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Comprehensive description of genomewide nucleotide and structural variation in short‐season soya bean
Next‐generation sequencing (NGS) and bioinformatics tools have greatly facilitated the characterization of nucleotide variation; nonetheless, an exhaustive description of both SNP haplotype diversity and of structural variation remains elusive in most species. In this study, we sequenced a represent...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5814582/ https://www.ncbi.nlm.nih.gov/pubmed/28869792 http://dx.doi.org/10.1111/pbi.12825 |
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author | Torkamaneh, Davoud Laroche, Jérôme Tardivel, Aurélie O'Donoughue, Louise Cober, Elroy Rajcan, Istvan Belzile, François |
author_facet | Torkamaneh, Davoud Laroche, Jérôme Tardivel, Aurélie O'Donoughue, Louise Cober, Elroy Rajcan, Istvan Belzile, François |
author_sort | Torkamaneh, Davoud |
collection | PubMed |
description | Next‐generation sequencing (NGS) and bioinformatics tools have greatly facilitated the characterization of nucleotide variation; nonetheless, an exhaustive description of both SNP haplotype diversity and of structural variation remains elusive in most species. In this study, we sequenced a representative set of 102 short‐season soya beans and achieved an extensive coverage of both nucleotide diversity and structural variation (SV). We called close to 5M sequence variants (SNPs, MNPs and indels) and noticed that the number of unique haplotypes had plateaued within this set of germplasm (1.7M tag SNPs). This data set proved highly accurate (98.6%) based on a comparison of called genotypes at loci shared with a SNP array. We used this catalogue of SNPs as a reference panel to impute missing genotypes at untyped loci in data sets derived from lower density genotyping tools (150 K GBS‐derived SNPs/530 samples). After imputation, 96.4% of the missing genotypes imputed in this fashion proved to be accurate. Using a combination of three bioinformatics pipelines, we uncovered ~92 K SVs (deletions, insertions, inversions, duplications, CNVs and translocations) and estimated that over 90% of these were accurate. Finally, we noticed that the duplication of certain genomic regions explained much of the residual heterozygosity at SNP loci in otherwise highly inbred soya bean accessions. This is the first time that a comprehensive description of both SNP haplotype diversity and SV has been achieved within a regionally relevant subset of a major crop. |
format | Online Article Text |
id | pubmed-5814582 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-58145822018-02-21 Comprehensive description of genomewide nucleotide and structural variation in short‐season soya bean Torkamaneh, Davoud Laroche, Jérôme Tardivel, Aurélie O'Donoughue, Louise Cober, Elroy Rajcan, Istvan Belzile, François Plant Biotechnol J Research Articles Next‐generation sequencing (NGS) and bioinformatics tools have greatly facilitated the characterization of nucleotide variation; nonetheless, an exhaustive description of both SNP haplotype diversity and of structural variation remains elusive in most species. In this study, we sequenced a representative set of 102 short‐season soya beans and achieved an extensive coverage of both nucleotide diversity and structural variation (SV). We called close to 5M sequence variants (SNPs, MNPs and indels) and noticed that the number of unique haplotypes had plateaued within this set of germplasm (1.7M tag SNPs). This data set proved highly accurate (98.6%) based on a comparison of called genotypes at loci shared with a SNP array. We used this catalogue of SNPs as a reference panel to impute missing genotypes at untyped loci in data sets derived from lower density genotyping tools (150 K GBS‐derived SNPs/530 samples). After imputation, 96.4% of the missing genotypes imputed in this fashion proved to be accurate. Using a combination of three bioinformatics pipelines, we uncovered ~92 K SVs (deletions, insertions, inversions, duplications, CNVs and translocations) and estimated that over 90% of these were accurate. Finally, we noticed that the duplication of certain genomic regions explained much of the residual heterozygosity at SNP loci in otherwise highly inbred soya bean accessions. This is the first time that a comprehensive description of both SNP haplotype diversity and SV has been achieved within a regionally relevant subset of a major crop. John Wiley and Sons Inc. 2017-11-03 2018-03 /pmc/articles/PMC5814582/ /pubmed/28869792 http://dx.doi.org/10.1111/pbi.12825 Text en © 2017 The Authors. Plant Biotechnology Journal published by Society for Experimental Biology and The Association of Applied Biologists and John Wiley & Sons Ltd. This is an open access article under the terms of the Creative Commons Attribution (http://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Articles Torkamaneh, Davoud Laroche, Jérôme Tardivel, Aurélie O'Donoughue, Louise Cober, Elroy Rajcan, Istvan Belzile, François Comprehensive description of genomewide nucleotide and structural variation in short‐season soya bean |
title | Comprehensive description of genomewide nucleotide and structural variation in short‐season soya bean |
title_full | Comprehensive description of genomewide nucleotide and structural variation in short‐season soya bean |
title_fullStr | Comprehensive description of genomewide nucleotide and structural variation in short‐season soya bean |
title_full_unstemmed | Comprehensive description of genomewide nucleotide and structural variation in short‐season soya bean |
title_short | Comprehensive description of genomewide nucleotide and structural variation in short‐season soya bean |
title_sort | comprehensive description of genomewide nucleotide and structural variation in short‐season soya bean |
topic | Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5814582/ https://www.ncbi.nlm.nih.gov/pubmed/28869792 http://dx.doi.org/10.1111/pbi.12825 |
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