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基因组和表型扫描的整合为欧洲西南部中美洲普通菜豆(Phaseolus vulgaris L.)地方品种的遗传结构提供了证据。

Integration of genome and phenotypic scanning gives evidence of genetic structure in Mesoamerican common bean (Phaseolus vulgaris L.) landraces from the southwest of Europe.

机构信息

Department of Plant Genetic Resources, Misión Biológica de Galicia, CSIC, P.O. Box 28, 36080, Pontevedra, Spain.

出版信息

Theor Appl Genet. 2010 May;120(8):1635-51. doi: 10.1007/s00122-010-1282-0. Epub 2010 Feb 9.

Abstract

Southwestern Europe has been considered as a secondary centre of genetic diversity for the common bean. The dispersal of domesticated materials from their centres of origin provides an experimental system that reveals how human selection during cultivation and adaptation to novel environments affects the genetic composition. In this paper, our goal was to elucidate how distinct events could modify the structure and level of genetic diversity in the common bean. The genome-wide genetic composition was analysed at 42 microsatellite loci in individuals of 22 landraces of domesticated common bean from the Mesoamerican gene pool. The accessions were also characterised for phaseolin seed protein and for nine allozyme polymorphisms and phenotypic traits. One of this study's important findings was the complementary information obtained from all the polymorphisms examined. Most of the markers found to be potentially under the influence of selection were located in the proximity of previously mapped genes and quantitative trait loci (QTLs) related to important agronomic traits, which indicates that population genomics approaches are very efficient in detecting QTLs. As it was revealed by outlier simple sequence repeats, loci analysis with STRUCTURE software and multivariate analysis of phenotypic data, the landraces were grouped into three clusters according to seed size and shape, vegetative growth habit and genetic resistance. A total of 151 alleles were detected with an average of 4 alleles per locus and an average polymorphism information content of 0.31. Using a model-based approach, on the basis of neutral markers implemented in the software STRUCTURE, three clusters were inferred, which were in good agreement with multivariate analysis. Geographic and genetic distances were congruent with the exception of a few putative hybrids identified in this study, suggesting a predominant effect of isolation by distance. Genomic scans using both markers linked to genes affected by selection (outlier) and neutral markers showed advantages relative to other approaches, since they help to create a more complete picture of how adaptation to environmental conditions has sculpted the common bean genomes in southern Europe. The use of outlier loci also gives a clue about what selective forces gave rise to the actual phenotypes of the analysed landraces.

摘要

西南欧被认为是普通菜豆遗传多样性的次要中心。驯化材料从起源中心的传播提供了一个实验系统,揭示了人类在栽培过程中的选择以及对新环境的适应如何影响遗传组成。在本文中,我们的目标是阐明不同事件如何改变普通菜豆的结构和遗传多样性水平。在中美洲基因库的 22 个驯化普通菜豆地方品种的个体中,我们使用 42 个微卫星位点分析了全基因组遗传组成。还对这些品种的豌豆球蛋白种子蛋白和 9 种同工酶多态性和表型性状进行了特征描述。本研究的一个重要发现是从所有检查的多态性获得的互补信息。大多数被发现受选择影响的标记位于先前映射的基因和与重要农艺性状相关的数量性状位点(QTL)附近,这表明群体基因组学方法在检测 QTL 方面非常有效。正如突出显示的简单重复序列所揭示的那样,通过 STRUCTURE 软件的位点分析和表型数据的多元分析,根据种子大小和形状、营养生长习性和遗传抗性,将地方品种分为 3 个聚类。使用基于模型的方法,根据软件 STRUCTURE 中实施的中性标记,推断出 3 个聚类,这与多元分析结果一致。除了在本研究中鉴定的少数假定杂种外,地理和遗传距离是一致的,这表明隔离距离是主要影响因素。使用与受选择影响的基因(突出显示)相关的标记和中性标记进行基因组扫描具有相对于其他方法的优势,因为它们有助于更全面地了解环境条件的适应如何塑造了南欧的普通菜豆基因组。使用突出显示的位点还可以提供有关是什么选择性力量导致了分析的地方品种的实际表型的线索。

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