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Genotyping-by-sequencing highlights patterns of genetic structure and domestication in artichoke and cardoon
Exploiting the biodiversity of crops and their wild relatives is fundamental for maintaining and increasing food security. The species Cynara cardunculus includes three taxa: the globe artichoke, one of the most important Mediterranean vegetables, the leafy cardoon, and the wild cardoon. In this stu...
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/PMC6198968/ https://www.ncbi.nlm.nih.gov/pubmed/30352087 http://dx.doi.org/10.1371/journal.pone.0205988 |
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author | Pavan, Stefano Curci, Pasquale L. Zuluaga, Diana L. Blanco, Emanuela Sonnante, Gabriella |
author_facet | Pavan, Stefano Curci, Pasquale L. Zuluaga, Diana L. Blanco, Emanuela Sonnante, Gabriella |
author_sort | Pavan, Stefano |
collection | PubMed |
description | Exploiting the biodiversity of crops and their wild relatives is fundamental for maintaining and increasing food security. The species Cynara cardunculus includes three taxa: the globe artichoke, one of the most important Mediterranean vegetables, the leafy cardoon, and the wild cardoon. In this study, genotyping by sequencing (GBS) was successfully applied to reveal thousands of polymorphisms in a C. cardunculus germplasm collection, including 65 globe artichoke, 9 leafy cardoon, and 21 wild cardoon samples. The collection showed a strong population structure at K = 2, separating the globe artichoke from the leafy and wild cardoon. At higher K values, further substructures were observed, in which the wild cardoon was separated from the leafy cardoon, and the latter included the Spanish wild cardoons, while the wild sample from Portugal was admixed. Moreover, subpopulations within the globe artichoke set were highlighted. Structure analysis restricted to the globe artichoke dataset pointed out genetic differentiation between the ˝Catanesi˝ typology and all the other samples (K = 2). At higher values of K, the separation of the ˝Catanesi˝ group still held true, and green headed landraces from Apulia region, Italy (˝Green Apulian˝) formed a distinct subpopulation. ˝Romaneschi˝ artichoke types fell in a variable group with admixed samples, indicating that they should not be considered as a genetically uniform typology. The results of principal component analysis and Neighbor-Joining hierarchical clustering were consistent with structure results, and in addition provided a measure of genetic relationships among individual genotypes. Both analyses attributed the wild material from Spain and Portugal to the cultivated cardoon group, supporting the idea that this might be indeed a feral form of the leafy cardoon. Different reproductive habit and possibly selective pressure led to a slower LD decay in artichoke compared to cardoon. Genotyping by sequencing has proven a reliable methodology to obtain valuable SNPs and assess population genetics in C. cardunculus. |
format | Online Article Text |
id | pubmed-6198968 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-61989682018-11-19 Genotyping-by-sequencing highlights patterns of genetic structure and domestication in artichoke and cardoon Pavan, Stefano Curci, Pasquale L. Zuluaga, Diana L. Blanco, Emanuela Sonnante, Gabriella PLoS One Research Article Exploiting the biodiversity of crops and their wild relatives is fundamental for maintaining and increasing food security. The species Cynara cardunculus includes three taxa: the globe artichoke, one of the most important Mediterranean vegetables, the leafy cardoon, and the wild cardoon. In this study, genotyping by sequencing (GBS) was successfully applied to reveal thousands of polymorphisms in a C. cardunculus germplasm collection, including 65 globe artichoke, 9 leafy cardoon, and 21 wild cardoon samples. The collection showed a strong population structure at K = 2, separating the globe artichoke from the leafy and wild cardoon. At higher K values, further substructures were observed, in which the wild cardoon was separated from the leafy cardoon, and the latter included the Spanish wild cardoons, while the wild sample from Portugal was admixed. Moreover, subpopulations within the globe artichoke set were highlighted. Structure analysis restricted to the globe artichoke dataset pointed out genetic differentiation between the ˝Catanesi˝ typology and all the other samples (K = 2). At higher values of K, the separation of the ˝Catanesi˝ group still held true, and green headed landraces from Apulia region, Italy (˝Green Apulian˝) formed a distinct subpopulation. ˝Romaneschi˝ artichoke types fell in a variable group with admixed samples, indicating that they should not be considered as a genetically uniform typology. The results of principal component analysis and Neighbor-Joining hierarchical clustering were consistent with structure results, and in addition provided a measure of genetic relationships among individual genotypes. Both analyses attributed the wild material from Spain and Portugal to the cultivated cardoon group, supporting the idea that this might be indeed a feral form of the leafy cardoon. Different reproductive habit and possibly selective pressure led to a slower LD decay in artichoke compared to cardoon. Genotyping by sequencing has proven a reliable methodology to obtain valuable SNPs and assess population genetics in C. cardunculus. Public Library of Science 2018-10-23 /pmc/articles/PMC6198968/ /pubmed/30352087 http://dx.doi.org/10.1371/journal.pone.0205988 Text en © 2018 Pavan 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 Pavan, Stefano Curci, Pasquale L. Zuluaga, Diana L. Blanco, Emanuela Sonnante, Gabriella Genotyping-by-sequencing highlights patterns of genetic structure and domestication in artichoke and cardoon |
title | Genotyping-by-sequencing highlights patterns of genetic structure and domestication in artichoke and cardoon |
title_full | Genotyping-by-sequencing highlights patterns of genetic structure and domestication in artichoke and cardoon |
title_fullStr | Genotyping-by-sequencing highlights patterns of genetic structure and domestication in artichoke and cardoon |
title_full_unstemmed | Genotyping-by-sequencing highlights patterns of genetic structure and domestication in artichoke and cardoon |
title_short | Genotyping-by-sequencing highlights patterns of genetic structure and domestication in artichoke and cardoon |
title_sort | genotyping-by-sequencing highlights patterns of genetic structure and domestication in artichoke and cardoon |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6198968/ https://www.ncbi.nlm.nih.gov/pubmed/30352087 http://dx.doi.org/10.1371/journal.pone.0205988 |
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