Comprehensive transcriptional analysis reveals salt stress-regulated key pathways, hub genes and time-specific responsive gene categories in common bermudagrass (Cynodon dactylon (L.) Pers.) roots

Abstract Background Despite its good salt-tolerance level, key genes and pathways involved with temporal salt response of common bermudagrass (Cynodon dactylon (L.) Pers.) have not been explored. Therefore, in this study, to understand the underlying regulatory mechanism following the different peri...

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Main Authors: An Shao, Wei Wang, Shugao Fan, Xiao Xu, Yanling Yin, Amombo Erick, Xiaoning Li, Guangyang Wang, Hongli Wang, Jinmin Fu
Format: Article
Language:English
Published: BMC 2021-04-01
Series:BMC Plant Biology
Subjects:
Online Access:https://doi.org/10.1186/s12870-021-02939-1
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spelling doaj-593f472320324e49b7b16e5e64ea921d2021-04-11T11:15:53ZengBMCBMC Plant Biology1471-22292021-04-0121111810.1186/s12870-021-02939-1Comprehensive transcriptional analysis reveals salt stress-regulated key pathways, hub genes and time-specific responsive gene categories in common bermudagrass (Cynodon dactylon (L.) Pers.) rootsAn Shao0Wei Wang1Shugao Fan2Xiao Xu3Yanling Yin4Amombo Erick5Xiaoning Li6Guangyang Wang7Hongli Wang8Jinmin Fu9Coastal Salinity Tolerant Grass Engineering and Technology Research Center, Ludong UniversityCoastal Salinity Tolerant Grass Engineering and Technology Research Center, Ludong UniversityCoastal Salinity Tolerant Grass Engineering and Technology Research Center, Ludong UniversityCoastal Salinity Tolerant Grass Engineering and Technology Research Center, Ludong UniversityCoastal Salinity Tolerant Grass Engineering and Technology Research Center, Ludong UniversityCoastal Salinity Tolerant Grass Engineering and Technology Research Center, Ludong UniversityCoastal Salinity Tolerant Grass Engineering and Technology Research Center, Ludong UniversityCoastal Salinity Tolerant Grass Engineering and Technology Research Center, Ludong UniversityCoastal Salinity Tolerant Grass Engineering and Technology Research Center, Ludong UniversityCoastal Salinity Tolerant Grass Engineering and Technology Research Center, Ludong UniversityAbstract Background Despite its good salt-tolerance level, key genes and pathways involved with temporal salt response of common bermudagrass (Cynodon dactylon (L.) Pers.) have not been explored. Therefore, in this study, to understand the underlying regulatory mechanism following the different period of salt exposure, a comprehensive transcriptome analysis of the bermudagrass roots was conducted. Results The transcripts regulated after 1 h, 6 h, or 24 h of hydroponic exposure to 200 mM NaCl in the roots of bermudagrass were investigated. Dataset series analysis revealed 16 distinct temporal salt-responsive expression profiles. Enrichment analysis identified potentially important salt responsive genes belonging to specific categories, such as hormonal metabolism, secondary metabolism, misc., cell wall, transcription factors and genes encoded a series of transporters. Weighted gene co-expression network analysis (WGCNA) revealed that lavenderblush2 and brown4 modules were significantly positively correlated with the proline content and peroxidase activity and hub genes within these two modules were further determined. Besides, after 1 h of salt treatment, genes belonging to categories such as signalling receptor kinase, transcription factors, tetrapyrrole synthesis and lipid metabolism were immediately and exclusively up-enriched compared to the subsequent time points, which indicated fast-acting and immediate physiological responses. Genes involved in secondary metabolite biosynthesis such as simple phenols, glucosinolates, isoflavones and tocopherol biosynthesis were exclusively up-regulated after 24 h of salt treatment, suggesting a slightly slower reaction of metabolic adjustment. Conclusion Here, we revealed salt-responsive genes belonging to categories that were commonly or differentially expressed in short-term salt stress, suggesting possible adaptive salt response mechanisms in roots. Also, the distinctive salt-response pathways and potential salt-tolerant hub genes investigated can provide useful future references to explore the molecular mechanisms of bermudagrass.https://doi.org/10.1186/s12870-021-02939-1Common bermudagrassRootTranscriptome analysisWGCNAHub genesTime-specific response
