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Determination of Genetic Effects of LIPK and LIPJ Genes on Milk Fatty Acids in Dairy Cattle
In our previous genome-wide association study (GWAS) on milk fatty acids (FAs) in Chinese Holstein, we discovered 83 genome-wide significant single nucleotide polymorphisms (SNPs) associated with milk FAs. Two of them were close to lipase family member K (LIPK) and lipase family member J (LIPJ), res...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6409763/ https://www.ncbi.nlm.nih.gov/pubmed/30696079 http://dx.doi.org/10.3390/genes10020086 |
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author | Shi, Lijun Han, Bo Liu, Lin Lv, Xiaoqing Ma, Zhu Li, Cong Xu, Lingna Li, Yanhua Zhao, Feng Yang, Yuze Sun, Dongxiao |
author_facet | Shi, Lijun Han, Bo Liu, Lin Lv, Xiaoqing Ma, Zhu Li, Cong Xu, Lingna Li, Yanhua Zhao, Feng Yang, Yuze Sun, Dongxiao |
author_sort | Shi, Lijun |
collection | PubMed |
description | In our previous genome-wide association study (GWAS) on milk fatty acids (FAs) in Chinese Holstein, we discovered 83 genome-wide significant single nucleotide polymorphisms (SNPs) associated with milk FAs. Two of them were close to lipase family member K (LIPK) and lipase family member J (LIPJ), respectively. Hence, this study is a follow-up to verify whether the LIPK and LIPJ have significant genetic effects on milk FAs in dairy cattle. By re-sequencing the entire exons, and 3 kb of 5′ and 3′ flanking regions, two and seven SNPs were identified in LIPK and LIPJ, respectively, including a novel SNP, ss158213049726. With the Haploview 4.1 software, we found that five of the SNPs in LIPJ formed a haplotype block (D′ = 0.96 ~ 1.00). Single-locus association analyses revealed that each SNP in LIPK and LIPJ was significantly associated with at least one milk FA (p = < 1.00 × 10(−4) ~ 4.88 × 10(−2)), and the haplotype-based association analyses showed significant genetic effects on nine milk FAs (p = < 1.00 × 10(−4) ~ 3.98 × 10(−2)). Out of these SNPs, the missense mutation in LIPK gene, rs42774527, could change the protein secondary structure and function predicted by SOPMA, SIFT, and PROVEAN softwares. With the Genomatix software, we predicted that two SNPs, rs110322221 in LIPK and rs211373799 in LIPJ, altered the transcription factors binding sites (TFBSs), indicating their potential regulation on promoter activity of the genes. Furthermore, we found that both LIPK and LIPJ had relatively high expressions in the mammary gland. In conclusion, our research is the first to demonstrate that LIPK and LIPJ genes have significant associations with milk FAs, and the identified SNPs might be served as genetic markers to optimize breeding programs for milk FAs in dairy cattle. This research deserves in-depth verification. |
format | Online Article Text |
id | pubmed-6409763 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-64097632019-03-26 Determination of Genetic Effects of LIPK and LIPJ Genes on Milk Fatty Acids in Dairy Cattle Shi, Lijun Han, Bo Liu, Lin Lv, Xiaoqing Ma, Zhu Li, Cong Xu, Lingna Li, Yanhua Zhao, Feng Yang, Yuze Sun, Dongxiao Genes (Basel) Article In our previous genome-wide association study (GWAS) on milk fatty acids (FAs) in Chinese Holstein, we discovered 83 genome-wide significant single nucleotide polymorphisms (SNPs) associated with milk FAs. Two of them were close to lipase family member K (LIPK) and lipase family member J (LIPJ), respectively. Hence, this study is a follow-up to verify whether the LIPK and LIPJ have significant genetic effects on milk FAs in dairy cattle. By re-sequencing the entire exons, and 3 kb of 5′ and 3′ flanking regions, two and seven SNPs were identified in LIPK and LIPJ, respectively, including a novel SNP, ss158213049726. With the Haploview 4.1 software, we found that five of the SNPs in LIPJ formed a haplotype block (D′ = 0.96 ~ 1.00). Single-locus association analyses revealed that each SNP in LIPK and LIPJ was significantly associated with at least one milk FA (p = < 1.00 × 10(−4) ~ 4.88 × 10(−2)), and the haplotype-based association analyses showed significant genetic effects on nine milk FAs (p = < 1.00 × 10(−4) ~ 3.98 × 10(−2)). Out of these SNPs, the missense mutation in LIPK gene, rs42774527, could change the protein secondary structure and function predicted by SOPMA, SIFT, and PROVEAN softwares. With the Genomatix software, we predicted that two SNPs, rs110322221 in LIPK and rs211373799 in LIPJ, altered the transcription factors binding sites (TFBSs), indicating their potential regulation on promoter activity of the genes. Furthermore, we found that both LIPK and LIPJ had relatively high expressions in the mammary gland. In conclusion, our research is the first to demonstrate that LIPK and LIPJ genes have significant associations with milk FAs, and the identified SNPs might be served as genetic markers to optimize breeding programs for milk FAs in dairy cattle. This research deserves in-depth verification. MDPI 2019-01-28 /pmc/articles/PMC6409763/ /pubmed/30696079 http://dx.doi.org/10.3390/genes10020086 Text en © 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Shi, Lijun Han, Bo Liu, Lin Lv, Xiaoqing Ma, Zhu Li, Cong Xu, Lingna Li, Yanhua Zhao, Feng Yang, Yuze Sun, Dongxiao Determination of Genetic Effects of LIPK and LIPJ Genes on Milk Fatty Acids in Dairy Cattle |
title | Determination of Genetic Effects of LIPK and LIPJ Genes on Milk Fatty Acids in Dairy Cattle |
title_full | Determination of Genetic Effects of LIPK and LIPJ Genes on Milk Fatty Acids in Dairy Cattle |
title_fullStr | Determination of Genetic Effects of LIPK and LIPJ Genes on Milk Fatty Acids in Dairy Cattle |
title_full_unstemmed | Determination of Genetic Effects of LIPK and LIPJ Genes on Milk Fatty Acids in Dairy Cattle |
title_short | Determination of Genetic Effects of LIPK and LIPJ Genes on Milk Fatty Acids in Dairy Cattle |
title_sort | determination of genetic effects of lipk and lipj genes on milk fatty acids in dairy cattle |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6409763/ https://www.ncbi.nlm.nih.gov/pubmed/30696079 http://dx.doi.org/10.3390/genes10020086 |
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