Genetic Markers Associated with Milk Production and Thermotolerance in Holstein Dairy Cows Managed in a Heat-Stressed Environment.
Ricardo Zamorano-AlgandarJuan F MedranoMilton G ThomasR Mark EnnsScott E SpeidelMiguel A Sánchez-CastroGuillermo Luna-NevárezJosé C Leyva-CoronaPablo Luna-NevarezPublished in: Biology (2023)
Dairy production in Holstein cows in a semiarid environment is challenging due to heat stress. Under such conditions, genetic selection for heat tolerance appears to be a useful strategy. The objective was to validate molecular markers associated with milk production and thermotolerance traits in Holstein cows managed in a hot and humid environment. Lactating cows ( n = 300) exposed to a heat stress environment were genotyped using a medium-density array including 53,218 SNPs. A genome-wide association study (GWAS) detected six SNPs associated with total milk yield (MY305) that surpassed multiple testing ( p < 1.14 × 10 -6 ). These SNPs were further validated in 216 Holstein cows from two independent populations that were genotyped using the TaqMan bi-allelic discrimination method and qPCR. In these cows, only the SNPs rs8193046, rs43410971, and rs382039214, within the genes TLR4 , GRM8 , and SMAD3 , respectively, were associated ( p < 0.05) with MY305, rectal temperature (RT), and respiratory rate. Interestingly, these variables improved as the number of favorable genotypes of the SNPs increased from 0 to 3. In addition, a regression analysis detected RT as a significant predictor (R 2 = 0.362) for MY305 in cows with >1 favorable genotype, suggesting this close relationship was influenced by genetic markers. In conclusion, SNPs in the genes TLR4 , GRM8 , and SMAD3 appear to be involved in the molecular mechanism that regulates milk production in cows under heat-stressed conditions. These SNPs are proposed as thermotolerance genetic markers for a selection program to improve the milk performance of lactating Holstein cows managed in a semiarid environment.
Keyphrases
- heat stress
- genome wide
- heat shock
- dairy cows
- dna methylation
- copy number
- genome wide association study
- epithelial mesenchymal transition
- inflammatory response
- gene expression
- transforming growth factor
- toll like receptor
- oxidative stress
- high resolution
- genome wide association
- heat shock protein
- mass spectrometry
- nuclear factor