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

被引:29
作者
Shao, An [1 ]
Wang, Wei [1 ]
Fan, Shugao [1 ]
Xu, Xiao [1 ]
Yin, Yanling [1 ]
Erick, Amombo [1 ]
Li, Xiaoning [1 ]
Wang, Guangyang [1 ]
Wang, Hongli [1 ]
Fu, Jinmin [1 ]
机构
[1] Ludong Univ, Coastal Salin Tolerant Grass Engn & Technol Res C, Yantai, Shandong, Peoples R China
基金
中国国家自然科学基金;
关键词
Common bermudagrass; Root; Transcriptome analysis; WGCNA; Hub genes; Time-specific response; RECEPTOR-LIKE KINASES; ARABINOGALACTAN-PROTEINS; ARABIDOPSIS ROOTS; ABSCISIC-ACID; RNA-SEQ; TOLERANCE; DROUGHT; HORMONES; ROLES; IDENTIFICATION;
D O I
10.1186/s12870-021-02939-1
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
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.
引用
收藏
页数:18
相关论文
共 85 条
[1]   The Role of Na+ and K+ Transporters in Salt Stress Adaptation in Glycophytes [J].
Assaha, Dekoum V. M. ;
Ueda, Akihiro ;
Saneoka, Hirofumi ;
Al-Yahyai, Rashid ;
Yaish, Mahmoud W. .
FRONTIERS IN PHYSIOLOGY, 2017, 8
[2]   Uncovering co-expression gene network modules regulating fruit acidity in diverse apples [J].
Bai, Yang ;
Dougherty, Laura ;
Cheng, Lailiang ;
Zhong, Gan-Yuan ;
Xu, Kenong .
BMC GENOMICS, 2015, 16
[3]   Over-expression of HAP3b enhances primary root elongation in Arabidopsis [J].
Ballif, Jenny ;
Endo, Saori ;
Kotani, Mitsuru ;
MacAdam, Jennifer ;
Wu, Yajun .
PLANT PHYSIOLOGY AND BIOCHEMISTRY, 2011, 49 (06) :579-583
[4]  
Brini Faical, 2012, ISRN Mol Biol, V2012, P927436, DOI 10.5402/2012/927436
[5]   The MIQE Guidelines: Minimum Information for Publication of Quantitative Real-Time PCR Experiments [J].
Bustin, Stephen A. ;
Benes, Vladimir ;
Garson, Jeremy A. ;
Hellemans, Jan ;
Huggett, Jim ;
Kubista, Mikael ;
Mueller, Reinhold ;
Nolan, Tania ;
Pfaffl, Michael W. ;
Shipley, Gregory L. ;
Vandesompele, Jo ;
Wittwer, Carl T. .
CLINICAL CHEMISTRY, 2009, 55 (04) :611-622
[6]   Ethylene signaling regulates salt stress response An overview [J].
Cao, Yang-Rong ;
Chen, Shou-Yi ;
Zhang, Jin-Song .
PLANT SIGNALING & BEHAVIOR, 2008, 3 (10) :761-763
[7]   The EAR-motif of the Cys2/His2-type zinc finger protein Zat7 plays a key role in the defense response of Arabidopsis to salinity stress [J].
Ciftci-Yilmaz, Sultan ;
Morsy, Mustafa R. ;
Song, Luhua ;
Coutu, Alicia ;
Krizek, Beth A. ;
Lewis, Michael W. ;
Warren, Daniel ;
Cushman, John ;
Connolly, Erin L. ;
Mittler, Ron .
JOURNAL OF BIOLOGICAL CHEMISTRY, 2007, 282 (12) :9260-9268
[8]   Genetic control of root development in rice, the model cereal [J].
Coudert, Yoan ;
Perin, Christophe ;
Courtois, Brigitte ;
Khong, Ngan Giang ;
Gantet, Pascal .
TRENDS IN PLANT SCIENCE, 2010, 15 (04) :219-226
[9]   A Novel Plant Leucine-Rich Repeat Receptor Kinase Regulates the Response of Medicago truncatula Roots to Salt Stress [J].
de Lorenzo, Laura ;
Merchan, Francisco ;
Laporte, Philippe ;
Thompson, Richard ;
Clarke, Jonathan ;
Sousa, Carolina ;
Crespi, Martin .
PLANT CELL, 2009, 21 (02) :668-680
[10]   Recent Progress in Understanding the Role of Reactive Oxygen Species in Plant Cell Signaling [J].
Dietz, Karl-Josef ;
Mittler, Ron ;
Noctor, Graham .
PLANT PHYSIOLOGY, 2016, 171 (03) :1535-1539