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Genotyping by Sequencing of Cultivated Lentil (Lens culinaris Medik.) Highlights Population Structure in the Mediterranean Gene Pool Associated With Geographic Patterns and Phenotypic Variables
Cultivated lentil (Lens culinaris Medik.) is one of the oldest domesticated crops and one of the most important grain legumes worldwide. The Mediterranean Basin holds large part of lentil biodiversity; however, no genetic structure was defined within the Mediterranean gene pool. In this study, we us...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6759463/ https://www.ncbi.nlm.nih.gov/pubmed/31620173 http://dx.doi.org/10.3389/fgene.2019.00872 |
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author | Pavan, Stefano Bardaro, Nicoletta Fanelli, Valentina Marcotrigiano, Angelo Raffaele Mangini, Giacomo Taranto, Francesca Catalano, Domenico Montemurro, Cinzia De Giovanni, Claudio Lotti, Concetta Ricciardi, Luigi |
author_facet | Pavan, Stefano Bardaro, Nicoletta Fanelli, Valentina Marcotrigiano, Angelo Raffaele Mangini, Giacomo Taranto, Francesca Catalano, Domenico Montemurro, Cinzia De Giovanni, Claudio Lotti, Concetta Ricciardi, Luigi |
author_sort | Pavan, Stefano |
collection | PubMed |
description | Cultivated lentil (Lens culinaris Medik.) is one of the oldest domesticated crops and one of the most important grain legumes worldwide. The Mediterranean Basin holds large part of lentil biodiversity; however, no genetic structure was defined within the Mediterranean gene pool. In this study, we used high-throughput genotyping by sequencing to resolve the genetic structure of the Mediterranean ex situ lentil collection held at the Italian National Research Council. Sequencing of a 188-plex genotyping-by-sequencing library and bioinformatics treatment of data yielded 6,693 single nucleotide polymorphisms. Analysis of nonredundant genotypes with nonparametric and parametric methods highlighted the occurrence of five highly differentiated genetic clusters. Clustering could be related to geographic patterns and phenotypic traits, indicating that post-domestication routes introducing cultivation in Mediterranean countries and selection were major forces shaping lentil population structure. The estimation of the fixation index F(ST) at individual single nucleotide polymorphism loci allowed the identification of distinctive alleles across clusters, suggesting the possibility to set up molecular keys for the assignment of lentil germplasm to specific genetic groups. Finally, significant associations between markers and phenotypic data were identified. Overall, the results of this study are of major importance for lentil conservation genetics and breeding and provide insights on the lentil evolutionary history. |
format | Online Article Text |
id | pubmed-6759463 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-67594632019-10-16 Genotyping by Sequencing of Cultivated Lentil (Lens culinaris Medik.) Highlights Population Structure in the Mediterranean Gene Pool Associated With Geographic Patterns and Phenotypic Variables Pavan, Stefano Bardaro, Nicoletta Fanelli, Valentina Marcotrigiano, Angelo Raffaele Mangini, Giacomo Taranto, Francesca Catalano, Domenico Montemurro, Cinzia De Giovanni, Claudio Lotti, Concetta Ricciardi, Luigi Front Genet Genetics Cultivated lentil (Lens culinaris Medik.) is one of the oldest domesticated crops and one of the most important grain legumes worldwide. The Mediterranean Basin holds large part of lentil biodiversity; however, no genetic structure was defined within the Mediterranean gene pool. In this study, we used high-throughput genotyping by sequencing to resolve the genetic structure of the Mediterranean ex situ lentil collection held at the Italian National Research Council. Sequencing of a 188-plex genotyping-by-sequencing library and bioinformatics treatment of data yielded 6,693 single nucleotide polymorphisms. Analysis of nonredundant genotypes with nonparametric and parametric methods highlighted the occurrence of five highly differentiated genetic clusters. Clustering could be related to geographic patterns and phenotypic traits, indicating that post-domestication routes introducing cultivation in Mediterranean countries and selection were major forces shaping lentil population structure. The estimation of the fixation index F(ST) at individual single nucleotide polymorphism loci allowed the identification of distinctive alleles across clusters, suggesting the possibility to set up molecular keys for the assignment of lentil germplasm to specific genetic groups. Finally, significant associations between markers and phenotypic data were identified. Overall, the results of this study are of major importance for lentil conservation genetics and breeding and provide insights on the lentil evolutionary history. Frontiers Media S.A. 2019-09-18 /pmc/articles/PMC6759463/ /pubmed/31620173 http://dx.doi.org/10.3389/fgene.2019.00872 Text en Copyright © 2019 Pavan, Bardaro, Fanelli, Marcotrigiano, Mangini, Taranto, Catalano, Montemurro, De Giovanni, Lotti and Ricciardi http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Genetics Pavan, Stefano Bardaro, Nicoletta Fanelli, Valentina Marcotrigiano, Angelo Raffaele Mangini, Giacomo Taranto, Francesca Catalano, Domenico Montemurro, Cinzia De Giovanni, Claudio Lotti, Concetta Ricciardi, Luigi Genotyping by Sequencing of Cultivated Lentil (Lens culinaris Medik.) Highlights Population Structure in the Mediterranean Gene Pool Associated With Geographic Patterns and Phenotypic Variables |
title | Genotyping by Sequencing of Cultivated Lentil (Lens culinaris Medik.) Highlights Population Structure in the Mediterranean Gene Pool Associated With Geographic Patterns and Phenotypic Variables |
title_full | Genotyping by Sequencing of Cultivated Lentil (Lens culinaris Medik.) Highlights Population Structure in the Mediterranean Gene Pool Associated With Geographic Patterns and Phenotypic Variables |
title_fullStr | Genotyping by Sequencing of Cultivated Lentil (Lens culinaris Medik.) Highlights Population Structure in the Mediterranean Gene Pool Associated With Geographic Patterns and Phenotypic Variables |
title_full_unstemmed | Genotyping by Sequencing of Cultivated Lentil (Lens culinaris Medik.) Highlights Population Structure in the Mediterranean Gene Pool Associated With Geographic Patterns and Phenotypic Variables |
title_short | Genotyping by Sequencing of Cultivated Lentil (Lens culinaris Medik.) Highlights Population Structure in the Mediterranean Gene Pool Associated With Geographic Patterns and Phenotypic Variables |
title_sort | genotyping by sequencing of cultivated lentil (lens culinaris medik.) highlights population structure in the mediterranean gene pool associated with geographic patterns and phenotypic variables |
topic | Genetics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6759463/ https://www.ncbi.nlm.nih.gov/pubmed/31620173 http://dx.doi.org/10.3389/fgene.2019.00872 |
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