Cargando…
Molecular Marker-Assisted Selection of ABCG2, CD44, SPP1 Genes Contribute to Milk Production Traits of Chinese Holstein
SIMPLE SUMMARY: Chinese Holstein cattle are the main breed of dairy cows in China. This work performed an association analysis between polymorphisms of three candidate genes (ABCG2, CD44, SPP1) and milk production performance on Chinese Holstein cattle. The results showed that the different genotype...
Autores principales: | , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9817805/ https://www.ncbi.nlm.nih.gov/pubmed/36611698 http://dx.doi.org/10.3390/ani13010089 |
_version_ | 1784864833314750464 |
---|---|
author | Sun, Yujia Wu, Xinyi Ma, Yaoyao Liu, Dingding Lu, Xubin Zhao, Tianqi Yang, Zhangping |
author_facet | Sun, Yujia Wu, Xinyi Ma, Yaoyao Liu, Dingding Lu, Xubin Zhao, Tianqi Yang, Zhangping |
author_sort | Sun, Yujia |
collection | PubMed |
description | SIMPLE SUMMARY: Chinese Holstein cattle are the main breed of dairy cows in China. This work performed an association analysis between polymorphisms of three candidate genes (ABCG2, CD44, SPP1) and milk production performance on Chinese Holstein cattle. The results showed that the different genotypes of these 10 SNPs from the ABCG2, CD44, and SPP1 genes significantly affected the milk production performance of Chinese Holstein cattle in terms of milk yield, milk fat percentage, milk protein percentage, somatic cell score, and urea nitrogen content. The ABCG2, CD44, and SPP1 genes could be selected for marker-assisted selection, which is of great significance for future precise molecular breeding. ABSTRACT: Based on our results of genome-wide association analysis, we performed gene ontology (GO) annotation and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis; three candidate genes (ABCG2, CD44, SPP1) were screened in this study for SNPs association analysis with production traits in 999 Holstein cattle. In this research, flight mass spectrometry genotyping was used to detect the polymorphism of SNP seats. It was shown that four, four, and two single nucleotide polymorphisms (SNP) loci were detected for the ABCG2, CD44, and SPP1 genes, respectively, and the different genotypes of these 10 SNPs significantly affected the milk production performance of Chinese Holstein cattle in terms of milk yield, milk fat percentage, milk protein percentage, somatic cell score, and urea nitrogen content. Among them, ABCG2-G.80952G > T locus, ABCG2-G.120017G > A locus and CD44-G.2294G > C locus had significant effects on somatic cell score (p < 0.01). Cows with GG genotypes at ABCG2-G.80952G > T locus, AA and GG genotypes at ABCG2-G.120017G > A locus, and GG genotypes at CD44-G.2294G > C locus had lower somatic cell scores. The present study elucidated that ABCG2, CD44, and SPP1 could be selected for marker-assisted selection and will benefit for future precise molecular breeding. |
format | Online Article Text |
id | pubmed-9817805 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-98178052023-01-07 Molecular Marker-Assisted Selection of ABCG2, CD44, SPP1 Genes Contribute to Milk Production Traits of Chinese Holstein Sun, Yujia Wu, Xinyi Ma, Yaoyao Liu, Dingding Lu, Xubin Zhao, Tianqi Yang, Zhangping Animals (Basel) Article SIMPLE SUMMARY: Chinese Holstein cattle are the main breed of dairy cows in China. This work performed an association analysis between polymorphisms of three candidate genes (ABCG2, CD44, SPP1) and milk production performance on Chinese Holstein cattle. The results showed that the different genotypes of these 10 SNPs from the ABCG2, CD44, and SPP1 genes significantly affected the milk production performance of Chinese Holstein cattle in terms of milk yield, milk fat percentage, milk protein percentage, somatic cell score, and urea nitrogen content. The ABCG2, CD44, and SPP1 genes could be selected for marker-assisted selection, which is of great significance for future precise molecular breeding. ABSTRACT: Based on our results of genome-wide association analysis, we performed gene ontology (GO) annotation and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis; three candidate genes (ABCG2, CD44, SPP1) were screened in this study for SNPs association analysis with production traits in 999 Holstein cattle. In this research, flight mass spectrometry genotyping was used to detect the polymorphism of SNP seats. It was shown that four, four, and two single nucleotide polymorphisms (SNP) loci were detected for the ABCG2, CD44, and SPP1 genes, respectively, and the different genotypes of these 10 SNPs significantly affected the milk production performance of Chinese Holstein cattle in terms of milk yield, milk fat percentage, milk protein percentage, somatic cell score, and urea nitrogen content. Among them, ABCG2-G.80952G > T locus, ABCG2-G.120017G > A locus and CD44-G.2294G > C locus had significant effects on somatic cell score (p < 0.01). Cows with GG genotypes at ABCG2-G.80952G > T locus, AA and GG genotypes at ABCG2-G.120017G > A locus, and GG genotypes at CD44-G.2294G > C locus had lower somatic cell scores. The present study elucidated that ABCG2, CD44, and SPP1 could be selected for marker-assisted selection and will benefit for future precise molecular breeding. MDPI 2022-12-26 /pmc/articles/PMC9817805/ /pubmed/36611698 http://dx.doi.org/10.3390/ani13010089 Text en © 2022 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 Sun, Yujia Wu, Xinyi Ma, Yaoyao Liu, Dingding Lu, Xubin Zhao, Tianqi Yang, Zhangping Molecular Marker-Assisted Selection of ABCG2, CD44, SPP1 Genes Contribute to Milk Production Traits of Chinese Holstein |
title | Molecular Marker-Assisted Selection of ABCG2, CD44, SPP1 Genes Contribute to Milk Production Traits of Chinese Holstein |
title_full | Molecular Marker-Assisted Selection of ABCG2, CD44, SPP1 Genes Contribute to Milk Production Traits of Chinese Holstein |
title_fullStr | Molecular Marker-Assisted Selection of ABCG2, CD44, SPP1 Genes Contribute to Milk Production Traits of Chinese Holstein |
title_full_unstemmed | Molecular Marker-Assisted Selection of ABCG2, CD44, SPP1 Genes Contribute to Milk Production Traits of Chinese Holstein |
title_short | Molecular Marker-Assisted Selection of ABCG2, CD44, SPP1 Genes Contribute to Milk Production Traits of Chinese Holstein |
title_sort | molecular marker-assisted selection of abcg2, cd44, spp1 genes contribute to milk production traits of chinese holstein |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9817805/ https://www.ncbi.nlm.nih.gov/pubmed/36611698 http://dx.doi.org/10.3390/ani13010089 |
work_keys_str_mv | AT sunyujia molecularmarkerassistedselectionofabcg2cd44spp1genescontributetomilkproductiontraitsofchineseholstein AT wuxinyi molecularmarkerassistedselectionofabcg2cd44spp1genescontributetomilkproductiontraitsofchineseholstein AT mayaoyao molecularmarkerassistedselectionofabcg2cd44spp1genescontributetomilkproductiontraitsofchineseholstein AT liudingding molecularmarkerassistedselectionofabcg2cd44spp1genescontributetomilkproductiontraitsofchineseholstein AT luxubin molecularmarkerassistedselectionofabcg2cd44spp1genescontributetomilkproductiontraitsofchineseholstein AT zhaotianqi molecularmarkerassistedselectionofabcg2cd44spp1genescontributetomilkproductiontraitsofchineseholstein AT yangzhangping molecularmarkerassistedselectionofabcg2cd44spp1genescontributetomilkproductiontraitsofchineseholstein |