Variable selection strategies for genomic prediction of growth and carcass related traits in experimental Nellore cattle herds under different selection criteria

Variable selection strategies for genomic prediction of growth and carcass related traits in experimental Nellore cattle herds under different selection criteria

Abstract Genomic selection (GS) has become a widely used tool in breeding programs, enhancing selection accuracy and leading to faster genetic progress. However, in small populations, GS faces challenges due to limited data and a large number of markers potentially leading to biased predictions. Imp...

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Bibliographic Details
Main Authors: Lucio F. M. Mota, Leonardo M. Arikawa, Júlia P. S. Valente, Larissa F. S. Fonseca, Maria E. Z. Mercadante, Joslaine N. S. G. Cyrillo, Henrique N. Oliveira, Lucia G. Albuquerque
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Genomic prediction
Genome-wide association
Fixation index
Small population
SNP selection method
Online Access:https://doi.org/10.1038/s41598-025-06949-z
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