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利用新的分子标记对菜豆属一种被忽视的蔬菜豆类的绿豆荚产量进行遗传剖析。

Genetic dissection of green pod yield in dolichos bean, an orphan vegetable legume, using new molecular markers.

机构信息

University of Agricultural Sciences, Bangalore, Karnataka, India.

College of Agriculture, Kasaragod, Kerala, India.

出版信息

J Appl Genet. 2024 Sep;65(3):429-438. doi: 10.1007/s13353-024-00865-0. Epub 2024 Apr 8.

Abstract

In the era of genomic-assisted breeding for crop improvement, developing new molecular markers and validating them for use in breeding programs are the prelude. Dolichos bean is one of the most important vegetable legume crops owing to its nutrient-rich green pods used as vegetables. Limitations in genomic resources, including molecular markers, restrict the accelerated improvement of the crop. In the present investigation, a set of 430 new simple sequence repeat markers was developed from sequence information of a reference variety. These markers included di- and tri-nucleotide repeats. The markers were assayed on an association panel, which was evaluated for green pod yield over 5 years. A multi-locus model, FarmCPU, was used to assess the marker-trait association analysis. A total of 106 marker-trait associations were identified using an efficient mixed-model approach. Tri-nucleotide repeats were more informative and predominantly associated with trait. Among these markers, 17 were associated with a high level of significance. Markers LP-D-68 and LP-D-14 were identified with a high level of significance in 5-year pooled data and explained 12.70% and 12% of the phenotypic variance, respectively. These markers associated with a high level of confidence have significant scope for use in marker-assisted selection programmes. Other associated markers may be utilized for improving parents through marker-assisted recurrent selection or genomic selection programs.

摘要

在利用基因组辅助作物改良的时代,开发新的分子标记并验证其在育种计划中的应用是前提。菜豆是最重要的蔬菜豆科作物之一,其营养丰富的绿色豆荚可作为蔬菜食用。由于基因组资源(包括分子标记)的限制,限制了该作物的快速改良。在本研究中,从参考品种的序列信息中开发了一套 430 个新的简单序列重复标记。这些标记包括二核苷酸和三核苷酸重复。这些标记在一个关联面板上进行了检测,该面板在 5 年内对绿色豆荚产量进行了评估。使用 FarmCPU 多基因座模型评估标记与性状的关联分析。使用有效的混合模型方法鉴定了 106 个标记与性状的关联。三核苷酸重复更具信息量,主要与性状相关。在这些标记中,有 17 个与高显著水平相关。标记 LP-D-68 和 LP-D-14 在 5 年汇总数据中具有高度显著水平,分别解释了 12.70%和 12%的表型方差。这些与高置信水平相关的标记在标记辅助选择计划中有很大的应用潜力。其他相关标记可用于通过标记辅助轮回选择或基因组选择计划改良亲本。

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