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普通菜豆(Phaseolus vulgaris L.)产量性状的标记关联研究。

Marker association study of yield attributing traits in common bean (Phaseolus vulgaris L.).

机构信息

School of Biotechnology, Sher-E-Kashmir University of Agricultural Sciences and Technology of Jammu, Chatha, Jammu, Jammu and Kashmir, 180009, India.

Proteomics Laboratory, Division of Plant Biotechnology, Sher-E-Kashmir University of Agricultural Sciences and Technology of Srinagar, Shalimar, Srinagar, Jammu and Kashmir, 190025, India.

出版信息

Mol Biol Rep. 2020 Sep;47(9):6769-6783. doi: 10.1007/s11033-020-05735-6. Epub 2020 Aug 27.

Abstract

Common bean is gaining acceptance as one of the most valuable major food consumed worldwide owing to innumerable nutritional and therapeutic benefits. Comparatively less productivity in underdeveloped countries encouraged us to proceed for QTL mining of yield traits in common bean. Heretofore, multiple yield associated markers have been detected all over the world; even so, the present work is looked on as the first report on identification of novel/new potent markers by exploiting the germplasm of Northern India. A panel of one hundred and thirty five genotypes was used for morphological studies and based on preliminary molecular evaluation; a set of ninety six diverse common bean genotypes (core set) was selected for association analysis. Molecular data generated by a total of ninety eight microsatellite markers (53 genomic and 45 genic SSRs) revealed high estimation of polymorphism among the genotypes that were observed to be divided into two major sub-populations and varying levels of admixtures based on population structure analyses. By employing both MLM and GLM analysis approaches, we identified 46 and 16 significant marker-trait associations (p ≤ 0.005) respectively, few of which have already been reported and hence validate our results. PVBR213 marker was found to be strongly associated with days to bud initiation trait when analyzed with both the approaches. Phenotypic variation of identified significant markers ranged from 3.1% to 32.7% where PVBR87, PVBR213, X96999 and X57022 explain more than 30% of phenotypic variation for 100 seed weight, days to bud initiation, pods per plant and pod length traits respectively. These findings introduce highly informative markers to aid marker-assisted selection program in common bean for high yield performance along with good agronomic merit.

摘要

普通菜豆因其具有无数的营养和治疗益处,正逐渐成为全球最有价值的主要食品之一而被广泛接受。由于欠发达国家的生产力相对较低,我们鼓励进行普通菜豆产量性状的 QTL 挖掘。迄今为止,全世界已经检测到了多个与产量相关的标记;即便如此,本研究仍被视为利用印度北部种质资源鉴定新型/潜在强标记的首例报告。使用了 135 个基因型的小组进行形态学研究,并根据初步分子评估;选择了 96 个不同的普通菜豆基因型(核心组)进行关联分析。总共 98 个微卫星标记(53 个基因组和 45 个基因 SSRs)产生的分子数据显示,基因型之间存在高度多态性,这些基因型被观察到分为两个主要亚群,并根据群体结构分析存在不同程度的混合。通过采用 MLM 和 GLM 分析方法,我们分别鉴定出 46 个和 16 个显著的标记-性状关联(p≤0.005),其中一些已经有报道,因此验证了我们的结果。在两种方法的分析中,PVBR213 标记与芽起始性状的天数强烈相关。鉴定出的显著标记的表型变异范围从 3.1%到 32.7%,其中 PVBR87、PVBR213、X96999 和 X57022 分别解释了 100 粒种子重、芽起始天数、每株荚数和荚长性状的 30%以上的表型变异。这些发现为普通菜豆的高产量表现和良好的农艺性状引入了高度信息丰富的标记,以辅助选择标记辅助选择计划。

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