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鹰嘴豆种间群体中胁迫耐受性指标的全基因组关联分析

Genome-wide association analysis of stress tolerance indices in an interspecific population of chickpea.

作者信息

Kalve Shweta, Gali Krishna Kishore, Tar'an Bunyamin

机构信息

Department of Plant Sciences, University of Saskatchewan, Saskatoon, SK, Canada.

出版信息

Front Plant Sci. 2022 Aug 19;13:933277. doi: 10.3389/fpls.2022.933277. eCollection 2022.

Abstract

Chickpea is a cool season crop that is highly vulnerable to abiotic stresses such as heat and drought. High temperature during early flowering and pod development stages significantly reduces the crop yield. The wild relatives of chickpeas can be potential donors for the introgression of heat and drought tolerance into cultivated chickpeas for crop improvement. Initially, 600 interspecific lines were derived from crosses between two elite cultivars, CDC Leader (kabuli chickpea) and CDC Consul (desi chickpea), and 20 accessions of . The F interspecific lines were tested for agronomic and seed quality traits including reaction to ascochyta blight disease under field conditions at two locations in 2018. A subset of 195 lines were selected based on resistance to ascochyta blight and acceptable seed quality. These lines were evaluated for their performance under suboptimal conditions at Lucky Lake (2019 and 2020) and Moose Jaw (2019), Saskatchewan, Canada, and Yuma, Arizona, United States (2019-2020). The lines were grown and evaluated at two seeding dates, normal (SD1) and late (SD2) seeding dates, at each location and year. The same lines were genotyped using Cicer60K Axiom® SNP chip. The population structure was determined based on 35,431 informative SNPs using fastStructure, and the interspecific lines were clustered at a -value of 15. Significant marker-trait associations were identified for seed yield from SD1 and SD2 seeding dates, and stress tolerance indices (ATI, KSTI, MP, SSPI, and TOL) using phenotypic values both from individual locations and combined analyses based on BLUP values. SNP marker Ca2_34600347 was significantly associated with yield from both the seeding dates. This and other SNP markers identified in this study may be useful for marker-assisted introgression of abiotic stress tolerance in chickpea.

摘要

鹰嘴豆是一种喜凉作物,极易受到高温和干旱等非生物胁迫的影响。开花初期和结荚期的高温会显著降低作物产量。鹰嘴豆的野生近缘种可能是将耐热性和耐旱性基因渗入栽培鹰嘴豆以改良作物的潜在基因供体。最初,从两个优良品种CDC Leader(卡布利鹰嘴豆)和CDC Consul(迪西鹰嘴豆)以及20份野生鹰嘴豆材料的杂交中获得了600个种间品系。2018年,在两个地点的田间条件下,对这些F1种间品系进行了农艺和种子品质性状测试,包括对褐斑病的抗性。基于对褐斑病的抗性和可接受的种子品质,选择了195个品系的子集。这些品系于2019年和2020年在加拿大萨斯喀彻温省的幸运湖以及2019年在穆斯乔、美国亚利桑那州的尤马,在次优条件下评估其表现。这些品系在每个地点和年份的两个播种日期(正常播种日期SD1和晚播种日期SD2)种植并进行评估。使用Cicer60K Axiom® SNP芯片对相同的品系进行基因分型。使用fastStructure基于35431个信息性SNP确定群体结构,种间品系在K值为15时聚类。利用各个地点的表型值以及基于BLUP值的综合分析,确定了与SD1和SD2播种日期的种子产量以及胁迫耐受性指数(ATI、KSTI、MP、SSPI和TOL)显著相关的标记-性状关联。SNP标记Ca2_34600347与两个播种日期的产量均显著相关。本研究中鉴定出的这个以及其他SNP标记可能有助于鹰嘴豆非生物胁迫耐受性的标记辅助基因渗入。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d16a/9437449/bd3828dd00d3/fpls-13-933277-g001.jpg

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