De novo transcriptome in roots of switchgrass (Panicum virgatum L.) reveals gene expression dynamic and act network under alkaline salt stress

被引:30
|
作者
Zhang, Pan [1 ]
Duo, Tianqi [1 ,2 ]
Wang, Fengdan [1 ]
Zhang, Xunzhong [3 ]
Yang, Zouzhuan [1 ]
Hu, Guofu [1 ]
机构
[1] Northeast Agr Univ, Coll Anim Sci & Technol, Harbin 150030, Peoples R China
[2] Sun Yat Sen Univ, Coll Life Sci, State Key Lab Biocontrol, Guangzhou 510006, Peoples R China
[3] Virginia Tech, Sch Plant & Environm Sci, Blacksburg, VA 24061 USA
关键词
Panicum virgatum; Alkaline salt stress; ASTTI; Transcriptome; WGCNA; RNA-SEQ DATA; FUNCTIONAL-CHARACTERIZATION; SALINITY TOLERANCE; NEUTRAL SALT; DROUGHT; OVEREXPRESSION; IDENTIFICATION; DEFENSE; KINASE; GROWTH;
D O I
10.1186/s12864-021-07368-w
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
BackgroundSoil salinization is a major limiting factor for crop cultivation. Switchgrass is a perennial rhizomatous bunchgrass that is considered an ideal plant for marginal lands, including sites with saline soil. Here we investigated the physiological responses and transcriptome changes in the roots of Alamo (alkaline-tolerant genotype) and AM-314/MS-155 (alkaline-sensitive genotype) under alkaline salt stress.ResultsAlkaline salt stress significantly affected the membrane, osmotic adjustment and antioxidant systems in switchgrass roots, and the ASTTI values between Alamo and AM-314/MS-155 were divergent at different time points. A total of 108,319 unigenes were obtained after reassembly, including 73,636 unigenes in AM-314/MS-155 and 65,492 unigenes in Alamo. A total of 10,219 DEGs were identified, and the number of upregulated genes in Alamo was much greater than that in AM-314/MS-155 in both the early and late stages of alkaline salt stress. The DEGs in AM-314/MS-155 were mainly concentrated in the early stage, while Alamo showed greater advantages in the late stage. These DEGs were mainly enriched in plant-pathogen interactions, ubiquitin-mediated proteolysis and glycolysis/gluconeogenesis pathways. We characterized 1480 TF genes into 64 TF families, and the most abundant TF family was the C2H2 family, followed by the bZIP and bHLH families. A total of 1718 PKs were predicted, including CaMK, CDPK, MAPK and RLK. WGCNA revealed that the DEGs in the blue, brown, dark magenta and light steel blue 1 modules were associated with the physiological changes in roots of switchgrass under alkaline salt stress. The consistency between the qRT-PCR and RNA-Seq results confirmed the reliability of the RNA-seq sequencing data. A molecular regulatory network of the switchgrass response to alkaline salt stress was preliminarily constructed on the basis of transcriptional regulation and functional genes.ConclusionsAlkaline salt tolerance of switchgrass may be achieved by the regulation of ion homeostasis, transport proteins, detoxification, heat shock proteins, dehydration and sugar metabolism. These findings provide a comprehensive analysis of gene expression dynamic and act network induced by alkaline salt stress in two switchgrass genotypes and contribute to the understanding of the alkaline salt tolerance mechanism of switchgrass and the improvement of switchgrass germplasm.
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页数:14
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