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Genome wide association study identifies novel potential candidate genes for bovine milk cholesterol content
This study aimed to identify single nucleotide polymorphisms (SNPs) associated with milk cholesterol (CHL) content via a genome wide association study (GWAS). Milk CHL content was determined by gas chromatography and expressed as mg of CHL in 100 g of fat (CHL_fat) or in 100 mg of milk (CHL_milk). G...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6125589/ https://www.ncbi.nlm.nih.gov/pubmed/30185830 http://dx.doi.org/10.1038/s41598-018-31427-0 |
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author | Do, Duy N. Schenkel, Flavio S. Miglior, Filippo Zhao, Xin Ibeagha-Awemu, Eveline M. |
author_facet | Do, Duy N. Schenkel, Flavio S. Miglior, Filippo Zhao, Xin Ibeagha-Awemu, Eveline M. |
author_sort | Do, Duy N. |
collection | PubMed |
description | This study aimed to identify single nucleotide polymorphisms (SNPs) associated with milk cholesterol (CHL) content via a genome wide association study (GWAS). Milk CHL content was determined by gas chromatography and expressed as mg of CHL in 100 g of fat (CHL_fat) or in 100 mg of milk (CHL_milk). GWAS was performed with 1,183 cows and 40,196 SNPs using a univariate linear mixed model. Two and 20 SNPs were significantly associated with CHL_fat and CHL_milk, respectively. The important regions for CHL_fat and CHL_milk were at 41.9 Mb on chromosome (BTA) 17 and 1.6–3.2 Mb on BTA 14, respectively. DGAT1, PTPN1, INSIG1, HEXIM1, SDS, and HTR5A genes, also known to be associated with human plasma CHL phenotypes, were identified as potential candidate genes for bovine milk CHL. Additional new potential candidate genes for milk CHL were RXFP1, FAM198B, TMEM144, CXXC4, MAML2 and CDH13. Enrichment analyses suggested that identified candidate genes participated in cell-cell signaling processes and are key members in tight junction, focal adhesion, Notch signaling and glycerolipid metabolism pathways. Furthermore, identified transcription factors such as PPARD, LXR, and NOTCH1 might be important in the regulation of bovine milk CHL content. The expression of several positional candidate genes (such as DGAT1, INSIG1 and FAM198B) and their correlation with milk CHL content were further confirmed with RNA sequence data from mammary gland tissues. This is the first GWAS on bovine milk CHL. The identified markers and candidate genes need further validation in a larger cohort for use in the selection of cows with desired milk CHL content. |
format | Online Article Text |
id | pubmed-6125589 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-61255892018-09-10 Genome wide association study identifies novel potential candidate genes for bovine milk cholesterol content Do, Duy N. Schenkel, Flavio S. Miglior, Filippo Zhao, Xin Ibeagha-Awemu, Eveline M. Sci Rep Article This study aimed to identify single nucleotide polymorphisms (SNPs) associated with milk cholesterol (CHL) content via a genome wide association study (GWAS). Milk CHL content was determined by gas chromatography and expressed as mg of CHL in 100 g of fat (CHL_fat) or in 100 mg of milk (CHL_milk). GWAS was performed with 1,183 cows and 40,196 SNPs using a univariate linear mixed model. Two and 20 SNPs were significantly associated with CHL_fat and CHL_milk, respectively. The important regions for CHL_fat and CHL_milk were at 41.9 Mb on chromosome (BTA) 17 and 1.6–3.2 Mb on BTA 14, respectively. DGAT1, PTPN1, INSIG1, HEXIM1, SDS, and HTR5A genes, also known to be associated with human plasma CHL phenotypes, were identified as potential candidate genes for bovine milk CHL. Additional new potential candidate genes for milk CHL were RXFP1, FAM198B, TMEM144, CXXC4, MAML2 and CDH13. Enrichment analyses suggested that identified candidate genes participated in cell-cell signaling processes and are key members in tight junction, focal adhesion, Notch signaling and glycerolipid metabolism pathways. Furthermore, identified transcription factors such as PPARD, LXR, and NOTCH1 might be important in the regulation of bovine milk CHL content. The expression of several positional candidate genes (such as DGAT1, INSIG1 and FAM198B) and their correlation with milk CHL content were further confirmed with RNA sequence data from mammary gland tissues. This is the first GWAS on bovine milk CHL. The identified markers and candidate genes need further validation in a larger cohort for use in the selection of cows with desired milk CHL content. Nature Publishing Group UK 2018-09-05 /pmc/articles/PMC6125589/ /pubmed/30185830 http://dx.doi.org/10.1038/s41598-018-31427-0 Text en © The Author(s) 2018 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as 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 images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Do, Duy N. Schenkel, Flavio S. Miglior, Filippo Zhao, Xin Ibeagha-Awemu, Eveline M. Genome wide association study identifies novel potential candidate genes for bovine milk cholesterol content |
title | Genome wide association study identifies novel potential candidate genes for bovine milk cholesterol content |
title_full | Genome wide association study identifies novel potential candidate genes for bovine milk cholesterol content |
title_fullStr | Genome wide association study identifies novel potential candidate genes for bovine milk cholesterol content |
title_full_unstemmed | Genome wide association study identifies novel potential candidate genes for bovine milk cholesterol content |
title_short | Genome wide association study identifies novel potential candidate genes for bovine milk cholesterol content |
title_sort | genome wide association study identifies novel potential candidate genes for bovine milk cholesterol content |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6125589/ https://www.ncbi.nlm.nih.gov/pubmed/30185830 http://dx.doi.org/10.1038/s41598-018-31427-0 |
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