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Array CGH-based detection of CNV regions and their potential association with reproduction and other economic traits in Holsteins
BACKGROUND: Copy number variations (CNVs) are structural variants consisting of large-scale insertions and deletions of genomic fragments. Exploring CNVs and estimating their effects on phenotypes are useful for genome selection but remain challenging in the livestock. RESULTS: We identified 1043 CN...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6407259/ https://www.ncbi.nlm.nih.gov/pubmed/30845913 http://dx.doi.org/10.1186/s12864-019-5552-1 |
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author | Liu, Mei Fang, Lingzhao Liu, Shuli Pan, Michael G. Seroussi, Eyal Cole, John B. Ma, Li Chen, Hong Liu, George E. |
author_facet | Liu, Mei Fang, Lingzhao Liu, Shuli Pan, Michael G. Seroussi, Eyal Cole, John B. Ma, Li Chen, Hong Liu, George E. |
author_sort | Liu, Mei |
collection | PubMed |
description | BACKGROUND: Copy number variations (CNVs) are structural variants consisting of large-scale insertions and deletions of genomic fragments. Exploring CNVs and estimating their effects on phenotypes are useful for genome selection but remain challenging in the livestock. RESULTS: We identified 1043 CNV regions (CNVRs) from array comparative genomic hybridization (CGH) data of 47 Holstein bulls. Using a probe-based CNV association approach, we detected 87 CNVRs significantly (Bonferroni-corrected P value < 0.05) associated with at least one out of 41 complex traits. Within them, 39 CNVRs were simultaneously associated with at least 2 complex traits. Notably, 24 CNVRs were markedly related to daughter pregnancy rate (DPR). For example, CNVR661 containing CYP4A11 and CNVR213 containing CTR9, respectively, were associated with DPR and other traits related to reproduction, production, and body conformation. CNVR758 was also significantly related to DPR, with a nearby gene CAPZA3, encoding one of F-actin-capping proteins which play a role in determining sperm architecture and male fertility. We corroborated these CNVRs by examining their overlapped quantitative trait loci and comparing with previously published CNV results. CONCLUSION: To our knowledge, this is one of the first genome-wide association studies based on CNVs called by array CGH in Holstein cattle. Our results contribute substantial information about the potential CNV impacts on reproduction, health, production, and body conformation traits, which lay the foundation for incorporating CNV into the future dairy cattle breeding program. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12864-019-5552-1) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-6407259 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-64072592019-03-21 Array CGH-based detection of CNV regions and their potential association with reproduction and other economic traits in Holsteins Liu, Mei Fang, Lingzhao Liu, Shuli Pan, Michael G. Seroussi, Eyal Cole, John B. Ma, Li Chen, Hong Liu, George E. BMC Genomics Research Article BACKGROUND: Copy number variations (CNVs) are structural variants consisting of large-scale insertions and deletions of genomic fragments. Exploring CNVs and estimating their effects on phenotypes are useful for genome selection but remain challenging in the livestock. RESULTS: We identified 1043 CNV regions (CNVRs) from array comparative genomic hybridization (CGH) data of 47 Holstein bulls. Using a probe-based CNV association approach, we detected 87 CNVRs significantly (Bonferroni-corrected P value < 0.05) associated with at least one out of 41 complex traits. Within them, 39 CNVRs were simultaneously associated with at least 2 complex traits. Notably, 24 CNVRs were markedly related to daughter pregnancy rate (DPR). For example, CNVR661 containing CYP4A11 and CNVR213 containing CTR9, respectively, were associated with DPR and other traits related to reproduction, production, and body conformation. CNVR758 was also significantly related to DPR, with a nearby gene CAPZA3, encoding one of F-actin-capping proteins which play a role in determining sperm architecture and male fertility. We corroborated these CNVRs by examining their overlapped quantitative trait loci and comparing with previously published CNV results. CONCLUSION: To our knowledge, this is one of the first genome-wide association studies based on CNVs called by array CGH in Holstein cattle. Our results contribute substantial information about the potential CNV impacts on reproduction, health, production, and body conformation traits, which lay the foundation for incorporating CNV into the future dairy cattle breeding program. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12864-019-5552-1) contains supplementary material, which is available to authorized users. BioMed Central 2019-03-07 /pmc/articles/PMC6407259/ /pubmed/30845913 http://dx.doi.org/10.1186/s12864-019-5552-1 Text en © The Author(s). 2019 Open Access This 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 Liu, Mei Fang, Lingzhao Liu, Shuli Pan, Michael G. Seroussi, Eyal Cole, John B. Ma, Li Chen, Hong Liu, George E. Array CGH-based detection of CNV regions and their potential association with reproduction and other economic traits in Holsteins |
title | Array CGH-based detection of CNV regions and their potential association with reproduction and other economic traits in Holsteins |
title_full | Array CGH-based detection of CNV regions and their potential association with reproduction and other economic traits in Holsteins |
title_fullStr | Array CGH-based detection of CNV regions and their potential association with reproduction and other economic traits in Holsteins |
title_full_unstemmed | Array CGH-based detection of CNV regions and their potential association with reproduction and other economic traits in Holsteins |
title_short | Array CGH-based detection of CNV regions and their potential association with reproduction and other economic traits in Holsteins |
title_sort | array cgh-based detection of cnv regions and their potential association with reproduction and other economic traits in holsteins |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6407259/ https://www.ncbi.nlm.nih.gov/pubmed/30845913 http://dx.doi.org/10.1186/s12864-019-5552-1 |
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