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Genome-wide identification of copy number variation using high-density single-nucleotide polymorphism array in Japanese Black cattle

BACKGROUND: Copy number variation (CNV) is an important source of genetic variability associated with phenotypic variation and disease susceptibility. Comprehensive genome-wide CNV maps provide valuable information for genetic and functional studies. To identify CNV in Japanese Black cattle, we perf...

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Autores principales: Sasaki, Shinji, Watanabe, Toshio, Nishimura, Shota, Sugimoto, Yoshikazu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4727303/
https://www.ncbi.nlm.nih.gov/pubmed/26809925
http://dx.doi.org/10.1186/s12863-016-0335-z
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author Sasaki, Shinji
Watanabe, Toshio
Nishimura, Shota
Sugimoto, Yoshikazu
author_facet Sasaki, Shinji
Watanabe, Toshio
Nishimura, Shota
Sugimoto, Yoshikazu
author_sort Sasaki, Shinji
collection PubMed
description BACKGROUND: Copy number variation (CNV) is an important source of genetic variability associated with phenotypic variation and disease susceptibility. Comprehensive genome-wide CNV maps provide valuable information for genetic and functional studies. To identify CNV in Japanese Black cattle, we performed a genome-wide autosomal screen using genomic data from 1,481 animals analyzed with the Illumina Bovine High-Density (HD) BeadChip Array (735,293 single-nucleotide polymorphisms (SNPs) with an average marker interval of 3.4 kb on the autosomes). RESULTS: We identified a total of 861 CNV regions (CNVRs) across all autosomes, which covered 43.65 Mb of the UMD3.1 genome assembly and corresponded to 1.74 % of the 29 bovine autosomes. Overall, 35 % of the CNVRs were present at a frequency of > 1 % in 1,481 animals. The estimated lengths of CNVRs ranged from 1.1 kb to 1.4 Mb, with an average of 50.7 kb. The average number of CNVR events per animal was 35. Comparisons with previously reported cattle CNV showed that 72 % of the CNVR calls detected in this study were within or overlapped with known CNVRs. Experimentally, three CNVRs were validated using quantitative PCR, and one CNVR was validated using PCR with flanking primers for the deleted region. Out of the 861 CNVRs, 390 contained 717 Ensembl-annotated genes significantly enriched for stimulus response, cellular defense response, and immune response in the Gene Ontology (GO) database. To associate genes contained in CNVRs with phenotypes, we converted 560 bovine Ensembl gene IDs to their 438 orthologous associated mouse gene IDs, and 195 of these mouse orthologous genes were categorized into 1,627 phenotypes in the Mouse Genome Informatics (MGI) database. CONCLUSIONS: We identified 861 CNVRs in 1,481 Japanese Black cattle using the Illumina BovineHD BeadChip Array. The genes contained in CNVRs were characterized using GO analysis and the mouse orthologous genes were characterized using the MGI database. The comprehensive genome-wide CNVRs map will facilitate identification of genetic variation and disease-susceptibility alleles in Japanese Black cattle. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12863-016-0335-z) contains supplementary material, which is available to authorized users.
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spelling pubmed-47273032016-01-27 Genome-wide identification of copy number variation using high-density single-nucleotide polymorphism array in Japanese Black cattle Sasaki, Shinji Watanabe, Toshio Nishimura, Shota Sugimoto, Yoshikazu BMC Genet Research Article BACKGROUND: Copy number variation (CNV) is an important source of genetic variability associated with phenotypic variation and disease susceptibility. Comprehensive genome-wide CNV maps provide valuable information for genetic and functional studies. To identify CNV in Japanese Black cattle, we performed a genome-wide autosomal screen using genomic data from 1,481 animals analyzed with the Illumina Bovine High-Density (HD) BeadChip Array (735,293 single-nucleotide polymorphisms (SNPs) with an average marker interval of 3.4 kb on the autosomes). RESULTS: We identified a total of 861 CNV regions (CNVRs) across all autosomes, which covered 43.65 Mb of the UMD3.1 genome assembly and corresponded to 1.74 % of the 29 bovine autosomes. Overall, 35 % of the CNVRs were present at a frequency of > 1 % in 1,481 animals. The estimated lengths of CNVRs ranged from 1.1 kb to 1.4 Mb, with an average of 50.7 kb. The average number of CNVR events per animal was 35. Comparisons with previously reported cattle CNV showed that 72 % of the CNVR calls detected in this study were within or overlapped with known CNVRs. Experimentally, three CNVRs were validated using quantitative PCR, and one CNVR was validated using PCR with flanking primers for the deleted region. Out of the 861 CNVRs, 390 contained 717 Ensembl-annotated genes significantly enriched for stimulus response, cellular defense response, and immune response in the Gene Ontology (GO) database. To associate genes contained in CNVRs with phenotypes, we converted 560 bovine Ensembl gene IDs to their 438 orthologous associated mouse gene IDs, and 195 of these mouse orthologous genes were categorized into 1,627 phenotypes in the Mouse Genome Informatics (MGI) database. CONCLUSIONS: We identified 861 CNVRs in 1,481 Japanese Black cattle using the Illumina BovineHD BeadChip Array. The genes contained in CNVRs were characterized using GO analysis and the mouse orthologous genes were characterized using the MGI database. The comprehensive genome-wide CNVRs map will facilitate identification of genetic variation and disease-susceptibility alleles in Japanese Black cattle. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12863-016-0335-z) contains supplementary material, which is available to authorized users. BioMed Central 2016-01-25 /pmc/articles/PMC4727303/ /pubmed/26809925 http://dx.doi.org/10.1186/s12863-016-0335-z Text en © Sasaki et al. 2016 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
Sasaki, Shinji
Watanabe, Toshio
Nishimura, Shota
Sugimoto, Yoshikazu
Genome-wide identification of copy number variation using high-density single-nucleotide polymorphism array in Japanese Black cattle
title Genome-wide identification of copy number variation using high-density single-nucleotide polymorphism array in Japanese Black cattle
title_full Genome-wide identification of copy number variation using high-density single-nucleotide polymorphism array in Japanese Black cattle
title_fullStr Genome-wide identification of copy number variation using high-density single-nucleotide polymorphism array in Japanese Black cattle
title_full_unstemmed Genome-wide identification of copy number variation using high-density single-nucleotide polymorphism array in Japanese Black cattle
title_short Genome-wide identification of copy number variation using high-density single-nucleotide polymorphism array in Japanese Black cattle
title_sort genome-wide identification of copy number variation using high-density single-nucleotide polymorphism array in japanese black cattle
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4727303/
https://www.ncbi.nlm.nih.gov/pubmed/26809925
http://dx.doi.org/10.1186/s12863-016-0335-z
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