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Genome-Wide Association Study of Lactation Traits in Chinese Holstein Cows in Southern China
SIMPLE SUMMARY: Lactation traits are economically important traits in dairy production, with milk yield, milk fat percentage, and milk protein percentage being the main indicators of cow performance and milk quality. The interaction between environment and genetics has a great influence on the perfo...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10417049/ https://www.ncbi.nlm.nih.gov/pubmed/37570353 http://dx.doi.org/10.3390/ani13152545 |
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author | Su, Minqiang Lin, Xiaojue Xiao, Zupeng She, Yuanhang Deng, Ming Liu, Guangbin Sun, Baoli Guo, Yongqing Liu, Dewu Li, Yaokun |
author_facet | Su, Minqiang Lin, Xiaojue Xiao, Zupeng She, Yuanhang Deng, Ming Liu, Guangbin Sun, Baoli Guo, Yongqing Liu, Dewu Li, Yaokun |
author_sort | Su, Minqiang |
collection | PubMed |
description | SIMPLE SUMMARY: Lactation traits are economically important traits in dairy production, with milk yield, milk fat percentage, and milk protein percentage being the main indicators of cow performance and milk quality. The interaction between environment and genetics has a great influence on the performance of dairy cows. Cows are susceptible to heat stress under conditions of high temperature and humidity, which in turn affects lactation traits. Therefore, the aim of this study was to identify single-nucleotide polymorphism loci and candidate genes related to lactation traits in Holstein dairy cows under conditions of high temperature and high humidity in southern China. Our study identified 23 single-nucleotide polymorphic sites significantly associated with lactation traits, and 10 key candidate genes associated with lactation traits. The results of this study may provide a theoretical basis for the molecular marker breeding of Chinese Holstein cows in high-temperature and high-humidity environments in southern China. ABSTRACT: Lactation traits are economically important for dairy cows. Southern China has a high-temperature and high-humidity climate, and environmental and genetic interactions greatly impact dairy cattle performance. The aim of this study was to identify novel single-nucleotide polymorphism sites and novel candidate genes associated with lactation traits in Chinese Holstein cows under high-temperature and humidity conditions in southern China. A genome-wide association study was performed for the lactation traits of 392 Chinese Holstein cows, using GGP Bovine 100 K SNP gene chips. Some 23 single nucleotide polymorphic loci significantly associated with lactation traits were screened. Among them, 16 were associated with milk fat rate, 7 with milk protein rate, and 3 with heat stress. A quantitative trait locus that significantly affects milk fat percentage in Chinese Holstein cows was identified within a window of approximately 0.5 Mb in the region of 0.4–0.9 Mb on Bos taurus autosome 14. According to Gene Ontology and Kyoto Encyclopedia of Genes and Genomes analyses, ten genes (DGAT1, IDH2, CYP11B1, GFUS, CYC1, GPT, PYCR3, OPLAH, ALDH1A3, and NAPRT) associated with lactation fat percentage, milk yield, antioxidant activity, stress resistance, and inflammation and immune response were identified as key candidates for lactation traits. The results of this study will help in the development of an effective selection and breeding program for Chinese Holstein cows in high-temperature and humidity regions. |
format | Online Article Text |
id | pubmed-10417049 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-104170492023-08-12 Genome-Wide Association Study of Lactation Traits in Chinese Holstein Cows in Southern China Su, Minqiang Lin, Xiaojue Xiao, Zupeng She, Yuanhang Deng, Ming Liu, Guangbin Sun, Baoli Guo, Yongqing Liu, Dewu Li, Yaokun Animals (Basel) Article SIMPLE SUMMARY: Lactation traits are economically important traits in dairy production, with milk yield, milk fat percentage, and milk protein percentage being the main indicators of cow performance and milk quality. The interaction between environment and genetics has a great influence on the performance of dairy cows. Cows are susceptible to heat stress under conditions of high temperature and humidity, which in turn affects lactation traits. Therefore, the aim of this study was to identify single-nucleotide polymorphism loci and candidate genes related to lactation traits in Holstein dairy cows under conditions of high temperature and high humidity in southern China. Our study identified 23 single-nucleotide polymorphic sites significantly associated with lactation traits, and 10 key candidate genes associated with lactation traits. The results of this study may provide a theoretical basis for the molecular marker breeding of Chinese Holstein cows in high-temperature and high-humidity environments in southern China. ABSTRACT: Lactation traits are economically important for dairy cows. Southern China has a high-temperature and high-humidity climate, and environmental and genetic interactions greatly impact dairy cattle performance. The aim of this study was to identify novel single-nucleotide polymorphism sites and novel candidate genes associated with lactation traits in Chinese Holstein cows under high-temperature and humidity conditions in southern China. A genome-wide association study was performed for the lactation traits of 392 Chinese Holstein cows, using GGP Bovine 100 K SNP gene chips. Some 23 single nucleotide polymorphic loci significantly associated with lactation traits were screened. Among them, 16 were associated with milk fat rate, 7 with milk protein rate, and 3 with heat stress. A quantitative trait locus that significantly affects milk fat percentage in Chinese Holstein cows was identified within a window of approximately 0.5 Mb in the region of 0.4–0.9 Mb on Bos taurus autosome 14. According to Gene Ontology and Kyoto Encyclopedia of Genes and Genomes analyses, ten genes (DGAT1, IDH2, CYP11B1, GFUS, CYC1, GPT, PYCR3, OPLAH, ALDH1A3, and NAPRT) associated with lactation fat percentage, milk yield, antioxidant activity, stress resistance, and inflammation and immune response were identified as key candidates for lactation traits. The results of this study will help in the development of an effective selection and breeding program for Chinese Holstein cows in high-temperature and humidity regions. MDPI 2023-08-07 /pmc/articles/PMC10417049/ /pubmed/37570353 http://dx.doi.org/10.3390/ani13152545 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Su, Minqiang Lin, Xiaojue Xiao, Zupeng She, Yuanhang Deng, Ming Liu, Guangbin Sun, Baoli Guo, Yongqing Liu, Dewu Li, Yaokun Genome-Wide Association Study of Lactation Traits in Chinese Holstein Cows in Southern China |
title | Genome-Wide Association Study of Lactation Traits in Chinese Holstein Cows in Southern China |
title_full | Genome-Wide Association Study of Lactation Traits in Chinese Holstein Cows in Southern China |
title_fullStr | Genome-Wide Association Study of Lactation Traits in Chinese Holstein Cows in Southern China |
title_full_unstemmed | Genome-Wide Association Study of Lactation Traits in Chinese Holstein Cows in Southern China |
title_short | Genome-Wide Association Study of Lactation Traits in Chinese Holstein Cows in Southern China |
title_sort | genome-wide association study of lactation traits in chinese holstein cows in southern china |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10417049/ https://www.ncbi.nlm.nih.gov/pubmed/37570353 http://dx.doi.org/10.3390/ani13152545 |
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