Genomic selection has improved genetic evaluations in many breeds and species, but its application in local breeds remains underexplored. However, preserving the competitiveness for local breeds is essential, as they have co-evolved with their surrounding environments and play a fundamental role not only in supporting rural economies but also in preserving the environment and local cultural heritage. This study evaluated the impact of transitioning from single breed pedigree-based to single breed genomic evaluations for milk production in three Alpine dual-purpose cattle breeds: Alpine Grey (APG), Aosta Red Pied (ARP) and Rendena (RND). APG and ARP had over one million test-day records each, while RND contributed approximately 300,000 records. The analysis included over 7000 genotyped animals in ARP and more than 3500 in both APG and RND. When using the genomic model, time-stratified cross-validation demonstrated improved prediction accuracy, along with modest improvements in bias and dispersion. Additionally, genomic models provided higher individual prediction accuracy, particularly in young animals. These results may be especially beneficial for dual-purpose selection schemes in these breeds, where young (unproven) bulls enter performance testing. Overall, the findings support the feasibility and potential benefits of implementing genomic evaluations in these autochthonous breeds.

Short communication: impact / E. Mancin, F. Bernini, M.G. Strillacci, A. Bagnato, A. Oiana, G. Proto, E. Rulli, C. Sartori, R. Mantovani. - In: ITALIAN JOURNAL OF ANIMAL SCIENCE. - ISSN 1828-051X. - 24:1(2025), pp. 1981-1987. [10.1080/1828051X.2025.2552288]

Short communication: impact

F. Bernini
Secondo
;
M.G. Strillacci;A. Bagnato;
2025

Abstract

Genomic selection has improved genetic evaluations in many breeds and species, but its application in local breeds remains underexplored. However, preserving the competitiveness for local breeds is essential, as they have co-evolved with their surrounding environments and play a fundamental role not only in supporting rural economies but also in preserving the environment and local cultural heritage. This study evaluated the impact of transitioning from single breed pedigree-based to single breed genomic evaluations for milk production in three Alpine dual-purpose cattle breeds: Alpine Grey (APG), Aosta Red Pied (ARP) and Rendena (RND). APG and ARP had over one million test-day records each, while RND contributed approximately 300,000 records. The analysis included over 7000 genotyped animals in ARP and more than 3500 in both APG and RND. When using the genomic model, time-stratified cross-validation demonstrated improved prediction accuracy, along with modest improvements in bias and dispersion. Additionally, genomic models provided higher individual prediction accuracy, particularly in young animals. These results may be especially beneficial for dual-purpose selection schemes in these breeds, where young (unproven) bulls enter performance testing. Overall, the findings support the feasibility and potential benefits of implementing genomic evaluations in these autochthonous breeds.
Genomic selection; local breeds; ssGBLUP; accuracy
Settore AGRI-09/A - Zootecnia generale e miglioramento genetico
2025
11-set-2025
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2434/1182938
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