Extended diversity analysis of cultivated grapevine Vitis vinifera with 10K genome-wide SNPs
Grapevine is a very important crop species that is mainly cultivated worldwide for fruits, wine and juice. Identification of the genetic bases of performance traits through association mapping studies requires a precise knowledge of the available diversity and how this diversity is structured and varies across the whole genome. An 18k SNP genotyping array was evaluated on a panel of Vitis vinifera cultivars and we obtained a data set with no missing values for a total of 10207 SNPs and 783 different genotypes. The average inter-SNP spacing was ~47 kbp, the mean minor allele frequency (MAF) was 0.23 and the genetic diversity in the sample was high (He = 0.32). Fourteen SNPs, chosen from those with the highest MAF values, were sufficient to identify each genotype in the sample. Parentage analysis revealed 118 full parentages and 490 parent-offspring duos, thus confirming the close pedigree relationships within the cultivated grapevine. Structure analyses also confirmed the main divisions due to an eastern-western gradient and human usage (table vs. wine). Using a multivariate approach, we refined the structure and identified a total of eight clusters. Both the genetic diversity (He, 0.26–0.32) and linkage disequilibrium (LD, 28.8–58.2 kbp) varied between clusters. Despite the short span LD, we also identified some non-recombining haplotype blocks that may complicate association mapping. Finally, we performed a genomewide association study that confirmed previous works and also identified new regions for important performance traits such as acidity. Taken together, all the results contribute to a better knowledge of the genetics of the cultivated grapevine
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dig-icvv-es-10261-1935622021-12-28T16:09:33Z Extended diversity analysis of cultivated grapevine Vitis vinifera with 10K genome-wide SNPs Laucou, Valérie Launay, ,Amandine Bacilieri, Roberto Lacombe, Thierry Adam-Blondon, Anne-Françoise Bérard, Aurélie Chauveau, Aurélie Andrés, M. Teresa de Hausmann, Ludger Ibáñez Marcos, Javier Le Paslier, Marie Christine Maghradze, David Martínez-Zapater, José M. Maul, Erika Ponnaiah, Maharajah Töpfer, Reinhard Péros, Jean Pièrre Boursiquot, J. M. European Commission Hausmann, Ludger [0000-0002-4046-9626] Ibáñez Marcos, Javier [0000-0002-6286-5638] Martínez-Zapater, José M. [0000-0001-7217-4454] Grapevine is a very important crop species that is mainly cultivated worldwide for fruits, wine and juice. Identification of the genetic bases of performance traits through association mapping studies requires a precise knowledge of the available diversity and how this diversity is structured and varies across the whole genome. An 18k SNP genotyping array was evaluated on a panel of Vitis vinifera cultivars and we obtained a data set with no missing values for a total of 10207 SNPs and 783 different genotypes. The average inter-SNP spacing was ~47 kbp, the mean minor allele frequency (MAF) was 0.23 and the genetic diversity in the sample was high (He = 0.32). Fourteen SNPs, chosen from those with the highest MAF values, were sufficient to identify each genotype in the sample. Parentage analysis revealed 118 full parentages and 490 parent-offspring duos, thus confirming the close pedigree relationships within the cultivated grapevine. Structure analyses also confirmed the main divisions due to an eastern-western gradient and human usage (table vs. wine). Using a multivariate approach, we refined the structure and identified a total of eight clusters. Both the genetic diversity (He, 0.26–0.32) and linkage disequilibrium (LD, 28.8–58.2 kbp) varied between clusters. Despite the short span LD, we also identified some non-recombining haplotype blocks that may complicate association mapping. Finally, we performed a genomewide association study that confirmed previous works and also identified new regions for important performance traits such as acidity. Taken together, all the results contribute to a better knowledge of the genetics of the cultivated grapevine The GrapeReSeq project (Large scale resequencing in the Vitis genus for identification of resistance genes, SNP discovery and high throughput genotyping) was funded by Research project of Transnational Plant Alliance for Novel Technologies toward implementing the Knowledge Based Bio-Economy (PLANT - KBBE2008) in Europe (France, Germany and Spain) Peer reviewed 2019-10-28T10:52:54Z 2019-10-28T10:52:54Z 2018-02-08 artículo http://purl.org/coar/resource_type/c_6501 PLoS ONE 13(2): e0192540 (2018) http://hdl.handle.net/10261/193562 10.1371/journal.pone.0192540 1932-6203 http://dx.doi.org/10.13039/501100000780 29420602 en Publisher's version http://dx.doi.org/10.1371/journal.pone.0192540 Sí open Public Library of Science |
