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利用SSR标记进行关联分析,以发现木豆[Cajanus cajan (L.) Millspaugh]对镰刀菌萎蔫病2型抗性的显著标记-性状关联。

Association mapping to discover significant marker-trait associations for resistance against fusarium wilt variant 2 in pigeonpea [Cajanus cajan (L.) Millspaugh] using SSR markers.

作者信息

Patil Prakash G, Dubey Jyotirmay, Bohra Abhishek, Mishra R K, Saabale P R, Das Alok, Rathore Meenal, Singh N P

机构信息

Plant Biotechnology, Indian Institute of Pulses Research, Kanpur, 208 024, India.

Biotechnology, Indian Institute of Pulses Research, Kanpur, 208 024, India.

出版信息

J Appl Genet. 2017 Aug;58(3):307-319. doi: 10.1007/s13353-017-0400-y. Epub 2017 Jun 3.

Abstract

Pigeonpea production is severely constrained by wilt disease caused by Fusarium udum. In the current study, we discover the putative genomic regions that control resistance response to variant 2 of fusarium wilt using association mapping approach. The association panel comprised of 89 diverse pigeonpea genotypes including seven varieties, three landraces and 79 germplasm lines. The panel was screened rigorously for 3 consecutive years (2013-14, 2014-15 and 2015-2016) against variant 2 in a wilt-sick field. A total of 65 pigeonpea specific hypervariable SSR markers (HASSRs) were screened representing seven linkage groups and 29 scaffolds of the pigeonpea genome. A total of 181 alleles were detected, with average values of gene diversity and polymorphism information content (PIC) of 0.55 and 0.47, respectively. Further analysis using model based (STRUCTURE) and distance based (clustering) approaches separated the entire pigeonpea collection into two distinct subgroups (K = 2). The marker trait associations (MTAs) were established based on three-year wilt incidence data and SSR dataset using a unified mixed linear model. Consequently, six SSR markers were identified, which were significantly associated with wilt resistance and explained up to 6% phenotypic variance (PV) across the years. Among these SSRs, HASSR18 was found to be the most stable and significant, accounting for 5-6% PV across the years. To the best of our knowledge, this is the first report of identification of favourable alleles for resistance to variant 2 of Fusarium udum in pigeonpea using association mapping. The SSR markers identified here will greatly facilitate marker assisted resistance breeding against fusarium wilt in pigeonpea.

摘要

木豆生产受到尖孢镰刀菌引起的枯萎病的严重制约。在本研究中,我们使用关联作图方法发现了控制对枯萎病变种2抗性反应的假定基因组区域。关联群体由89个不同的木豆基因型组成,包括7个品种、3个地方品种和79个种质系。该群体在一个枯萎病发病田连续3年(2013 - 14年、2014 - 15年和2015 - 2016年)针对变种2进行了严格筛选。共筛选了65个木豆特异性高变SSR标记(HASSRs),代表木豆基因组的7个连锁群和29个支架。共检测到181个等位基因,基因多样性和多态性信息含量(PIC)的平均值分别为0.55和0.47。使用基于模型(STRUCTURE)和基于距离(聚类)的方法进行的进一步分析将整个木豆群体分为两个不同的亚组(K = 2)。基于三年的枯萎病发病率数据和SSR数据集,使用统一混合线性模型建立了标记 - 性状关联(MTA)。结果,鉴定出6个SSR标记,它们与枯萎病抗性显著相关,多年来解释了高达6%的表型变异(PV)。在这些SSR中,发现HASSR18最稳定且显著,多年来占5 - 6%的PV。据我们所知,这是首次使用关联作图鉴定木豆中对尖孢镰刀菌变种2抗性的有利等位基因的报告。这里鉴定出的SSR标记将极大地促进木豆抗枯萎病的标记辅助育种。

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