collection DOAJ
language English
format Article
sources DOAJ
author An Shao
Wei Wang
Shugao Fan
Xiao Xu
Yanling Yin
Amombo Erick
Xiaoning Li
Guangyang Wang
Hongli Wang
Jinmin Fu
spellingShingle An Shao
Wei Wang
Shugao Fan
Xiao Xu
Yanling Yin
Amombo Erick
Xiaoning Li
Guangyang Wang
Hongli Wang
Jinmin Fu
Comprehensive transcriptional analysis reveals salt stress-regulated key pathways, hub genes and time-specific responsive gene categories in common bermudagrass (Cynodon dactylon (L.) Pers.) roots
BMC Plant Biology
Common bermudagrass
Root
Transcriptome analysis
WGCNA
Hub genes
Time-specific response
author_facet An Shao
Wei Wang
Shugao Fan
Xiao Xu
Yanling Yin
Amombo Erick
Xiaoning Li
Guangyang Wang
Hongli Wang
Jinmin Fu
author_sort An Shao
title Comprehensive transcriptional analysis reveals salt stress-regulated key pathways, hub genes and time-specific responsive gene categories in common bermudagrass (Cynodon dactylon (L.) Pers.) roots
title_short Comprehensive transcriptional analysis reveals salt stress-regulated key pathways, hub genes and time-specific responsive gene categories in common bermudagrass (Cynodon dactylon (L.) Pers.) roots
title_full Comprehensive transcriptional analysis reveals salt stress-regulated key pathways, hub genes and time-specific responsive gene categories in common bermudagrass (Cynodon dactylon (L.) Pers.) roots
title_fullStr Comprehensive transcriptional analysis reveals salt stress-regulated key pathways, hub genes and time-specific responsive gene categories in common bermudagrass (Cynodon dactylon (L.) Pers.) roots
title_full_unstemmed Comprehensive transcriptional analysis reveals salt stress-regulated key pathways, hub genes and time-specific responsive gene categories in common bermudagrass (Cynodon dactylon (L.) Pers.) roots
title_sort comprehensive transcriptional analysis reveals salt stress-regulated key pathways, hub genes and time-specific responsive gene categories in common bermudagrass (cynodon dactylon (l.) pers.) roots
publisher BMC
series BMC Plant Biology
issn 1471-2229
publishDate 2021-04-01
description Abstract Background Despite its good salt-tolerance level, key genes and pathways involved with temporal salt response of common bermudagrass (Cynodon dactylon (L.) Pers.) have not been explored. Therefore, in this study, to understand the underlying regulatory mechanism following the different period of salt exposure, a comprehensive transcriptome analysis of the bermudagrass roots was conducted. Results The transcripts regulated after 1 h, 6 h, or 24 h of hydroponic exposure to 200 mM NaCl in the roots of bermudagrass were investigated. Dataset series analysis revealed 16 distinct temporal salt-responsive expression profiles. Enrichment analysis identified potentially important salt responsive genes belonging to specific categories, such as hormonal metabolism, secondary metabolism, misc., cell wall, transcription factors and genes encoded a series of transporters. Weighted gene co-expression network analysis (WGCNA) revealed that lavenderblush2 and brown4 modules were significantly positively correlated with the proline content and peroxidase activity and hub genes within these two modules were further determined. Besides, after 1 h of salt treatment, genes belonging to categories such as signalling receptor kinase, transcription factors, tetrapyrrole synthesis and lipid metabolism were immediately and exclusively up-enriched compared to the subsequent time points, which indicated fast-acting and immediate physiological responses. Genes involved in secondary metabolite biosynthesis such as simple phenols, glucosinolates, isoflavones and tocopherol biosynthesis were exclusively up-regulated after 24 h of salt treatment, suggesting a slightly slower reaction of metabolic adjustment. Conclusion Here, we revealed salt-responsive genes belonging to categories that were commonly or differentially expressed in short-term salt stress, suggesting possible adaptive salt response mechanisms in roots. Also, the distinctive salt-response pathways and potential salt-tolerant hub genes investigated can provide useful future references to explore the molecular mechanisms of bermudagrass.
topic Common bermudagrass
Root
Transcriptome analysis
WGCNA
Hub genes
Time-specific response
url https://doi.org/10.1186/s12870-021-02939-1
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