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Incorporating genomic and transcriptomic effects in joint linear and non-linear structural models for predicting complex traits in pigs

Phenotypes in livestock are shaped by genetic variation as well as downstream regulatory mechanisms, making the prediction of complex traits a key challenge for animal breeding. Transcriptomic data represent an intermediate biological layer between genotypes and phenotypes and may capture regulatory...

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Hlavní autoři: I-T. Vourlaki, M. Piles, T. Jové-Juncà, Y. Ramayo-Caldas, R. Quintanilla, M. Ballester
Médium: Artigo
Jazyk:Inglês
Vydáno: Elsevier 2026-03-01
Edice:Animal
Témata:
Animal breeding
Bayesian regression
Feature selection
Immune traits
Neural Networks
On-line přístup:http://www.sciencedirect.com/science/article/pii/S1751731126000121
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