ArticleAnimals : an open access journal from MDPI2024
Impact of Heat Stress on Milk Yield, Milk Fat-to-Protein Ratio, and Conception Rate in Thai-Holstein Dairy Cattle: A Phenotypic and Genetic Perspective.
Article in Animals : an open access journal from MDPI, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.
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Who cites it
16 citing papers in PubMed.
- Transcriptomic analysis reveals physiological adaptations and immune system modulation in Romanian Holstein cattle during heat stress exposure.International journal of biometeorology · 2026Article
- Acute Heat Stress Remodels Mitochondrial Ultrastructure and Time-Dependent Transcriptomic Landscapes in Bovine Granulosa Cells.Animals : an open access journal from MDPI · 2026Article
- Impact of Climate Change on Farm Animals: Physiological Mechanisms, Health and Productivity, and Integrated Adaptation Strategies.Veterinary sciences · 2026Review
- Precision phenotyping of reproductive events in dairy cattle under heat stress: epidemiological validity and implications for genetic improvement in tropical systems.Tropical animal health and production · 2026Review
- High dietary cation-anion difference as a biological coolant: Mechanisms of enhanced evaporative heat dissipation and comfort in tropical dairy ruminants under natural high ambient temperature.Veterinary world · 2026Review
- Heat Stress Effects on Milk Production and the Genomic Architecture of Thermotolerance in Dairy Cattle.Biology · 2026Review
- Heat stress in livestock under tropical climates: impacts and mitigation strategies.Tropical animal health and production · 2026Review
- A new type of biomarker for heat stress: insights from immunology.Frontiers in immunology · 2026Review
- Evaluating growth performance, hematological profiles, and metabolic health in Thai crossbred cattle under tropical conditions.Tropical animal health and production · 2025Article
- Genomics and phenomics: Who will be the dairy cows of the future?JDS communications · 2025Review
- Integrative Multivariate Analysis of Milk Biomarkers, Productive Performance, and Animal Welfare Indicators in Dairy Cows.Animals : an open access journal from MDPI · 2025Article
- Estimation of Genetic Parameters and Stability for Milk Production Traits in Huaxi Cattle from the Xinjiang Region.Animals : an open access journal from MDPI · 2025Article
- Effect of heat stress on some serum and reproductive parameters of Holstein dairy cows in Egypt: potential biomarkers.BMC veterinary research · 2025Article
- Pleiotropic Genes Affecting Milk Production, Fertility, and Health in Thai-Holstein Crossbred Dairy Cattle: A GWAS Approach.Animals : an open access journal from MDPI · 2025Article
- Impacts of early postpartum behavioral patterns on the fertility and milk production of tropical dairy cows.Veterinary world · 2025Article
- Integrative assessment of the effects of ventilation systems on economic efficiency, milk production, and reproductive performance in dairy cows.Frontiers in veterinary science · 2025Article
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5 authors.
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Abstract
Heat stress severely affects dairy cattle production and reproduction performances in tropical regions. Genetic selection to maintain adequate yield and reproductive performance while enhancing their ability to withstand heat is essential for improving the genetics of dairy cows. Therefore, in this study, we aimed to estimate genetic parameters affecting production and reproduction performances under heat stress conditions in dairy cattle and to investigate the threshold point of heat stress for milk yield (MY), milk fat-to-protein ratio (FPR), and conception rate (CR) in Thai-Holstein dairy cattle. The data included 168,124 records related to MY and milk FPR and 21,278 records of CR in Thai-Holstein dairy cattle, covering the period from 1990 to 2007. A multiple-trait threshold-linear random regression model based on a Bayesian approach via Gibbs sampling was used to estimate variance components, genetic parameters (heritability values, and genetic correlations), and decline rates for each studied trait. The threshold point of heat stress was identified as a temperature and humidity index (THI) of 76. At THI76, a decline was observed in the MY, milk FPR, and CR of Thai dairy cattle. The heritability estimates for MY, milk FPR and CR were 0.347 ± 0.032, 0.293 ± 0.021, and 0.032 ± 0.001, respectively. The genetic correlation between MY and milk FPR and MY and CR were -0.24 and -0.53, respectively, whereas those between milk FPR and heat tolerance as well as between CR and heat tolerance were -0.48 and -0.49, respectively. In addition, the decline rates in MY, milk FPR, and CR were found to be associated with a high percentage of Holstein genetics. In conclusion, the results obtained in this study reveal that the simultaneous consideration of the MY, milk FPR, CR, and heat tolerance traits of Thai-Holstein dairy cattle is possible. In addition, developing a genetic model that incorporates THI is essential for sustainably addressing heat stress problems.
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