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Grapevine is a very important crop species that is mainly cultivated worldwide for fruits, wine
and juice. Identification of the genetic bases of performance traits through association mapping studies requires a precise knowledge of the available diversity and how this diversity is
structured and varies across the whole genome. An 18k SNP genotyping array was evaluated on a panel of Vitis vinifera cultivars and we obtained a data set with no missing values
for a total of 10207 SNPs and 783 different genotypes. The average inter-SNP spacing was
~47 kbp, the mean minor allele frequency (MAF) was 0.23 and the genetic diversity in the
sample was high (He = 0.32). Fourteen SNPs, chosen from those with the highest MAF values, were sufficient to identify each genotype in the sample. Parentage analysis revealed
118 full parentages and 490 parent-offspring duos, thus confirming the close pedigree relationships within the cultivated grapevine. Structure analyses also confirmed the main divisions due to an eastern-western gradient and human usage (table vs. wine). Using a
multivariate approach, we refined the structure and identified a total of eight clusters. Both
the genetic diversity (He, 0.26–0.32) and linkage disequilibrium (LD, 28.8–58.2 kbp) varied
between clusters. Despite the short span LD, we also identified some non-recombining haplotype blocks that may complicate association mapping. Finally, we performed a genomewide association study that confirmed previous works and also identified new regions for
important performance traits such as acidity. Taken together, all the results contribute to a
better knowledge of the genetics of the cultivated grapevine |
author2 |
European Commission |
author_facet |
European Commission Laucou, Valérie Launay, ,Amandine Bacilieri, Roberto Lacombe, Thierry Adam-Blondon, Anne-Françoise Bérard, Aurélie Chauveau, Aurélie Andrés, M. Teresa de Hausmann, Ludger Ibáñez Marcos, Javier Le Paslier, Marie Christine Maghradze, David Martínez-Zapater, José M. Maul, Erika Ponnaiah, Maharajah Töpfer, Reinhard Péros, Jean Pièrre Boursiquot, J. M. |
format |
artículo |
author |
Laucou, Valérie Launay, ,Amandine Bacilieri, Roberto Lacombe, Thierry Adam-Blondon, Anne-Françoise Bérard, Aurélie Chauveau, Aurélie Andrés, M. Teresa de Hausmann, Ludger Ibáñez Marcos, Javier Le Paslier, Marie Christine Maghradze, David Martínez-Zapater, José M. Maul, Erika Ponnaiah, Maharajah Töpfer, Reinhard Péros, Jean Pièrre Boursiquot, J. M. |
spellingShingle |
Laucou, Valérie Launay, ,Amandine Bacilieri, Roberto Lacombe, Thierry Adam-Blondon, Anne-Françoise Bérard, Aurélie Chauveau, Aurélie Andrés, M. Teresa de Hausmann, Ludger Ibáñez Marcos, Javier Le Paslier, Marie Christine Maghradze, David Martínez-Zapater, José M. Maul, Erika Ponnaiah, Maharajah Töpfer, Reinhard Péros, Jean Pièrre Boursiquot, J. M. Extended diversity analysis of cultivated grapevine Vitis vinifera with 10K genome-wide SNPs |
author_sort |
Laucou, Valérie |
title |
Extended diversity analysis of cultivated grapevine Vitis vinifera with 10K genome-wide SNPs |
title_short |
Extended diversity analysis of cultivated grapevine Vitis vinifera with 10K genome-wide SNPs |
title_full |
Extended diversity analysis of cultivated grapevine Vitis vinifera with 10K genome-wide SNPs |
title_fullStr |
Extended diversity analysis of cultivated grapevine Vitis vinifera with 10K genome-wide SNPs |
title_full_unstemmed |
Extended diversity analysis of cultivated grapevine Vitis vinifera with 10K genome-wide SNPs |
title_sort |
extended diversity analysis of cultivated grapevine vitis vinifera with 10k genome-wide snps |
publisher |
Public Library of Science |
publishDate |
2018-02-08 |
url |
http://hdl.handle.net/10261/193562 http://dx.doi.org/10.13039/501100000780 |
work_keys_str_mv |
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