6 CO-like, 2 G2-like, 2 HSFs, 2 NACs and TCP. Most of them presented the up-regulated expression at 12 or 24 hours after cold stress implied their important roles for the new growth homeostasis under cold stress. CONCLUSIONS: Our study identified the key TFs that function in the regulatory cascades mediating the activation of downstream genes during cold tress tolerance in the paper mulberry. Based on the analysis, we found that the AP2/ERF, bHLH, MYB, NAC and WRKY families might play the central and significant roles during cold stress response in the paper mulberry just as in other species. Meanwhile, many other TF families previously reported as involving in regulation of growth and development, including ARF, DBB, G2-like, GRF, GRAS, LBD, WOX and YAABY exhibited their important potential function in growth regulation under cold stress. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12870-015-0489-2) contains supplementary material, which is available to authorized users.
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spelling pubmed-44329342015-05-16 Transcriptional regulation of the paper mulberry under cold stress as revealed by a comprehensive analysis of transcription factors Peng, Xianjun Wu, Qingqing Teng, Linhong Tang, Feng Pi, Zhi Shen, Shihua BMC Plant Biol Research Article BACKGROUND: Several studies have focused on cold tolerance in multiple regulated levels. However, a genome-scale molecular analysis of the regulated network under the control of transcription factors (TFs) is still lacking, especially for trees. To comprehensively identify the TFs that regulate cold stress response in the paper mulberry and understand their regulatory interactions, transcriptomic data was used to assess changes in gene expression induced by exposure to cold. RESULTS: Results indicated that 794 TFs, belonging to 47 families and comprising more than 59% of the total TFs of this plant, were involved in the cold stress response. They were clustered into three groups, namely early, intermediate and late responsive groups which contained 95, 550 and 149 TFs, respectively. Among of these differentially expressed TFs, one bHLH, two ERFs and three CAMTAs were considered to be the key TFs functioning in the primary signal transduction. After that, at the intermediate stage of cold stress, there were mainly two biological processes that were regulated by TFs, namely cold stress resistance (including 5 bHLH, 14 ERFs, one HSF, 4 MYBs, 3 NACs, 11 WRKYs and so on) and growth and development of lateral organ or apical meristem (including ARR-B, B3, 5 bHLHs, 2 C2H2, 4 CO-like, 2 ERF, 3 HD-ZIP, 3 YABBYs, G2-like, GATA, GRAS and TCP). In late responsive group, 3 ARR-B, C3H, 6 CO-like, 2 G2-like, 2 HSFs, 2 NACs and TCP. Most of them presented the up-regulated expression at 12 or 24 hours after cold stress implied their important roles for the new growth homeostasis under cold stress. CONCLUSIONS: Our study identified the key TFs that function in the regulatory cascades mediating the activation of downstream genes during cold tress tolerance in the paper mulberry. Based on the analysis, we found that the AP2/ERF, bHLH, MYB, NAC and WRKY families might play the central and significant roles during cold stress response in the paper mulberry just as in other species. Meanwhile, many other TF families previously reported as involving in regulation of growth and development, including ARF, DBB, G2-like, GRF, GRAS, LBD, WOX and YAABY exhibited their important potential function in growth regulation under cold stress. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12870-015-0489-2) contains supplementary material, which is available to authorized users. BioMed Central 2015-04-19 /pmc/articles/PMC4432934/ /pubmed/25928853 http://dx.doi.org/10.1186/s12870-015-0489-2 Text en © Peng et al.; licensee BioMed Central. 2015 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 work is properly credited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research Article
Peng, Xianjun
Wu, Qingqing
Teng, Linhong
Tang, Feng
Pi, Zhi
Shen, Shihua
Transcriptional regulation of the paper mulberry under cold stress as revealed by a comprehensive analysis of transcription factors
title Transcriptional regulation of the paper mulberry under cold stress as revealed by a comprehensive analysis of transcription factors
title_full Transcriptional regulation of the paper mulberry under cold stress as revealed by a comprehensive analysis of transcription factors
title_fullStr Transcriptional regulation of the paper mulberry under cold stress as revealed by a comprehensive analysis of transcription factors
title_full_unstemmed Transcriptional regulation of the paper mulberry under cold stress as revealed by a comprehensive analysis of transcription factors
title_short Transcriptional regulation of the paper mulberry under cold stress as revealed by a comprehensive analysis of transcription factors
title_sort transcriptional regulation of the paper mulberry under cold stress as revealed by a comprehensive analysis of transcription factors
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4432934/
https://www.ncbi.nlm.nih.gov/pubmed/25928853
http://dx.doi.org/10.1186/s12870-015-0489-2
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