Department of Botany and Plant Sciences, University of California Riverside Riverside, CA, USA.
Front Plant Sci. 2013 Apr 15;4:95. doi: 10.3389/fpls.2013.00095. eCollection 2013.
Highly specific seed market classes for cowpea and other grain legumes exist because grain is most commonly cooked and consumed whole. Size, shape, color, and texture are critical features of these market classes and breeders target development of cultivars for market acceptance. Resistance to biotic and abiotic stresses that are absent from elite breeding material are often introgressed through crosses to landraces or wild relatives. When crosses are made between parents with different grain quality characteristics, recovery of progeny with acceptable or enhanced grain quality is problematic. Thus genetic markers for grain quality traits can help in pyramiding genes needed for specific market classes. Allelic variation dictating the inheritance of seed size can be tagged and used to assist the selection of large seeded lines. In this work we applied 1,536-plex SNP genotyping and knowledge of legume synteny to characterize regions of the cowpea genome associated with seed size. These marker-trait associations will enable breeders to use marker-based selection approaches to increase the frequency of progeny with large seed. For 804 individuals derived from eight bi-parental populations, QTL analysis was used to identify markers linked to 10 trait determinants. In addition, the population structure of 171 samples from the USDA core collection was identified and incorporated into a genome-wide association study which supported more than half of the trait-associated regions important in the bi-parental populations. Seven of the total 10 QTLs were supported based on synteny to seed size associated regions identified in the related legume soybean. In addition to delivering markers linked to major trait determinants in the context of modern breeding, we provide an analysis of the diversity of the USDA core collection of cowpea to identify genepools, migrants, admixture, and duplicates.
豇豆和其他豆科谷物存在高度特异的种子市场类别,因为谷物通常是整粒烹饪和食用的。大小、形状、颜色和质地是这些市场类别的关键特征,育种者以市场接受度为目标,开发品种。针对生物和非生物胁迫的抗性,在优秀的育种材料中并不存在,通常通过与地方品种或野生近缘种杂交来引入。当具有不同谷物品质特性的亲本进行杂交时,恢复具有可接受或增强的谷物品质的后代是有问题的。因此,谷物品质性状的遗传标记可以帮助聚合特定市场类别所需的基因。决定种子大小遗传的等位基因变异可以被标记并用于辅助选择大粒系。在这项工作中,我们应用了 1536 plex SNP 基因分型和豆科植物的共线性知识,对与种子大小相关的豇豆基因组区域进行了特征描述。这些标记-性状关联将使育种者能够使用基于标记的选择方法来增加具有大种子的后代的频率。对于来自 8 个双亲群体的 804 个个体,进行了 QTL 分析,以鉴定与 10 个性状决定因素相关的标记。此外,鉴定了来自美国农业部核心收集的 171 个样本的群体结构,并将其纳入全基因组关联研究,该研究支持了在双亲群体中重要的一半以上与性状相关的区域。在基于与相关豆科植物大豆中与种子大小相关的区域鉴定的连锁标记进行的 QTL 分析中,总共鉴定了 10 个 QTL 中的 7 个。除了提供与现代育种背景下主要性状决定因素相关的标记外,我们还对美国农业部豇豆核心收集的多样性进行了分析,以鉴定基因库、移植物、杂种和重复。