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A catalog of annotated high-confidence SNPs from exome capture and sequencing reveals highly polymorphic genes in Norway spruce (Picea abies)

BACKGROUND: Norway spruce [Picea abies (L.) Karst.] is ecologically and economically one of the most important conifer worldwide. Our main goal was to develop a large catalog of annotated high confidence gene SNPs that should sustain the development of genomic tools for the conservation of natural a...

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Autores principales: Azaiez, Aïda, Pavy, Nathalie, Gérardi, Sébastien, Laroche, Jérôme, Boyle, Brian, Gagnon, France, Mottet, Marie-Josée, Beaulieu, Jean, Bousquet, Jean
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6296092/
https://www.ncbi.nlm.nih.gov/pubmed/30558528
http://dx.doi.org/10.1186/s12864-018-5247-z
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author Azaiez, Aïda
Pavy, Nathalie
Gérardi, Sébastien
Laroche, Jérôme
Boyle, Brian
Gagnon, France
Mottet, Marie-Josée
Beaulieu, Jean
Bousquet, Jean
author_facet Azaiez, Aïda
Pavy, Nathalie
Gérardi, Sébastien
Laroche, Jérôme
Boyle, Brian
Gagnon, France
Mottet, Marie-Josée
Beaulieu, Jean
Bousquet, Jean
author_sort Azaiez, Aïda
collection PubMed
description BACKGROUND: Norway spruce [Picea abies (L.) Karst.] is ecologically and economically one of the most important conifer worldwide. Our main goal was to develop a large catalog of annotated high confidence gene SNPs that should sustain the development of genomic tools for the conservation of natural and domesticated genetic diversity resources, and hasten tree breeding efforts in this species. RESULTS: Targeted sequencing was achieved by capturing P. abies exome with probes previously designed from the sequenced transcriptome of white spruce (Picea glauca (Moench) Voss). Capture efficiency was high (74.5%) given a high level of exome conservation between the two species. Using stringent criteria, we delimited a set of 61,771 high-confidence SNPs across 13,543 genes. To validate SNPs, a high-throughput genotyping array was developed for a subset of 5571 predicted SNPs representing as many different gene loci, and was used to genotype over 1000 trees. The estimated true positive rate of the resource was 84.2%, which was comparable with the genotyping success rate obtained for P. abies control SNPs recycled from previous genotyping efforts. We also analyzed SNP abundance across various gene functional categories. Several GO terms and gene families involved in stress response were found over-represented in highly polymorphic genes. CONCLUSION: The annotated high-confidence SNP catalog developed herein represents a valuable genomic resource, being representative of over 13 K genes distributed across the P. abies genome. This resource should serve a variety of population genomics and breeding applications in Norway spruce. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12864-018-5247-z) contains supplementary material, which is available to authorized users.
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spelling pubmed-62960922018-12-18 A catalog of annotated high-confidence SNPs from exome capture and sequencing reveals highly polymorphic genes in Norway spruce (Picea abies) Azaiez, Aïda Pavy, Nathalie Gérardi, Sébastien Laroche, Jérôme Boyle, Brian Gagnon, France Mottet, Marie-Josée Beaulieu, Jean Bousquet, Jean BMC Genomics Research Article BACKGROUND: Norway spruce [Picea abies (L.) Karst.] is ecologically and economically one of the most important conifer worldwide. Our main goal was to develop a large catalog of annotated high confidence gene SNPs that should sustain the development of genomic tools for the conservation of natural and domesticated genetic diversity resources, and hasten tree breeding efforts in this species. RESULTS: Targeted sequencing was achieved by capturing P. abies exome with probes previously designed from the sequenced transcriptome of white spruce (Picea glauca (Moench) Voss). Capture efficiency was high (74.5%) given a high level of exome conservation between the two species. Using stringent criteria, we delimited a set of 61,771 high-confidence SNPs across 13,543 genes. To validate SNPs, a high-throughput genotyping array was developed for a subset of 5571 predicted SNPs representing as many different gene loci, and was used to genotype over 1000 trees. The estimated true positive rate of the resource was 84.2%, which was comparable with the genotyping success rate obtained for P. abies control SNPs recycled from previous genotyping efforts. We also analyzed SNP abundance across various gene functional categories. Several GO terms and gene families involved in stress response were found over-represented in highly polymorphic genes. CONCLUSION: The annotated high-confidence SNP catalog developed herein represents a valuable genomic resource, being representative of over 13 K genes distributed across the P. abies genome. This resource should serve a variety of population genomics and breeding applications in Norway spruce. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12864-018-5247-z) contains supplementary material, which is available to authorized users. BioMed Central 2018-12-17 /pmc/articles/PMC6296092/ /pubmed/30558528 http://dx.doi.org/10.1186/s12864-018-5247-z Text en © The Author(s). 2018 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 Article
Azaiez, Aïda
Pavy, Nathalie
Gérardi, Sébastien
Laroche, Jérôme
Boyle, Brian
Gagnon, France
Mottet, Marie-Josée
Beaulieu, Jean
Bousquet, Jean
A catalog of annotated high-confidence SNPs from exome capture and sequencing reveals highly polymorphic genes in Norway spruce (Picea abies)
title A catalog of annotated high-confidence SNPs from exome capture and sequencing reveals highly polymorphic genes in Norway spruce (Picea abies)
title_full A catalog of annotated high-confidence SNPs from exome capture and sequencing reveals highly polymorphic genes in Norway spruce (Picea abies)
title_fullStr A catalog of annotated high-confidence SNPs from exome capture and sequencing reveals highly polymorphic genes in Norway spruce (Picea abies)
title_full_unstemmed A catalog of annotated high-confidence SNPs from exome capture and sequencing reveals highly polymorphic genes in Norway spruce (Picea abies)
title_short A catalog of annotated high-confidence SNPs from exome capture and sequencing reveals highly polymorphic genes in Norway spruce (Picea abies)
title_sort catalog of annotated high-confidence snps from exome capture and sequencing reveals highly polymorphic genes in norway spruce (picea abies)
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6296092/
https://www.ncbi.nlm.nih.gov/pubmed/30558528
http://dx.doi.org/10.1186/s12864-018-5247-z
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