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Hierarchical transcription factor and regulatory network for drought response in Betula platyphylla

Although many genes and biological processes involved in abiotic stress responses have been identified, how they are regulated remains largely unclear. Here, to study the regulatory mechanism of birch (Betula platyphylla) responding to drought induced by polyethylene glycol 6000 (20%, w/v), a partia...

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Autores principales: Jia, Yaqi, Niu, Yani, Zhao, Huimin, Wang, Zhibo, Gao, Caiqiu, Wang, Chao, Chen, Su, Wang, Yucheng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9070641/
https://www.ncbi.nlm.nih.gov/pubmed/35184174
http://dx.doi.org/10.1093/hr/uhac040
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author Jia, Yaqi
Niu, Yani
Zhao, Huimin
Wang, Zhibo
Gao, Caiqiu
Wang, Chao
Chen, Su
Wang, Yucheng
author_facet Jia, Yaqi
Niu, Yani
Zhao, Huimin
Wang, Zhibo
Gao, Caiqiu
Wang, Chao
Chen, Su
Wang, Yucheng
author_sort Jia, Yaqi
collection PubMed
description Although many genes and biological processes involved in abiotic stress responses have been identified, how they are regulated remains largely unclear. Here, to study the regulatory mechanism of birch (Betula platyphylla) responding to drought induced by polyethylene glycol 6000 (20%, w/v), a partial correlation coefficient-based algorithm for constructing a gene regulatory network (GRN) was proposed, and a three-layer hierarchical GRN was constructed, including 68 transcription factors and 252 structural genes. A total of 1448 predicted regulatory relationships are included, and most of them are novel. The reliability of the GRN was verified by chromatin immunoprecipitation (ChIP)–PCR and qRT–PCR based on transient transformation. About 55% of genes in the bottom layer of the GRN could confer drought tolerance. We selected two TFs, BpMADS11 and BpNAC090, from the top layer and characterized their function in drought tolerance. Overexpression of BpMADS11 and BpNAC090 reduces electrolyte leakage, reactive oxygen species (ROS) and malondialdehyde (MDA) contents, giving greater drought tolerance than wild-type birch. According to this GRN, the important biological processes involved in drought were identified, including ‘signaling hormone pathways’, ‘water transport’, ‘regulation of stomatal movement’, and ‘response to oxidative stress’. This work indicated that BpERF017, BpAGL61, and BpNAC090 are the key upstream regulators of birch drought tolerance. Our data clearly revealed that upstream regulators and transcription factor–DNA interaction regulate different biological processes to adapt to drought stress.
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spelling pubmed-90706412022-05-06 Hierarchical transcription factor and regulatory network for drought response in Betula platyphylla Jia, Yaqi Niu, Yani Zhao, Huimin Wang, Zhibo Gao, Caiqiu Wang, Chao Chen, Su Wang, Yucheng Hortic Res Article Although many genes and biological processes involved in abiotic stress responses have been identified, how they are regulated remains largely unclear. Here, to study the regulatory mechanism of birch (Betula platyphylla) responding to drought induced by polyethylene glycol 6000 (20%, w/v), a partial correlation coefficient-based algorithm for constructing a gene regulatory network (GRN) was proposed, and a three-layer hierarchical GRN was constructed, including 68 transcription factors and 252 structural genes. A total of 1448 predicted regulatory relationships are included, and most of them are novel. The reliability of the GRN was verified by chromatin immunoprecipitation (ChIP)–PCR and qRT–PCR based on transient transformation. About 55% of genes in the bottom layer of the GRN could confer drought tolerance. We selected two TFs, BpMADS11 and BpNAC090, from the top layer and characterized their function in drought tolerance. Overexpression of BpMADS11 and BpNAC090 reduces electrolyte leakage, reactive oxygen species (ROS) and malondialdehyde (MDA) contents, giving greater drought tolerance than wild-type birch. According to this GRN, the important biological processes involved in drought were identified, including ‘signaling hormone pathways’, ‘water transport’, ‘regulation of stomatal movement’, and ‘response to oxidative stress’. This work indicated that BpERF017, BpAGL61, and BpNAC090 are the key upstream regulators of birch drought tolerance. Our data clearly revealed that upstream regulators and transcription factor–DNA interaction regulate different biological processes to adapt to drought stress. Oxford University Press 2022-02-19 /pmc/articles/PMC9070641/ /pubmed/35184174 http://dx.doi.org/10.1093/hr/uhac040 Text en © The Author(s) 2022. Published by Oxford University Press on behalf of Nanjing Agricultural University https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Article
Jia, Yaqi
Niu, Yani
Zhao, Huimin
Wang, Zhibo
Gao, Caiqiu
Wang, Chao
Chen, Su
Wang, Yucheng
Hierarchical transcription factor and regulatory network for drought response in Betula platyphylla
title Hierarchical transcription factor and regulatory network for drought response in Betula platyphylla
title_full Hierarchical transcription factor and regulatory network for drought response in Betula platyphylla
title_fullStr Hierarchical transcription factor and regulatory network for drought response in Betula platyphylla
title_full_unstemmed Hierarchical transcription factor and regulatory network for drought response in Betula platyphylla
title_short Hierarchical transcription factor and regulatory network for drought response in Betula platyphylla
title_sort hierarchical transcription factor and regulatory network for drought response in betula platyphylla
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9070641/
https://www.ncbi.nlm.nih.gov/pubmed/35184174
http://dx.doi.org/10.1093/hr/uhac040
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