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Fine Scale Genomic Signals of Admixture and Alien Introgression among Asian Rice Landraces

Modern rice cultivars are adapted to a range of environmental conditions and human preferences. At the root of this diversity is a marked genetic structure, owing to multiple foundation events. Admixture and recurrent introgression from wild sources have played upon this base to produce the myriad a...

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Autores principales: Santos, João D, Chebotarov, Dmytro, McNally, Kenneth L, Bartholomé, Jérôme, Droc, Gaëtan, Billot, Claire, Glaszmann, Jean Christophe
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6499253/
https://www.ncbi.nlm.nih.gov/pubmed/31002105
http://dx.doi.org/10.1093/gbe/evz084
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author Santos, João D
Chebotarov, Dmytro
McNally, Kenneth L
Bartholomé, Jérôme
Droc, Gaëtan
Billot, Claire
Glaszmann, Jean Christophe
author_facet Santos, João D
Chebotarov, Dmytro
McNally, Kenneth L
Bartholomé, Jérôme
Droc, Gaëtan
Billot, Claire
Glaszmann, Jean Christophe
author_sort Santos, João D
collection PubMed
description Modern rice cultivars are adapted to a range of environmental conditions and human preferences. At the root of this diversity is a marked genetic structure, owing to multiple foundation events. Admixture and recurrent introgression from wild sources have played upon this base to produce the myriad adaptations existing today. Genome-wide studies bring support to this idea, but understanding the history and nature of particular genetic adaptations requires the identification of specific patterns of genetic exchange. In this study, we explore the patterns of haplotype similarity along the genomes of a subset of rice cultivars available in the 3,000 Rice Genomes data set. We begin by establishing a custom method of classification based on a combination of dimensionality reduction and kernel density estimation. Through simulations, the behavior of this classifier is studied under scenarios of varying genetic divergence, admixture, and alien introgression. Finally, the method is applied to local haplotypes along the genome of a Core set of Asian Landraces. Taking the Japonica, Indica, and cAus groups as references, we find evidence of reciprocal introgressions covering 2.6% of reference genomes on average. Structured signals of introgression among reference accessions are discussed. We extend the analysis to elucidate the genetic structure of the group circum-Basmati: we delimit regions of Japonica, cAus, and Indica origin, as well as regions outlier to these groups (13% on average). Finally, the approach used highlights regions of partial to complete loss of structure that can be attributed to selective pressures during domestication.
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spelling pubmed-64992532019-05-07 Fine Scale Genomic Signals of Admixture and Alien Introgression among Asian Rice Landraces Santos, João D Chebotarov, Dmytro McNally, Kenneth L Bartholomé, Jérôme Droc, Gaëtan Billot, Claire Glaszmann, Jean Christophe Genome Biol Evol Research Article Modern rice cultivars are adapted to a range of environmental conditions and human preferences. At the root of this diversity is a marked genetic structure, owing to multiple foundation events. Admixture and recurrent introgression from wild sources have played upon this base to produce the myriad adaptations existing today. Genome-wide studies bring support to this idea, but understanding the history and nature of particular genetic adaptations requires the identification of specific patterns of genetic exchange. In this study, we explore the patterns of haplotype similarity along the genomes of a subset of rice cultivars available in the 3,000 Rice Genomes data set. We begin by establishing a custom method of classification based on a combination of dimensionality reduction and kernel density estimation. Through simulations, the behavior of this classifier is studied under scenarios of varying genetic divergence, admixture, and alien introgression. Finally, the method is applied to local haplotypes along the genome of a Core set of Asian Landraces. Taking the Japonica, Indica, and cAus groups as references, we find evidence of reciprocal introgressions covering 2.6% of reference genomes on average. Structured signals of introgression among reference accessions are discussed. We extend the analysis to elucidate the genetic structure of the group circum-Basmati: we delimit regions of Japonica, cAus, and Indica origin, as well as regions outlier to these groups (13% on average). Finally, the approach used highlights regions of partial to complete loss of structure that can be attributed to selective pressures during domestication. Oxford University Press 2019-04-16 /pmc/articles/PMC6499253/ /pubmed/31002105 http://dx.doi.org/10.1093/gbe/evz084 Text en © The Author(s) 2019. Published by Oxford University Press on behalf of the Society for Molecular Biology and Evolution. http://creativecommons.org/licenses/by-nc/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle Research Article
Santos, João D
Chebotarov, Dmytro
McNally, Kenneth L
Bartholomé, Jérôme
Droc, Gaëtan
Billot, Claire
Glaszmann, Jean Christophe
Fine Scale Genomic Signals of Admixture and Alien Introgression among Asian Rice Landraces
title Fine Scale Genomic Signals of Admixture and Alien Introgression among Asian Rice Landraces
title_full Fine Scale Genomic Signals of Admixture and Alien Introgression among Asian Rice Landraces
title_fullStr Fine Scale Genomic Signals of Admixture and Alien Introgression among Asian Rice Landraces
title_full_unstemmed Fine Scale Genomic Signals of Admixture and Alien Introgression among Asian Rice Landraces
title_short Fine Scale Genomic Signals of Admixture and Alien Introgression among Asian Rice Landraces
title_sort fine scale genomic signals of admixture and alien introgression among asian rice landraces
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6499253/
https://www.ncbi.nlm.nih.gov/pubmed/31002105
http://dx.doi.org/10.1093/gbe/evz084
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