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Functional and population genetic features of copy number variations in two dairy cattle populations

BACKGROUND: Copy Number Variations (CNVs) are gain or loss of DNA segments that are known to play a role in shaping a wide range of phenotypes. In this study, we used two dairy cattle populations, Holstein Friesian and Jersey, to discover CNVs using the Illumina BovineHD Genotyping BeadChip aligned...

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Autores principales: Lee, Young-Lim, Bosse, Mirte, Mullaart, Erik, Groenen, Martien A. M., Veerkamp, Roel F., Bouwman, Aniek C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6988284/
https://www.ncbi.nlm.nih.gov/pubmed/31992181
http://dx.doi.org/10.1186/s12864-020-6496-1
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author Lee, Young-Lim
Bosse, Mirte
Mullaart, Erik
Groenen, Martien A. M.
Veerkamp, Roel F.
Bouwman, Aniek C.
author_facet Lee, Young-Lim
Bosse, Mirte
Mullaart, Erik
Groenen, Martien A. M.
Veerkamp, Roel F.
Bouwman, Aniek C.
author_sort Lee, Young-Lim
collection PubMed
description BACKGROUND: Copy Number Variations (CNVs) are gain or loss of DNA segments that are known to play a role in shaping a wide range of phenotypes. In this study, we used two dairy cattle populations, Holstein Friesian and Jersey, to discover CNVs using the Illumina BovineHD Genotyping BeadChip aligned to the ARS-UCD1.2 assembly. The discovered CNVs were investigated for their functional impact and their population genetics features. RESULTS: We discovered 14,272 autosomal CNVs, which were aggregated into 1755 CNV regions (CNVR) from 451 animals. These CNVRs together cover 2.8% of the bovine autosomes. The assessment of the functional impact of CNVRs showed that rare CNVRs (MAF < 0.01) are more likely to overlap with genes, than common CNVRs (MAF ≥ 0.05). The Population differentiation index (Fst) based on CNVRs revealed multiple highly diverged CNVRs between the two breeds. Some of these CNVRs overlapped with candidate genes such as MGAM and ADAMTS17 genes, which are related to starch digestion and body size, respectively. Lastly, linkage disequilibrium (LD) between CNVRs and BovineHD BeadChip SNPs was generally low, close to 0, although common deletions (MAF ≥ 0.05) showed slightly higher LD (r(2) = ~ 0.1 at 10 kb distance) than the rest. Nevertheless, this LD is still lower than SNP-SNP LD (r(2) = ~ 0.5 at 10 kb distance). CONCLUSIONS: Our analyses showed that CNVRs detected using BovineHD BeadChip arrays are likely to be functional. This finding indicates that CNVs can potentially disrupt the function of genes and thus might alter phenotypes. Also, the population differentiation index revealed two candidate genes, MGAM and ADAMTS17, which hint at adaptive evolution between the two populations. Lastly, low CNVR-SNP LD implies that genetic variation from CNVs might not be fully captured in routine animal genetic evaluation, which relies solely on SNP markers.
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spelling pubmed-69882842020-01-31 Functional and population genetic features of copy number variations in two dairy cattle populations Lee, Young-Lim Bosse, Mirte Mullaart, Erik Groenen, Martien A. M. Veerkamp, Roel F. Bouwman, Aniek C. BMC Genomics Research Article BACKGROUND: Copy Number Variations (CNVs) are gain or loss of DNA segments that are known to play a role in shaping a wide range of phenotypes. In this study, we used two dairy cattle populations, Holstein Friesian and Jersey, to discover CNVs using the Illumina BovineHD Genotyping BeadChip aligned to the ARS-UCD1.2 assembly. The discovered CNVs were investigated for their functional impact and their population genetics features. RESULTS: We discovered 14,272 autosomal CNVs, which were aggregated into 1755 CNV regions (CNVR) from 451 animals. These CNVRs together cover 2.8% of the bovine autosomes. The assessment of the functional impact of CNVRs showed that rare CNVRs (MAF < 0.01) are more likely to overlap with genes, than common CNVRs (MAF ≥ 0.05). The Population differentiation index (Fst) based on CNVRs revealed multiple highly diverged CNVRs between the two breeds. Some of these CNVRs overlapped with candidate genes such as MGAM and ADAMTS17 genes, which are related to starch digestion and body size, respectively. Lastly, linkage disequilibrium (LD) between CNVRs and BovineHD BeadChip SNPs was generally low, close to 0, although common deletions (MAF ≥ 0.05) showed slightly higher LD (r(2) = ~ 0.1 at 10 kb distance) than the rest. Nevertheless, this LD is still lower than SNP-SNP LD (r(2) = ~ 0.5 at 10 kb distance). CONCLUSIONS: Our analyses showed that CNVRs detected using BovineHD BeadChip arrays are likely to be functional. This finding indicates that CNVs can potentially disrupt the function of genes and thus might alter phenotypes. Also, the population differentiation index revealed two candidate genes, MGAM and ADAMTS17, which hint at adaptive evolution between the two populations. Lastly, low CNVR-SNP LD implies that genetic variation from CNVs might not be fully captured in routine animal genetic evaluation, which relies solely on SNP markers. BioMed Central 2020-01-28 /pmc/articles/PMC6988284/ /pubmed/31992181 http://dx.doi.org/10.1186/s12864-020-6496-1 Text en © The Author(s). 2020 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
Lee, Young-Lim
Bosse, Mirte
Mullaart, Erik
Groenen, Martien A. M.
Veerkamp, Roel F.
Bouwman, Aniek C.
Functional and population genetic features of copy number variations in two dairy cattle populations
title Functional and population genetic features of copy number variations in two dairy cattle populations
title_full Functional and population genetic features of copy number variations in two dairy cattle populations
title_fullStr Functional and population genetic features of copy number variations in two dairy cattle populations
title_full_unstemmed Functional and population genetic features of copy number variations in two dairy cattle populations
title_short Functional and population genetic features of copy number variations in two dairy cattle populations
title_sort functional and population genetic features of copy number variations in two dairy cattle populations
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6988284/
https://www.ncbi.nlm.nih.gov/pubmed/31992181
http://dx.doi.org/10.1186/s12864-020-6496-1
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