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通过整合全基因组关联研究(GWAS)和转录组学方法解析陆地棉抗黄萎病的关键基因和途径

Unraveling key genes and pathways involved in Verticillium wilt resistance by integrative GWAS and transcriptomic approaches in Upland cotton.

作者信息

Khan Majid, Hu Daowu, Dai Shuai, Li Hongge, Peng Zhen, He Shoupu, Awais Muhammad, Du Xiongming, Geng Xiaoli

机构信息

State Key Laboratory of Cotton Bio-Breeding and Integrated Utilization, Institute of Cotton Research, Chinese Academy of Agricultural Sciences, Anyang, 455000, China.

National Nanfan Research Institute (Sanya), Chinese Academy of Agricultural Sciences, Sanya, 572024, Hainan, China.

出版信息

Funct Integr Genomics. 2025 Feb 16;25(1):39. doi: 10.1007/s10142-025-01539-8.

Abstract

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.

摘要

大丽轮枝菌(Verticillium dahliae Kleb)是棉花黄萎病的病原菌,是一种极具破坏性的土传维管束病害,会影响棉花,导致纤维品质严重下降,给全球棉花生产造成重大损失。然而,棉花抗萎蔫基因座或基因的鉴定进展有限,这很可能是由于该性状的遗传性质高度复杂。尽管如此,黄萎病抗性背后的分子机制仍知之甚少。在本研究中,我们调查了棉花对黄萎病耐受性的表型变异,在一个包含383份陆地棉种质的自然群体中进行了全基因组关联研究(GWAS),并对黄萎病反应不同的棉花基因型进行了转录组分析。GWAS在E1的D02和D11上的两个峰值信号中检测到70个显著的单核苷酸多态性(SNP)和116个与抗性基因座相关的基因。转录组分析分别在耐黄萎病(J46)和感黄萎病(J11)基因型中鉴定出总共2689个和13289个差异表达基因(DEG)。在基因本体论(GO)和京都基因与基因组百科全书(KEGG)分析中,差异表达基因主要富集在代谢、植物激素信号转导、苯丙烷途径、丝裂原活化蛋白激酶(MAPK)级联途径和植物-病原体相互作用途径中。除了五肽重复序列(PPR)蛋白和抗性(R)基因外,鉴定出的差异表达基因还包括几个转录因子(TF)基因家族,主要包括AP2/ERF、ZF、WRKY、NAC和MYB。最后,通过整合这两个结果,发现34个候选基因在GWAS和RNA测序分析之间重叠,与黄萎病抗性相关,包括WRKY、MYB、细胞色素P450(CYP)和抗病基因类似物(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中涉及的基因和途径提供了关键见解,并通过提供大量候选基因,为通过加速育种培育抗黄萎病棉花品种铺平了道路。

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