利用综合GWAS和转录组学方法揭示陆地棉花抗黄萎病的关键基因和途径

IF 3.9 4区 生物学 Q1 GENETICS & HEREDITY
Majid Khan, Daowu Hu, Shuai Dai, Hongge Li, Zhen Peng, Shoupu He, Muhammad Awais, Xiongming Du, Xiaoli Geng
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引用次数: 0

摘要

引起黄萎病的黄萎病(Verticillium dahliae Kleb)是一种特别具有破坏性的土传血管病,影响棉花,造成纤维质量严重下降,给世界范围内的棉花生产造成重大损失。然而,棉花抗枯萎基因的鉴定进展有限,这很可能是由于该性状的遗传性质非常复杂。然而,黄萎病抗性背后的分子机制仍然知之甚少。本研究对383份陆地棉花种质资源的自然群体进行了黄萎病抗性表型变异研究,并进行了全基因组关联研究(GWAS),对黄萎病抗性差异的棉花基因型进行了转录组学分析。GWAS在E1的D02和D11的两个峰值信号中检测到70个显著snp和116个与抗性位点相关的基因。转录组分析鉴定出黄萎病耐病基因型(J46)和黄萎病敏感基因型(J11)的差异表达基因(deg)分别为2689个和13289个。在GO和KEGG分析中,deg主要富集于代谢、植物激素信号转导、苯丙素途径、MAPK级联途径和植物与病原体相互作用途径。鉴定的deg包含多个转录因子(TF)基因家族,主要包括AP2/ERF、ZF、WRKY、NAC和MYB,此外还有五肽重复(PPR)蛋白和抗性(R)基因。最后,通过整合两个结果,在GWAS和RNA-seq分析中发现34个与黄萎病抗性相关的候选基因重叠,包括WRKY、MYB、CYP和RGA。这项工作有助于我们了解棉花对黄萎病反应的分子过程,为进一步研究这些反应所涉及的基因和途径提供重要见解,并通过提供大量候选基因来加速育种,为开发抗黄萎病棉花品种铺平道路。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Unraveling key genes and pathways involved in Verticillium wilt resistance by integrative GWAS and transcriptomic approaches in Upland cotton

Verticillium dahliae Kleb, the cause of Verticillium wilt, is a particularly destructive soil-borne vascular disease that affects cotton, resulting in serious decline in fiber quality and causing significant losses in cotton production worldwide. However, the progress in identification of wilt-resistance loci or genes in cotton has been limited, most probably due to the highly complex genetic nature of the trait. Nevertheless, the molecular mechanism behind the Verticillium wilt resistance remains poorly understood. In the present study, we investigated the phenotypic variations in Verticillium tolerance and conducted a genome wide association study (GWAS) among a natural population containing 383 accessions of upland cotton germplasm and performed transcriptomic analysis of cotton genotypes with differential responses to Verticillium wilt. GWAS detected 70 significant SNPs and 116 genes associated with resistance loci in two peak signals on D02 and D11 in E1. The transcriptome analysis identified a total of 2689 and 13289 differentially expressed genes (DEGs) among the Verticillium wilt-tolerant (J46) and wilt-susceptible (J11) genotypes, respectively. The DEGs were predominantly enriched in metabolism, plant hormone signal transduction, phenylpropanoid pathway, MAPK cascade pathway and plant-pathogen interaction pathway in GO and KEGG analyses. The identified DEGs were found to comprise several transcription factor (TF) gene families, primarily including AP2/ERF, ZF, WRKY, NAC and MYB, in addition to pentatricopeptide repeat (PPR) proteins and Resistance (R) genes. Finally, by integrating the two results, 34 candidate genes were found to overlap between GWAS and RNA-seq analyses, associated with Verticillium-wilt resistance, including WRKY, MYB, CYP and RGA. This work contributes to our knowledge of the molecular processes underlying cotton responses to Verticillium wilt, offering crucial insights for additional research into the genes and pathways implicated in these responses and paving the way for developing Verticillium wilt-resistant cotton varieties through accelerated breeding by providing a plethora of candidate genes.

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来源期刊
CiteScore
3.50
自引率
3.40%
发文量
92
审稿时长
2 months
期刊介绍: Functional & Integrative Genomics is devoted to large-scale studies of genomes and their functions, including systems analyses of biological processes. The journal will provide the research community an integrated platform where researchers can share, review and discuss their findings on important biological questions that will ultimately enable us to answer the fundamental question: How do genomes work?
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