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Development and preliminary evaluation of a 90 K Axiom® SNP array for the allo-octoploid cultivated strawberry Fragaria × ananassa
BACKGROUND: A high-throughput genotyping platform is needed to enable marker-assisted breeding in the allo-octoploid cultivated strawberry Fragaria × ananassa. Short-read sequences from one diploid and 19 octoploid accessions were aligned to the diploid Fragaria vesca ‘Hawaii 4’ reference genome to...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4374422/ https://www.ncbi.nlm.nih.gov/pubmed/25886969 http://dx.doi.org/10.1186/s12864-015-1310-1 |
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author | Bassil, Nahla V Davis, Thomas M Zhang, Hailong Ficklin, Stephen Mittmann, Mike Webster, Teresa Mahoney, Lise Wood, David Alperin, Elisabeth S Rosyara, Umesh R Koehorst-vanc Putten, Herma Monfort, Amparo Sargent, Daniel J Amaya, Iraida Denoyes, Beatrice Bianco, Luca van Dijk, Thijs Pirani, Ali Iezzoni, Amy Main, Dorrie Peace, Cameron Yang, Yilong Whitaker, Vance Verma, Sujeet Bellon, Laurent Brew, Fiona Herrera, Raul van de Weg, Eric |
author_facet | Bassil, Nahla V Davis, Thomas M Zhang, Hailong Ficklin, Stephen Mittmann, Mike Webster, Teresa Mahoney, Lise Wood, David Alperin, Elisabeth S Rosyara, Umesh R Koehorst-vanc Putten, Herma Monfort, Amparo Sargent, Daniel J Amaya, Iraida Denoyes, Beatrice Bianco, Luca van Dijk, Thijs Pirani, Ali Iezzoni, Amy Main, Dorrie Peace, Cameron Yang, Yilong Whitaker, Vance Verma, Sujeet Bellon, Laurent Brew, Fiona Herrera, Raul van de Weg, Eric |
author_sort | Bassil, Nahla V |
collection | PubMed |
description | BACKGROUND: A high-throughput genotyping platform is needed to enable marker-assisted breeding in the allo-octoploid cultivated strawberry Fragaria × ananassa. Short-read sequences from one diploid and 19 octoploid accessions were aligned to the diploid Fragaria vesca ‘Hawaii 4’ reference genome to identify single nucleotide polymorphisms (SNPs) and indels for incorporation into a 90 K Affymetrix® Axiom® array. We report the development and preliminary evaluation of this array. RESULTS: About 36 million sequence variants were identified in a 19 member, octoploid germplasm panel. Strategies and filtering pipelines were developed to identify and incorporate markers of several types: di-allelic SNPs (66.6%), multi-allelic SNPs (1.8%), indels (10.1%), and ploidy-reducing “haploSNPs” (11.7%). The remaining SNPs included those discovered in the diploid progenitor F. iinumae (3.9%), and speculative “codon-based” SNPs (5.9%). In genotyping 306 octoploid accessions, SNPs were assigned to six classes with Affymetrix’s “SNPolisher” R package. The highest quality classes, PolyHigh Resolution (PHR), No Minor Homozygote (NMH), and Off-Target Variant (OTV) comprised 25%, 38%, and 1% of array markers, respectively. These markers were suitable for genetic studies as demonstrated in the full-sib family ‘Holiday’ × ‘Korona’ with the generation of a genetic linkage map consisting of 6,594 PHR SNPs evenly distributed across 28 chromosomes with an average density of approximately one marker per 0.5 cM, thus exceeding our goal of one marker per cM. CONCLUSIONS: The Affymetrix IStraw90 Axiom array is the first high-throughput genotyping platform for cultivated strawberry and is commercially available to the worldwide scientific community. The array’s high success rate is likely driven by the presence of naturally occurring variation in ploidy level within the nominally octoploid genome, and by effectiveness of the employed array design and ploidy-reducing strategies. This array enables genetic analyses including generation of high-density linkage maps, identification of quantitative trait loci for economically important traits, and genome-wide association studies, thus providing a basis for marker-assisted breeding in this high value crop. