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Discriminant analysis of principal components and pedigree assessment of genetic diversity and population structure in a tetraploid potato panel using SNPs
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 ident...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5856401/ https://www.ncbi.nlm.nih.gov/pubmed/29547652 http://dx.doi.org/10.1371/journal.pone.0194398 |
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author | Deperi, Sofía. I. Tagliotti, Martín. E. Bedogni, M. Cecilia Manrique-Carpintero, Norma C. Coombs, Joseph Zhang, Ruofang Douches, David Huarte, Marcelo. A. |
author_facet | Deperi, Sofía. I. Tagliotti, Martín. E. Bedogni, M. Cecilia Manrique-Carpintero, Norma C. Coombs, Joseph Zhang, Ruofang Douches, David Huarte, Marcelo. A. |
author_sort | Deperi, Sofía. I. |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-5856401 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-58564012018-03-28 Discriminant analysis of principal components and pedigree assessment of genetic diversity and population structure in a tetraploid potato panel using SNPs Deperi, Sofía. I. Tagliotti, Martín. E. Bedogni, M. Cecilia Manrique-Carpintero, Norma C. Coombs, Joseph Zhang, Ruofang Douches, David Huarte, Marcelo. A. PLoS One Research Article 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. Public Library of Science 2018-03-16 /pmc/articles/PMC5856401/ /pubmed/29547652 http://dx.doi.org/10.1371/journal.pone.0194398 Text en © 2018 Deperi et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Deperi, Sofía. I. Tagliotti, Martín. E. Bedogni, M. Cecilia Manrique-Carpintero, Norma C. Coombs, Joseph Zhang, Ruofang Douches, David Huarte, Marcelo. A. Discriminant analysis of principal components and pedigree assessment of genetic diversity and population structure in a tetraploid potato panel using SNPs |
title | Discriminant analysis of principal components and pedigree assessment of genetic diversity and population structure in a tetraploid potato panel using SNPs |
title_full | Discriminant analysis of principal components and pedigree assessment of genetic diversity and population structure in a tetraploid potato panel using SNPs |
title_fullStr | Discriminant analysis of principal components and pedigree assessment of genetic diversity and population structure in a tetraploid potato panel using SNPs |
title_full_unstemmed | Discriminant analysis of principal components and pedigree assessment of genetic diversity and population structure in a tetraploid potato panel using SNPs |
title_short | Discriminant analysis of principal components and pedigree assessment of genetic diversity and population structure in a tetraploid potato panel using SNPs |
title_sort | discriminant analysis of principal components and pedigree assessment of genetic diversity and population structure in a tetraploid potato panel using snps |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5856401/ https://www.ncbi.nlm.nih.gov/pubmed/29547652 http://dx.doi.org/10.1371/journal.pone.0194398 |
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