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The distribution and impact of common copy-number variation in the genome of the domesticated apple, Malus x domestica Borkh
BACKGROUND: Copy number variation (CNV) is a common feature of eukaryotic genomes, and a growing body of evidence suggests that genes affected by CNV are enriched in processes that are associated with environmental responses. Here we use next generation sequence (NGS) data to detect copy-number vari...
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/PMC4618995/ https://www.ncbi.nlm.nih.gov/pubmed/26493398 http://dx.doi.org/10.1186/s12864-015-2096-x |
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author | Boocock, James Chagné, David Merriman, Tony R. Black, Michael A. |
author_facet | Boocock, James Chagné, David Merriman, Tony R. Black, Michael A. |
author_sort | Boocock, James |
collection | PubMed |
description | BACKGROUND: Copy number variation (CNV) is a common feature of eukaryotic genomes, and a growing body of evidence suggests that genes affected by CNV are enriched in processes that are associated with environmental responses. Here we use next generation sequence (NGS) data to detect copy-number variable regions (CNVRs) within the Malus x domestica genome, as well as to examine their distribution and impact. METHODS: CNVRs were detected using NGS data derived from 30 accessions of M. x domestica analyzed using the read-depth method, as implemented in the CNVrd2 software. To improve the reliability of our results, we developed a quality control and analysis procedure that involved checking for organelle DNA, not repeat masking, and the determination of CNVR identity using a permutation testing procedure. RESULTS: Overall, we identified 876 CNVRs, which spanned 3.5 % of the apple genome. To verify that detected CNVRs were not artifacts, we analyzed the B- allele-frequencies (BAF) within a single nucleotide polymorphism (SNP) array dataset derived from a screening of 185 individual apple accessions and found the CNVRs were enriched for SNPs having aberrant BAFs (P < 1e-13, Fisher’s Exact test). Putative CNVRs overlapped 845 gene models and were enriched for resistance (R) gene models (P < 1e-22, Fisher’s exact test). Of note was a cluster of resistance gene models on chromosome 2 near a region containing multiple major gene loci conferring resistance to apple scab. CONCLUSION: We present the first analysis and catalogue of CNVRs in the M. x domestica genome. The enrichment of the CNVRs with R gene models and their overlap with gene loci of agricultural significance draw attention to a form of unexplored genetic variation in apple. This research will underpin further investigation of the role that CNV plays within the apple genome. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12864-015-2096-x) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-4618995 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-46189952015-10-25 The distribution and impact of common copy-number variation in the genome of the domesticated apple, Malus x domestica Borkh Boocock, James Chagné, David Merriman, Tony R. Black, Michael A. BMC Genomics Research Article BACKGROUND: Copy number variation (CNV) is a common feature of eukaryotic genomes, and a growing body of evidence suggests that genes affected by CNV are enriched in processes that are associated with environmental responses. Here we use next generation sequence (NGS) data to detect copy-number variable regions (CNVRs) within the Malus x domestica genome, as well as to examine their distribution and impact. METHODS: CNVRs were detected using NGS data derived from 30 accessions of M. x domestica analyzed using the read-depth method, as implemented in the CNVrd2 software. To improve the reliability of our results, we developed a quality control and analysis procedure that involved checking for organelle DNA, not repeat masking, and the determination of CNVR identity using a permutation testing procedure. RESULTS: Overall, we identified 876 CNVRs, which spanned 3.5 % of the apple genome. To verify that detected CNVRs were not artifacts, we analyzed the B- allele-frequencies (BAF) within a single nucleotide polymorphism (SNP) array dataset derived from a screening of 185 individual apple accessions and found the CNVRs were enriched for SNPs having aberrant BAFs (P < 1e-13, Fisher’s Exact test). Putative CNVRs overlapped 845 gene models and were enriched for resistance (R) gene models (P < 1e-22, Fisher’s exact test). Of note was a cluster of resistance gene models on chromosome 2 near a region containing multiple major gene loci conferring resistance to apple scab. CONCLUSION: We present the first analysis and catalogue of CNVRs in the M. x domestica genome. The enrichment of the CNVRs with R gene models and their overlap with gene loci of agricultural significance draw attention to a form of unexplored genetic variation in apple. This research will underpin further investigation of the role that CNV plays within the apple genome. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12864-015-2096-x) contains supplementary material, which is available to authorized users. BioMed Central 2015-10-23 /pmc/articles/PMC4618995/ /pubmed/26493398 http://dx.doi.org/10.1186/s12864-015-2096-x Text en © Boocock et al. 2015 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 Boocock, James Chagné, David Merriman, Tony R. Black, Michael A. The distribution and impact of common copy-number variation in the genome of the domesticated apple, Malus x domestica Borkh |
title | The distribution and impact of common copy-number variation in the genome of the domesticated apple, Malus x domestica Borkh |
title_full | The distribution and impact of common copy-number variation in the genome of the domesticated apple, Malus x domestica Borkh |
title_fullStr | The distribution and impact of common copy-number variation in the genome of the domesticated apple, Malus x domestica Borkh |
title_full_unstemmed | The distribution and impact of common copy-number variation in the genome of the domesticated apple, Malus x domestica Borkh |
title_short | The distribution and impact of common copy-number variation in the genome of the domesticated apple, Malus x domestica Borkh |
title_sort | distribution and impact of common copy-number variation in the genome of the domesticated apple, malus x domestica borkh |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4618995/ https://www.ncbi.nlm.nih.gov/pubmed/26493398 http://dx.doi.org/10.1186/s12864-015-2096-x |
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