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菜豆中豆荚螟抗性和农艺形态性状的全基因组关联分析。

Genome-wide association analysis of bean fly resistance and agro-morphological traits in common bean.

机构信息

African Centre for Crop Improvement, School of Agricultural, Earth and Environmental Sciences, University of KwaZulu-Natal, Scottsville, Pietermaritzburg, South Africa.

Alliance of Biodiversity International and CIAT, Chitedze Agricultural Station, Lilongwe, Malawi.

出版信息

PLoS One. 2021 Apr 29;16(4):e0250729. doi: 10.1371/journal.pone.0250729. eCollection 2021.

DOI:10.1371/journal.pone.0250729
PMID:33914796
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8084209/
Abstract

The bean fly (Ophiomyia spp) is a key insect pest causing significant crop damage and yield loss in common bean (Phaseolus vulgaris L., 2n = 2x = 22). Development and deployment of agronomic superior and bean fly resistant common bean varieties aredependent on genetic variation and the identification of genes and genomic regions controlling economic traits. This study's objective was to determine the population structure of a diverse panel of common bean genotypes and deduce associations between bean fly resistance and agronomic traits based on single nucleotide polymorphism (SNP) markers. Ninety-nine common bean genotypes were phenotyped in two seasons at two locations and genotyped with 16 565 SNP markers. The genotypes exhibited significant variation for bean fly damage severity (BDS), plant mortality rate (PMR), and pupa count (PC). Likewise, the genotypes showed significant variation for agro-morphological traits such as days to flowering (DTF), days to maturity (DTM), number of pods per plant (NPP), number of seeds per pod (NSP), and grain yield (GYD). The genotypes were delineated into two populations, which were based on the Andean and Mesoamerican gene pools. The genotypes exhibited a minimum membership coefficient of 0.60 to their respective populations. Eighty-three significant (P<0.01) markers were identified with an average linkage disequilibrium of 0.20 at 12Mb across the 11 chromosomes. Three markers were identified, each having pleiotropic effects on two traits: M100049197 (BDS and NPP), M3379537 (DTF and PC), and M13122571 (NPP and GYD). The identified markers are useful for marker-assisted selection in the breeding program to develop common bean genotypes with resistance to bean fly damage.

摘要

豆野螟(Ophiomyia spp)是一种重要的昆虫害虫,会对普通菜豆(Phaseolus vulgaris L.,2n = 2x = 22)造成严重的作物损害和产量损失。优良农艺性状和抗豆野螟普通菜豆品种的开发和部署依赖于遗传变异以及控制经济性状的基因和基因组区域的鉴定。本研究的目的是确定多样化的普通菜豆基因型群体结构,并根据单核苷酸多态性(SNP)标记推断豆野螟抗性与农艺性状之间的关联。在两个季节的两个地点对 99 个普通菜豆基因型进行表型分析,并使用 16565 个 SNP 标记进行基因型分析。基因型在豆野螟损伤严重度(BDS)、植株死亡率(PMR)和蛹数(PC)方面表现出显著差异。同样,基因型在农艺形态性状方面也表现出显著差异,如花期(DTF)、成熟时间(DTM)、每株豆荚数(NPP)、每荚种子数(NSP)和籽粒产量(GYD)。基因型分为两个群体,基于安第斯和中美洲基因库。基因型对各自群体的最小隶属系数为 0.60。在 11 条染色体上,以 12Mb 为间隔,共鉴定出 83 个显著(P<0.01)标记,平均连锁不平衡为 0.20。鉴定出 3 个标记,每个标记对两个性状都有表型多效性:M100049197(BDS 和 NPP)、M3379537(DTF 和 PC)和 M13122571(NPP 和 GYD)。鉴定出的标记可用于标记辅助选择,以培育抗豆野螟损伤的普通菜豆基因型。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3e5d/8084209/a4bf2b9fb8bc/pone.0250729.g010.jpg
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