ArticleGenetics, selection, evolution : GSE2024
Effect of temperature-humidity index on the evolution of trade-offs between fertility and production in dairy cattle.
Article in Genetics, selection, evolution : GSE, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.
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Who cites it
5 citing papers in PubMed, 11 citations in OpenAlex.
- Dietary Taurine Supplementation Improves Sperm Quality and Modulates Seminal Plasma Metabolism in Heat-Stressed Dairy Goat Bucks.Animals : an open access journal from MDPI · 2026Article
- Estimation of Genetic Parameters of Reproductive Traits in Holstein Cattle from Southern China.Animals : an open access journal from MDPI · 2026Article
- Identifying the Genetic Basis of Fetal Loss in Cows and Heifers Through a Genome-Wide Association Analysis.Animals : an open access journal from MDPI · 2026Article
- The Effect of Heat Stress During the Insemination Period on the Conception Outcomes of Dairy Cows.Animals : an open access journal from MDPI · 2025Article
- Breeding for improved heat tolerance in dairy cattle: Methods, challenges, and progress.JDS communications · 2025Article
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Authors and funding
8 authors at 3 institutions in 1 country.
Funding
Abstract
backgroundIn the current context of climate change, livestock production faces many challenges to improve the sustainability of systems. Dairy farming, in particular, must find ways to select animals that will be able to achieve sufficient overall production while maintaining their reproductive ability in environments with increasing temperatures. With future forecasted climate conditions in mind, this study used data from Holstein and Montbeliarde dairy cattle to: (1) estimate the genetic-by-temperature-humidity index (THI) interactions for female fertility, and (2) evaluate the production-fertility trade-off with increasing values of THI.
resultsTwo-trait random regression models were fitted for conception rate (fertility) and test-day protein yield (production). For fertility, genetic correlations between different THI values were generally above 0.75, suggesting weak genotype-by-THI interactions for conception rate in both breeds. However, the genetic correlations between the conception rate breeding values at the current average THI (THI = 50, corresponding to a 24-h average temperature of 8 °C at 50% relative humidity) and their slopes (i.e., potential reranking) for heat stress scenarios (THI > 70), were different for each breed. For Montbeliarde, this correlation tended to be positive (i.e., overall the best reproducers are less affected by heat stress), whereas for Holstein it was approximately zero. Finally, our results indicated a weak antagonism between production and fertility, although for Montbeliarde this antagonism intensified with increasing THI.
conclusionsWithin the range of weather conditions studied, increasing temperatures are not expected to exacerbate the fertility-production trade-off. However, our results indicated that the animals with the best breeding values for production today will be the most affected by temperature increases, both in terms of fertility and production. Nonetheless, these animals should remain among the most productive ones during heat waves. For Montbeliarde, the current selection program for fertility seems to be adequate for ensuring the adaptation of fertility traits to temperature increases, without adverse effects on production. Such a conclusion cannot be drawn for Holstein. In the future, the incorporation of a heat tolerance index into dairy cattle breeding programs would be valuable to promote the selection of animals adapted to future climate conditions.
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