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柳枝稷(Panicum virgatum L.)根系的从头转录组揭示了碱性盐胁迫下的基因表达动态和作用网络。

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

作者信息

Zhang Pan, Duo Tianqi, Wang Fengdan, Zhang Xunzhong, Yang Zouzhuan, Hu Guofu

机构信息

College of Animal Science and Technology, Northeast Agricultural University, Harbin, 150030, China.

State Key Laboratory of Biocontrol, College of Life Science, Sun Yat-sen University, Guangzhou, 510006, China.

出版信息

BMC Genomics. 2021 Jan 28;22(1):82. doi: 10.1186/s12864-021-07368-w.

Abstract

BACKGROUND

Soil 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.

RESULTS

Alkaline 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.

CONCLUSIONS

Alkaline 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.

摘要

背景

土壤盐渍化是作物种植的主要限制因素。柳枝稷是一种多年生根茎丛生禾本科植物,被认为是包括盐碱地在内的边际土地的理想植物。在此,我们研究了碱性盐胁迫下阿拉莫(耐碱基因型)和AM - 314/MS - 155(碱敏感基因型)柳枝稷根系的生理反应和转录组变化。

结果

碱性盐胁迫显著影响柳枝稷根系的膜系统、渗透调节和抗氧化系统,阿拉莫和AM - 314/MS - 155之间的ASTTI值在不同时间点存在差异。重新组装后共获得108319个单基因,其中AM - 314/MS - 155中有73636个单基因,阿拉莫中有65492个单基因。共鉴定出10219个差异表达基因(DEGs),在碱性盐胁迫的早期和晚期,阿拉莫中上调基因的数量均远多于AM - 314/MS - 155。AM - 314/MS - 155中的DEGs主要集中在早期,而阿拉莫在晚期表现出更大优势。这些DEGs主要富集在植物 - 病原体相互作用、泛素介导的蛋白质水解和糖酵解/糖异生途径中。我们将1480个转录因子(TF)基因分为64个TF家族,最丰富的TF家族是C2H2家族,其次是bZIP和bHLH家族。共预测出1718个蛋白激酶(PKs),包括钙调蛋白激酶(CaMK)、钙依赖蛋白激酶(CDPK)、促分裂原活化蛋白激酶(MAPK)和类受体蛋白激酶(RLK)。加权基因共表达网络分析(WGCNA)显示,蓝色、棕色、深品红色和浅钢蓝色1模块中的DEGs与碱性盐胁迫下柳枝稷根系的生理变化相关。实时荧光定量PCR(qRT - PCR)与RNA测序结果之间的一致性证实了RNA测序数据的可靠性。基于转录调控和功能基因初步构建了柳枝稷对碱性盐胁迫响应的分子调控网络。

结论

柳枝稷的耐碱性盐可能通过离子稳态、转运蛋白、解毒、热休克蛋白、脱水和糖代谢的调节来实现。这些发现全面分析了两种柳枝稷基因型中碱性盐胁迫诱导的基因表达动态和作用网络,有助于理解柳枝稷的耐碱性盐机制和改良柳枝稷种质。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1502/7841905/477102174fc0/12864_2021_7368_Fig1_HTML.jpg

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