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利用 SSR 和 EST-SSR 标记对栽培大豆(Glycine max [L.] Merr.)进行遗传多样性和群体结构分析。

Genetic diversity and population structure analysis in cultivated soybean (Glycine max [L.] Merr.) using SSR and EST-SSR markers.

机构信息

National Institute for Biotechnology and Genetic Engineering (NIBGE), Faisalabad, Pakistan.

Constituent College Pakistan Institute of Engineering and Applied Sciences, Faisalabad, Pakistan.

出版信息

PLoS One. 2023 May 31;18(5):e0286099. doi: 10.1371/journal.pone.0286099. eCollection 2023.

Abstract

Soybean (Glycine max) is an important legume that is used to fulfill the need of protein and oil of large number of population across the world. There are large numbers of soybean germplasm present in the USDA germplasm resources. Finding and understanding genetically diverse germplasm is a top priority for crop improvement programs. The current study used 20 functional EST-SSR and 80 SSR markers to characterize 96 soybean accessions from diverse geographic backgrounds. Ninety-six of the 100 markers were polymorphic, with 262 alleles (average 2.79 per locus). The molecular markers had an average polymorphic information content (PIC) value of 0.44, with 28 markers ≥ 0.50. The average major allele frequency was 0.57. The observed heterozygosity of the population ranged from 0-0.184 (average 0.02), while the expected heterozygosity ranged from 0.20-0.73 (average 0.51). The lower value for observed heterozygosity than expected heterozygosity suggests the likelihood of a population structure among the germplasm. The phylogenetic analysis and principal coordinate analysis (PCoA) divided the total population into two major groups (G1 and G2), with G1 comprising most of the USA lines and the Australian and Brazilian lines. Furthermore, the phylogenetic analysis and PCoA divided the USA lines into three major clusters without any specific differentiation, supported by the model-based STRUCTURE analysis. Analysis of molecular variance (AMOVA) showed 94% variation among individuals in the total population, with 2% among the populations. For the USA lines, 93% of the variation occurred among individuals, with only 2% among lines from different US states. Pairwise population distance indicated more similarity between the lines from continental America and Australia (189.371) than Asia (199.518). Overall, the 96 soybean lines had a high degree of genetic diversity.

摘要

大豆(Glycine max)是一种重要的豆类,被广泛用于满足全球大量人群对蛋白质和油脂的需求。美国农业部种质资源中存在大量大豆种质资源。寻找和理解遗传多样性的种质资源是作物改良计划的首要任务。本研究使用 20 个功能 EST-SSR 和 80 个 SSR 标记,对来自不同地理背景的 96 份大豆材料进行了分析。100 个标记中有 96 个是多态性的,共检测到 262 个等位基因(平均每个位点 2.79 个)。分子标记的平均多态性信息含量(PIC)值为 0.44,其中 28 个标记大于 0.50。平均主要等位基因频率为 0.57。群体的观测杂合度范围为 0-0.184(平均 0.02),而期望杂合度范围为 0.20-0.73(平均 0.51)。观测杂合度低于期望杂合度,这表明种质资源之间存在群体结构的可能性。系统发育分析和主坐标分析(PCoA)将整个群体分为两个主要组(G1 和 G2),其中 G1 包含大多数美国品系和澳大利亚和巴西品系。此外,系统发育分析和 PCoA 将美国品系分为三个主要聚类,没有任何特定的分化,这得到了基于模型的 STRUCTURE 分析的支持。分子方差分析(AMOVA)显示,在整个群体中,个体间的变异为 94%,种群间的变异为 2%。对于美国品系,个体间的变异为 93%,不同州的品系间的变异仅为 2%。成对种群距离表明,来自美洲大陆和澳大利亚的品系之间(189.371)比亚洲(199.518)的品系之间更为相似。总体而言,96 个大豆品系具有高度的遗传多样性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ed42/10231820/3317190ce46c/pone.0286099.g001.jpg

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