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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

Authors :
Luigi Ricciardi
Valentina Fanelli
Cinzia Montemurro
Stefano Pavan
Giacomo Mangini
Domenico Catalano
Francesca Taranto
Concetta Lotti
Claudio De Giovanni
Angelo Raffaele Marcotrigiano
Nicoletta Bardaro
Source :
Frontiers in Genetics, Vol 10 (2019), Frontiers in genetics 10 (2019). doi:10.3389/fgene.2019.00872, info:cnr-pdr/source/autori:Pavan, Stefano; Bardaro, Nicoletta; Fanelli, Valentina; Marcotrigiano, Angelo Raffaele; Mangini, Giacomo; Taranto, Francesca; Catalano, Domenico; Montemurro, Cinzia; De Giovanni, Claudio; Lotti, Concetta; Ricciardi, Luigi/titolo:Genotyping by Sequencing of Cultivated Lentil (Lens culinaris Medik.) Highlights Population Structure in the Mediterranean Gene Pool Associated With Geographic Patterns and Phenotypic Variables/doi:10.3389%2Ffgene.2019.00872/rivista:Frontiers in genetics/anno:2019/pagina_da:/pagina_a:/intervallo_pagine:/volume:10, Frontiers in Genetics
Publication Year :
2019
Publisher :
Frontiers Media S.A., 2019.

Abstract

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.

Details

Language :
English
ISSN :
16648021
Volume :
10
Database :
OpenAIRE
Journal :
Frontiers in Genetics
Accession number :
edsair.doi.dedup.....41e4aeaf6c13ab266d816cd667aeaf89
Full Text :
https://doi.org/10.3389/fgene.2019.00872/full