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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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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