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A comprehensive study of the genomic differentiation between temperate Dent and Flint maize
BACKGROUND: Dent and Flint represent two major germplasm pools exploited in maize breeding. Several traits differentiate the two pools, like cold tolerance, early vigor, and flowering time. A comparative investigation of their genomic architecture relevant for quantitative trait expression has not b...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4937532/ https://www.ncbi.nlm.nih.gov/pubmed/27387028 http://dx.doi.org/10.1186/s13059-016-1009-x |
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author | Unterseer, Sandra Pophaly, Saurabh D. Peis, Regina Westermeier, Peter Mayer, Manfred Seidel, Michael A. Haberer, Georg Mayer, Klaus F. X. Ordas, Bernardo Pausch, Hubert Tellier, Aurélien Bauer, Eva Schön, Chris-Carolin |
author_facet | Unterseer, Sandra Pophaly, Saurabh D. Peis, Regina Westermeier, Peter Mayer, Manfred Seidel, Michael A. Haberer, Georg Mayer, Klaus F. X. Ordas, Bernardo Pausch, Hubert Tellier, Aurélien Bauer, Eva Schön, Chris-Carolin |
author_sort | Unterseer, Sandra |
collection | PubMed |
description | BACKGROUND: Dent and Flint represent two major germplasm pools exploited in maize breeding. Several traits differentiate the two pools, like cold tolerance, early vigor, and flowering time. A comparative investigation of their genomic architecture relevant for quantitative trait expression has not been reported so far. Understanding the genomic differences between germplasm pools may contribute to a better understanding of the complementarity in heterotic patterns exploited in hybrid breeding and of mechanisms involved in adaptation to different environments. RESULTS: We perform whole-genome screens for signatures of selection specific to temperate Dent and Flint maize by comparing high-density genotyping data of 70 American and European Dent and 66 European Flint inbred lines. We find 2.2 % and 1.4 % of the genes are under selective pressure, respectively, and identify candidate genes associated with agronomic traits known to differ between the two pools. Taking flowering time as an example for the differentiation between Dent and Flint, we investigate candidate genes involved in the flowering network by phenotypic analyses in a Dent–Flint introgression library and find that the Flint haplotypes of the candidates promote earlier flowering. Within the flowering network, the majority of Flint candidates are associated with endogenous pathways in contrast to Dent candidate genes, which are mainly involved in response to environmental factors like light and photoperiod. The diversity patterns of the candidates in a unique panel of more than 900 individuals from 38 European landraces indicate a major contribution of landraces from France, Germany, and Spain to the candidate gene diversity of the Flint elite lines. CONCLUSIONS: In this study, we report the investigation of pool-specific differences between temperate Dent and Flint on a genome-wide scale. The identified candidate genes represent a promising source for the functional investigation of pool-specific haplotypes in different genetic backgrounds and for the evaluation of their potential for future crop improvement like the adaptation to specific environments. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13059-016-1009-x) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-4937532 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-49375322016-07-09 A comprehensive study of the genomic differentiation between temperate Dent and Flint maize Unterseer, Sandra Pophaly, Saurabh D. Peis, Regina Westermeier, Peter Mayer, Manfred Seidel, Michael A. Haberer, Georg Mayer, Klaus F. X. Ordas, Bernardo Pausch, Hubert Tellier, Aurélien Bauer, Eva Schön, Chris-Carolin Genome Biol Research BACKGROUND: Dent and Flint represent two major germplasm pools exploited in maize breeding. Several traits differentiate the two pools, like cold tolerance, early vigor, and flowering time. A comparative investigation of their genomic architecture relevant for quantitative trait expression has not been reported so far. Understanding the genomic differences between germplasm pools may contribute to a better understanding of the complementarity in heterotic patterns exploited in hybrid breeding and of mechanisms involved in adaptation to different environments. RESULTS: We perform whole-genome screens for signatures of selection specific to temperate Dent and Flint maize by comparing high-density genotyping data of 70 American and European Dent and 66 European Flint inbred lines. We find 2.2 % and 1.4 % of the genes are under selective pressure, respectively, and identify candidate genes associated with agronomic traits known to differ between the two pools. Taking flowering time as an example for the differentiation between Dent and Flint, we investigate candidate genes involved in the flowering network by phenotypic analyses in a Dent–Flint introgression library and find that the Flint haplotypes of the candidates promote earlier flowering. Within the flowering network, the majority of Flint candidates are associated with endogenous pathways in contrast to Dent candidate genes, which are mainly involved in response to environmental factors like light and photoperiod. The diversity patterns of the candidates in a unique panel of more than 900 individuals from 38 European landraces indicate a major contribution of landraces from France, Germany, and Spain to the candidate gene diversity of the Flint elite lines. CONCLUSIONS: In this study, we report the investigation of pool-specific differences between temperate Dent and Flint on a genome-wide scale. The identified candidate genes represent a promising source for the functional investigation of pool-specific haplotypes in different genetic backgrounds and for the evaluation of their potential for future crop improvement like the adaptation to specific environments. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13059-016-1009-x) contains supplementary material, which is available to authorized users. BioMed Central 2016-07-08 /pmc/articles/PMC4937532/ /pubmed/27387028 http://dx.doi.org/10.1186/s13059-016-1009-x Text en © The Author(s). 2016 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Unterseer, Sandra Pophaly, Saurabh D. Peis, Regina Westermeier, Peter Mayer, Manfred Seidel, Michael A. Haberer, Georg Mayer, Klaus F. X. Ordas, Bernardo Pausch, Hubert Tellier, Aurélien Bauer, Eva Schön, Chris-Carolin A comprehensive study of the genomic differentiation between temperate Dent and Flint maize |
title | A comprehensive study of the genomic differentiation between temperate Dent and Flint maize |
title_full | A comprehensive study of the genomic differentiation between temperate Dent and Flint maize |
title_fullStr | A comprehensive study of the genomic differentiation between temperate Dent and Flint maize |
title_full_unstemmed | A comprehensive study of the genomic differentiation between temperate Dent and Flint maize |
title_short | A comprehensive study of the genomic differentiation between temperate Dent and Flint maize |
title_sort | comprehensive study of the genomic differentiation between temperate dent and flint maize |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4937532/ https://www.ncbi.nlm.nih.gov/pubmed/27387028 http://dx.doi.org/10.1186/s13059-016-1009-x |
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