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Estimation of Genetic Parameters of Heat Tolerance for Production Traits in Canadian Holsteins Cattle

I.L. Campos, T.C.S. Chud, Gerson A. Oliveira Júnior, Christine F. Baes, Ángela Cánovas, Flávio S. Schenkel

2022Animals11 citationsDOIOpen Access PDF

Abstract

Understanding how cows respond to heat stress has helped to provide effective herd management practices to tackle this environmental challenge. The possibility of selecting animals that are genetically more heat tolerant may provide additional means to maintain or even improve the productivity of the Canadian dairy industry, which is facing a shifting environment due to climate changes. The objective of this study was to estimate the genetic parameters for heat tolerance of milk, fat, and protein yields in Canadian Holstein cows. A total of 1.3 million test-day records from 195,448 first-parity cows were available. A repeatability test-day model fitting a reaction norm on the temperature-humidity index (THI) was used to estimate the genetic parameters. The estimated genetic correlations between additive genetic effect for production and for heat tolerance ranged from -0.13 to -0.21, indicating an antagonistic relationship between the level of production and heat tolerance. Heritability increased marginally as THI increased above its threshold for milk yield (0.20 to 0.23) and protein yield (0.14 to 0.16) and remained constant for fat yield (0.17). A Spearman rank correlation between the estimated breeding values under thermal comfort and under heat stress showed a potential genotype by environmental interaction. The existence of a genetic variability for heat tolerance allows for the selection of more heat tolerant cows.

Topics & Concepts

HeritabilityHeat stressHeat indexGenetic correlationBiologyRank correlationDairy cattleAnimal scienceHerdBiotechnologyProductivityGene–environment interactionProduction (economics)Selection (genetic algorithm)Milk productionGenotypeStatisticsGenetic variationMathematicsGeneticsEconomicsComputer scienceGeneMacroeconomicsArtificial intelligenceEffects of Environmental Stressors on LivestockAnimal Behavior and Welfare StudiesThermoregulation and physiological responses
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