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12864-015-1310-1) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-4374422 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-43744222015-03-27 Development and preliminary evaluation of a 90 K Axiom® SNP array for the allo-octoploid cultivated strawberry Fragaria × ananassa Bassil, Nahla V Davis, Thomas M Zhang, Hailong Ficklin, Stephen Mittmann, Mike Webster, Teresa Mahoney, Lise Wood, David Alperin, Elisabeth S Rosyara, Umesh R Koehorst-vanc Putten, Herma Monfort, Amparo Sargent, Daniel J Amaya, Iraida Denoyes, Beatrice Bianco, Luca van Dijk, Thijs Pirani, Ali Iezzoni, Amy Main, Dorrie Peace, Cameron Yang, Yilong Whitaker, Vance Verma, Sujeet Bellon, Laurent Brew, Fiona Herrera, Raul van de Weg, Eric BMC Genomics Research Article BACKGROUND: A high-throughput genotyping platform is needed to enable marker-assisted breeding in the allo-octoploid cultivated strawberry Fragaria × ananassa. Short-read sequences from one diploid and 19 octoploid accessions were aligned to the diploid Fragaria vesca ‘Hawaii 4’ reference genome to identify single nucleotide polymorphisms (SNPs) and indels for incorporation into a 90 K Affymetrix® Axiom® array. We report the development and preliminary evaluation of this array. RESULTS: About 36 million sequence variants were identified in a 19 member, octoploid germplasm panel. Strategies and filtering pipelines were developed to identify and incorporate markers of several types: di-allelic SNPs (66.6%), multi-allelic SNPs (1.8%), indels (10.1%), and ploidy-reducing “haploSNPs” (11.7%). The remaining SNPs included those discovered in the diploid progenitor F. iinumae (3.9%), and speculative “codon-based” SNPs (5.9%). In genotyping 306 octoploid accessions, SNPs were assigned to six classes with Affymetrix’s “SNPolisher” R package. The highest quality classes, PolyHigh Resolution (PHR), No Minor Homozygote (NMH), and Off-Target Variant (OTV) comprised 25%, 38%, and 1% of array markers, respectively. These markers were suitable for genetic studies as demonstrated in the full-sib family ‘Holiday’ × ‘Korona’ with the generation of a genetic linkage map consisting of 6,594 PHR SNPs evenly distributed across 28 chromosomes with an average density of approximately one marker per 0.5 cM, thus exceeding our goal of one marker per cM. CONCLUSIONS: The Affymetrix IStraw90 Axiom array is the first high-throughput genotyping platform for cultivated strawberry and is commercially available to the worldwide scientific community. The array’s high success rate is likely driven by the presence of naturally occurring variation in ploidy level within the nominally octoploid genome, and by effectiveness of the employed array design and ploidy-reducing strategies. This array enables genetic analyses including generation of high-density linkage maps, identification of quantitative trait loci for economically important traits, and genome-wide association studies, thus providing a basis for marker-assisted breeding in this high value crop. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12864-015-1310-1) contains supplementary material, which is available to authorized users. BioMed Central 2015-03-07 /pmc/articles/PMC4374422/ /pubmed/25886969 http://dx.doi.org/10.1186/s12864-015-1310-1 Text en © Bassil et al.; licensee BioMed Central. 2015 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. 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 Bassil, Nahla V Davis, Thomas M Zhang, Hailong Ficklin, Stephen Mittmann, Mike Webster, Teresa Mahoney, Lise Wood, David Alperin, Elisabeth S Rosyara, Umesh R Koehorst-vanc Putten, Herma Monfort, Amparo Sargent, Daniel J Amaya, Iraida Denoyes, Beatrice Bianco, Luca van Dijk, Thijs Pirani, Ali Iezzoni, Amy Main, Dorrie Peace, Cameron Yang, Yilong Whitaker, Vance Verma, Sujeet Bellon, Laurent Brew, Fiona Herrera, Raul van de Weg, Eric Development and preliminary evaluation of a 90 K Axiom® SNP array for the allo-octoploid cultivated strawberry Fragaria × ananassa |
title | Development and preliminary evaluation of a 90 K Axiom® SNP array for the allo-octoploid cultivated strawberry Fragaria × ananassa |
title_full | Development and preliminary evaluation of a 90 K Axiom® SNP array for the allo-octoploid cultivated strawberry Fragaria × ananassa |
title_fullStr | Development and preliminary evaluation of a 90 K Axiom® SNP array for the allo-octoploid cultivated strawberry Fragaria × ananassa |
title_full_unstemmed | Development and preliminary evaluation of a 90 K Axiom® SNP array for the allo-octoploid cultivated strawberry Fragaria × ananassa |
title_short | Development and preliminary evaluation of a 90 K Axiom® SNP array for the allo-octoploid cultivated strawberry Fragaria × ananassa |
title_sort | development and preliminary evaluation of a 90 k axiom® snp array for the allo-octoploid cultivated strawberry fragaria × ananassa |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4374422/ https://www.ncbi.nlm.nih.gov/pubmed/25886969 http://dx.doi.org/10.1186/s12864-015-1310-1 |
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