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基于 SNP 的主成分判别分析和家系评估在四倍体马铃薯群体中的遗传多样性和群体结构

Discriminant analysis of principal components and pedigree assessment of genetic diversity and population structure in a tetraploid potato panel using SNPs.

机构信息

National Research Council of Argentina (CONICET), Ciudad Autónoma de Buenos Aires, Buenos Aires, Argentina.

National Institute for Agricultural Technology (INTA), EEA INTA Balcarce, Balcarce, Buenos Aires, Argentina.

出版信息

PLoS One. 2018 Mar 16;13(3):e0194398. doi: 10.1371/journal.pone.0194398. eCollection 2018.

Abstract

The reported narrow genetic base of cultivated potato (Solanum tuberosum) can be expanded by the introgression of many related species with large genetic diversity. The analysis of the genetic structure of a potato population is important to broaden the genetic base of breeding programs by the identification of different genetic pools. A panel composed by 231 diverse genotypes was characterized using single nucleotide polymorphism (SNP) markers of the Illumina Infinium Potato SNP Array V2 to identify population structure and assess genetic diversity using discriminant analysis of principal components (DAPC) and pedigree analysis. Results revealed the presence of five clusters within the populations differentiated principally by ploidy, taxonomy, origin and breeding program. The information obtained in this work could be readily used as a guide for parental introduction in new breeding programs that want to maximize variability by combination of contrasting variability sources such as those presented here.

摘要

栽培马铃薯(Solanum tuberosum)的遗传基础狭窄,可通过导入具有丰富遗传多样性的许多相关物种来扩展。通过鉴定不同的遗传群体,可以对马铃薯群体的遗传结构进行分析,从而拓宽育种计划的遗传基础。本研究使用 Illumina Infinium Potato SNP Array V2 的单核苷酸多态性(SNP)标记,对由 231 个不同基因型组成的群体进行了特征描述,利用主成分判别分析(DAPC)和系谱分析来识别群体结构和评估遗传多样性。结果表明,在群体中存在五个聚类,主要由倍性、分类学、起源和育种计划来区分。这项工作中获得的信息可以作为指导,将具有不同遗传背景的亲本引入新的育种计划中,以便通过组合具有差异的来源(如这里所展示的)来最大限度地提高变异性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1b9d/5856401/b62e38762ecf/pone.0194398.g001.jpg

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