Genetic evaluation of profitability measures in Holstein dairy cows

This study aimed to assess and estimate the genetic parameters for profit indices and identify the most reliable index for selection purposes. A total of 4 637 629 test-day records were collected from 255 804 cows across 124 herds over 15 years (2009–2024). However, the economic data were collected only from five dairy herds. Pedigree data included 575 707 animals (185 608 with records), traced using DMU Trace and structured with CFC software. Genetic parameters were estimated using single- and multiple-trait animal models with fixed effects of herd-year-season, lactation number, age at first calving, and random additive genetic effects. A DMU program was used for genetic evaluations and the best linear unbiased prediction of breeding values for the studied traits. The profitability indices include profit, income over feed cost (IOFC), income equal to feed cost (IEFC), money-corrected milk, and milk-to-feed price ratio. The results of this study revealed that profit has a moderate heritability (0.25), indicating a potential for genetic improvement. The IOFC per 100 kg of milk (IOFC milk ) had the highest genetic ( r = 0.97) and phenotypic ( r = 0.92) correlation with profit, making it the most reliable profit alternative. Furthermore, IEFC per 100 kg of milk (IEFC milk ) was genetically negatively correlated with profit (−0.80), indicating that cows with high IEFC were less economically efficient. While milk yield had improved, profitability had shown a negative genetic trend, which means that an exclusive focus on higher milk production is detrimental to long-term economic efficiency. Generally, indices such as IOFC milk and IEFC milk should be considered in breeding programs to increase profitability, efficiency, and sustainability within industrial dairy farms. This study emphasizes the importance of integrating profitability indicators into genetic evaluations. Providing novel selection criteria contributes to more efficient and sustainable breeding strategies for Holstein dairy cows.

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Publication Details

Journal
Canadian Journal of Animal Science
Published
2025-12-04
DOI
https://doi.org/10.1139/cjas-2025-0043
Primary Topic
Genetic and phenotypic traits in livestock
Type
article
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article

Genetic evaluation of profitability measures in Holstein dairy cows

Abbas Pakdel, E. Ghasemi, Davoud Rostami
Canadian Journal of Animal Science
Genetic and phenotypic traits in livestock
article

Genetic evaluation of profitability measures in Holstein dairy cows

Abbas Pakdel, E. Ghasemi, Davoud Rostami
article en

Abstract

This study aimed to assess and estimate the genetic parameters for profit indices and identify the most reliable index for selection purposes. A total of 4 637 629 test-day records were collected from 255 804 cows across 124 herds over 15 years (2009–2024). However, the economic data were collected only from five dairy herds. Pedigree data included 575 707 animals (185 608 with records), traced using DMU Trace and structured with CFC software. Genetic parameters were estimated using single- and multiple-trait animal models with fixed effects of herd-year-season, lactation number, age at first calving, and random additive genetic effects. A DMU program was used for genetic evaluations and the best linear unbiased prediction of breeding values for the studied traits. The profitability indices include profit, income over feed cost (IOFC), income equal to feed cost (IEFC), money-corrected milk, and milk-to-feed price ratio. The results of this study revealed that profit has a moderate heritability (0.25), indicating a potential for genetic improvement. The IOFC per 100 kg of milk (IOFC milk ) had the highest genetic ( r = 0.97) and phenotypic ( r = 0.92) correlation with profit, making it the most reliable profit alternative. Furthermore, IEFC per 100 kg of milk (IEFC milk ) was genetically negatively correlated with profit (−0.80), indicating that cows with high IEFC were less economically efficient. While milk yield had improved, profitability had shown a negative genetic trend, which means that an exclusive focus on higher milk production is detrimental to long-term economic efficiency. Generally, indices such as IOFC milk and IEFC milk should be considered in breeding programs to increase profitability, efficiency, and sustainability within industrial dairy farms. This study emphasizes the importance of integrating profitability indicators into genetic evaluations. Providing novel selection criteria contributes to more efficient and sustainable breeding strategies for Holstein dairy cows.

Canadian Journal of Animal ScienceVol. 106
Isfahan University of Technology (IR), Islamic Azad University, Karaj (IR), University of Tehran (IR)
Openalex Percentile: Top 60%
Genetic and phenotypic traits in livestock
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