Calderón-González Álvaro, Pérez-Vich Begoña, Pouilly Nicolas, Boniface Marie-Claude, Louarn Johann, Velasco Leonardo, Muños Stéphane
Instituto de Agricultura Sostenible, Consejo Superior de Investigaciones Científicas (IAS-CSIC), Córdoba, Spain.
Laboratoire des Interactions Plantes Microbes-Environnement (LIPME), Université de Toulouse, CNRS, INRAE, Castanet-Tolosan, France.
Front Plant Sci. 2023 Jan 6;13:1056231. doi: 10.3389/fpls.2022.1056231. eCollection 2022.
Sunflower breeding for resistance to the parasitic plant sunflower broomrape (Orobanche cumana Wallr.) requires the identification of novel resistance genes. In this research, we conducted a genome-wide association study (GWAS) to identify QTLs associated with broomrape resistance.
The marker-trait associations were examined across a germplasm set composed of 104 sunflower accessions. They were genotyped with a 600k AXIOM® genome-wide array and evaluated for resistance to three populations of the parasite with varying levels of virulence (races EFR, FGV, and GTK) in two environments.
The analysis of the genetic structure of the germplasm set revealed the presence of two main groups. The application of optimized treatments based on the general linear model (GLM) and the mixed linear model (MLM) allowed the detection of 14 SNP markers significantly associated with broomrape resistance. The highest number of marker-trait associations were identified on chromosome 3, clustered in two different genomic regions of this chromosome. Other associations were identified on chromosomes 5, 10, 13, and 16. Candidate genes for the main genomic regions associated with broomrape resistance were studied and discussed. Particularly, two significant SNPs on chromosome 3 associated with races EFR and FGV were found at two tightly linked SWEET sugar transporter genes. The results of this study have confirmed the role of some QTL on resistance to sunflower broomrape and have revealed new ones that may play an important role in the development of durable resistance to this parasitic weed in sunflower.
向日葵抗寄生植物向日葵列当(Orobanche cumana Wallr.)的育种需要鉴定新的抗性基因。在本研究中,我们进行了全基因组关联研究(GWAS)以鉴定与列当抗性相关的QTL。
在由104份向日葵种质组成的种质集上检测标记-性状关联。使用600k AXIOM®全基因组芯片对它们进行基因分型,并在两种环境中评估对三个不同毒力水平(EFR、FGV和GTK小种)的寄生种群的抗性。
种质集的遗传结构分析揭示了两个主要群体的存在。基于一般线性模型(GLM)和混合线性模型(MLM)的优化处理方法,检测到14个与列当抗性显著相关的SNP标记。在第3号染色体上鉴定出的标记-性状关联数量最多,聚集在该染色体的两个不同基因组区域。在第5、10、13和16号染色体上也鉴定出了其他关联。对与列当抗性相关的主要基因组区域的候选基因进行了研究和讨论。特别是,在第3号染色体上与EFR和FGV小种相关的两个显著SNP位于两个紧密连锁的SWEET糖转运蛋白基因处。本研究结果证实了一些QTL在向日葵对列当抗性中的作用,并揭示了可能在向日葵对这种寄生杂草的持久抗性发展中起重要作用的新QTL。