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全基因组关联研究发现普通菜豆抗大豆胞囊线虫( Heterodera glycines )的基因组区域。

Genome wide association study discovers genomic regions involved in resistance to soybean cyst nematode (Heterodera glycines) in common bean.

机构信息

Department of Plant Pathology, North Dakota State University, Fargo, North Dakota, United States of America.

Department of Agrotechnology, Sebelas Maret University, Surakarta, Jawa Tengah, Indonesia.

出版信息

PLoS One. 2019 Feb 7;14(2):e0212140. doi: 10.1371/journal.pone.0212140. eCollection 2019.

Abstract

Common bean (Phaseolus vulgaris L.) is an important high protein crop grown worldwide. North Dakota and Minnesota are the largest producers of common beans in the USA, but crop production is threatened by soybean cyst nematode (SCN; Heterodera glycines Ichinohe) because most current cultivars are susceptible. Greenhouse screening data using SCN HG type 0 from 317 plant introductions (PI's) from the USDA core collection was used to conduct a genome wide association study (GWAS). These lines were divided into two subpopulations based on principal component analysis (Middle American vs. Andean). Phenotypic results based on the female index showed that accessions could be classified as highly resistant (21% and 27%), moderately resistant (51% and 48%), moderately susceptible (27% and 22%) and highly susceptible (1% and 3%) for Middle American and Andean gene pools, respectively. Mixed models with two principal components (PCs) and kinship matrix for Middle American genotypes and Andean genotypes were used in the GWAS analysis using 3,985 and 4,811 single nucleotide polymorphic (SNP) markers, respectively which were evenly distributed across all 11 chromosomes. Significant peaks on Pv07, and Pv11 in Middle American and on Pv07, Pv08, Pv09 and Pv11 in Andean group were found to be associated with SCN resistance. Homologs of soybean rhg1, a locus which confers resistance to SCN in soybean, were identified on chromosomes Pv01 and Pv08 in the Middle American and Andean gene pools, respectively. These genomic regions may be the key to develop SCN-resistant common bean cultivars.

摘要

菜豆(Phaseolus vulgaris L.)是一种重要的高蛋白作物,在全球范围内广泛种植。北达科他州和明尼苏达州是美国最大的菜豆生产地,但由于大多数当前的品种易受大豆胞囊线虫(SCN;Heterodera glycines Ichinohe)的威胁,作物生产受到了威胁。利用来自美国农业部核心收集的 317 个植物引种(PI)的 SCN HG 型 0 的温室筛选数据进行了全基因组关联研究(GWAS)。这些品系根据主成分分析(中美洲与安第斯)分为两个亚群。基于雌性指数的表型结果表明,根据中美洲和安第斯基因库,可将材料分为高度抗性(21%和 27%)、中度抗性(51%和 48%)、中度敏感(27%和 22%)和高度敏感(1%和 3%)。中美洲基因型和安第斯基因型的 GWAS 分析分别使用了混合模型和两个主成分(PC)和亲缘关系矩阵,使用了 3985 和 4811 个单核苷酸多态性(SNP)标记,这些标记均匀分布在所有 11 条染色体上。在中美洲发现 Pv07 和 Pv11 以及在安第斯组发现 Pv07、Pv08、Pv09 和 Pv11 上的显著峰与 SCN 抗性相关。在中美洲和安第斯基因库中,大豆 rhg1 基因赋予大豆对 SCN 的抗性,在 Pv01 和 Pv08 染色体上鉴定到了其同源物。这些基因组区域可能是开发抗 SCN 菜豆品种的关键。

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