Associations Between BLG, CSN3, DGAT1, GH, PIT1, and PRL Gene Polymorphisms and Milk Production Traits in Holstein Dairy Cows: A Meta-Analysis
- PMID: 38436817
- DOI: 10.1007/s10528-024-10706-8
Associations Between BLG, CSN3, DGAT1, GH, PIT1, and PRL Gene Polymorphisms and Milk Production Traits in Holstein Dairy Cows: A Meta-Analysis
Abstract
The current meta-analysis was employed to combine the results of multiple studies into a single estimate related to B-LG, CSN3, DGAT1, PRL, GH, and PIT1 gene polymorphisms and their effects on milk production traits. The purpose of this meta-analysis was to investigate associations between B-LG, CSN3, DGAT1, GH, PIT1, and PRLgene polymorphisms with milk production traits in Holstein dairy cows. An extensive search was done from 2002 to 2022 year. Statistical analyses were performed by using Stata 11.2 software. Genetic models viz codominant (AA vs. AB, AA vs. BB, and AB vs. BB), dominant (AA + AB vs. BB), recessive (AA vs. AB + BB), and completely over-dominant (AA + BB vs. AB) were applied. The results of meta-analysis of association between B-LG genotypes with milk yield where found a significant (P < 0.05) and with fat and protein contents (P < 0.01). In CSN3 polymorphisms of A/A and A/B genotypes had a significant effect on fat yield (P < 0.05) and protein content (P < 0.01). DGAT1 polymorphisms had a significant effect on milk yield, fat yield, protein yield (P < 0.05), with fat and protein contents showed high effect (P < 0.01). No significant association was detected between GH and milk traits (P > 0.05). PIT1 genotype polymorphisms had a significant effect on milk yield (P < 0.05) and protein content (P < 0.01). PRL genotype polymorphisms were significantly associated with milk yield (P < 0.05), fat content and protein yield (P < 0.01). The B-LG, DGAT1,CSN3 and PRL gene polymorphisms could be utilized as good markers to improve milk production traits in the Holstein cattle breed.
Keywords: Holstein; Meta-analysis; Milk yield traits; Polymorphism; Standardized mean difference.
© 2024. The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature.
Conflict of interest statement
Declarations. Conflict of interest: We certify that there is no conflict of interest with any financial organization regarding the material discussed in the manuscript. Ethical Approval: This study was performed based on the Preferred Reporting Items for Systematic Reviews and Meta-Analysis (PRISMA) checklist criteria. The data for this research were collected from online databases, so this study does not require any ethical permission. Consent for Publication: All authors give consent for the publication of included details within the text to be published in the Biochimical Genetic journal and Article.
Similar articles
-
A meta-analysis on association between CSN3 gene variants and milk yield and composition in cattle.Anim Genet. 2020 Jun;51(3):369-381. doi: 10.1111/age.12922. Epub 2020 Feb 18. Anim Genet. 2020. PMID: 32069518
-
Effect of kappa-casein and beta-lactoglobulin loci on milk production traits and reproductive performance of Holstein cows.J Dairy Sci. 2005 Jan;88(1):327-34. doi: 10.3168/jds.S0022-0302(05)72692-8. J Dairy Sci. 2005. PMID: 15591397
-
Relationships of growth hormone gene and milk protein polymorphisms to milk production traits in Simmental cattle.J Dairy Res. 1997 Feb;64(1):47-56. doi: 10.1017/s0022029996001872. J Dairy Res. 1997. PMID: 9120077
-
Strong evidence for association between K232A polymorphism of the DGAT1 gene and milk fat and protein contents: A meta-analysis.J Dairy Sci. 2023 Apr;106(4):2573-2587. doi: 10.3168/jds.2022-22315. Epub 2023 Mar 2. J Dairy Sci. 2023. PMID: 36870848
-
Meta-analysis of Genetic Structure and Association of Prolactin Gene with Performance Traits in Dairy Cattle in India.Biochem Genet. 2021 Jun;59(3):668-677. doi: 10.1007/s10528-021-10031-4. Epub 2021 Jan 27. Biochem Genet. 2021. PMID: 33506291
Cited by
-
The Effect of CDKN1A on the Expression of Genes Related to Milk Protein and Milk Fat Synthesis in Bovine Mammary Epithelial Cells.Vet Sci. 2025 Jun 1;12(6):534. doi: 10.3390/vetsci12060534. Vet Sci. 2025. PMID: 40559771 Free PMC article.
-
Exonic mutations of POU class 1 homeobox 1 are associated with milk pH in high-producing Holstein Friesian cows.Vet World. 2024 Oct;17(10):2304-2310. doi: 10.14202/vetworld.2024.2304-2310. Epub 2024 Oct 17. Vet World. 2024. PMID: 39619923 Free PMC article.
-
Association of NCOA6 Gene Polymorphism with Milk Production Traits in Chinese Holstein Cows.Animals (Basel). 2025 May 19;15(10):1461. doi: 10.3390/ani15101461. Animals (Basel). 2025. PMID: 40427338 Free PMC article.
-
Circulating Levels of Branched-Chain Amino Acids Are Associated with Diet: A Cross-Sectional Analysis.Nutrients. 2025 Apr 27;17(9):1471. doi: 10.3390/nu17091471. Nutrients. 2025. PMID: 40362780 Free PMC article.
-
Molecular Diversity of the Casein Gene Cluster in Bovidae: Insights from SNP Microarray Analysis.Animals (Basel). 2024 Oct 19;14(20):3034. doi: 10.3390/ani14203034. Animals (Basel). 2024. PMID: 39457964 Free PMC article.
References
-
- Akyuz B, Agaoglu OK, Akcay A, Agaoglu AR (2015) Effects of Dgat1 and Gh1 polymorphism on milk yield in holstein cows reared in Turkey. Slov Vet Res 52:185–191
-
- Alim MA, Sun D, Zhang Y, Zhang Y, Zhang Q, Liu L (2015) DNA polymorphisms in the Β-lactoglobulin and Κ-casein genes associated with milk production traits in dairy cattle. Biores Comm 1:82–86
-
- Alipanah M, Kalashnikova L, Rodionov G (2005) Kappa-casein genotypic frequencies in Russian breeds black and red pied cattle. Iran J Biotechnol 3:191–194
-
- Alipanah M, Kalashnikova LA, Rodionov GV (2007) Polymorphism prolactin loci in Russian cattle. J Anim Vet Adv 6:813–815
-
- Andrew W, Gao J, Mullan S, Campbell N, Dowsey AW, Burghardt T (2020) Visual ıdentification of ındividual Holstein-Friesian cattle via deep metric learning. J Comput Electron Agric 185:106133. https://doi.org/10.1016/j.compag.2021.106133 - DOI
Publication types
MeSH terms
Substances
LinkOut - more resources
Full Text Sources
Miscellaneous