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Bayesian Genome-Wide Association Study of Feed Efficiency Traits in Pigs

Aug 2026 · Animals · Vol 16, pp. 2662 · 0 citations · 110 references
Medicine

Abstract

Simple Summary In this study, we investigated the genetic basis of key feed efficiency traits, namely residual feed intake, feed conversion ratio, and average daily feed intake in a commercial line of heavy pigs. Using a Bayesian case–control genome-wide association approach, we identified, for each trait, multiple SNPs with high posterior probability for the direction of their effects, confirming that feed efficiency traits are polygenic. Potential candidate genes involved in feed efficiency, as well as in nutrient transport and absorption, metabolic homeostasis, immune functions, cellular signaling, energy sensing, neurological processes, and other processes, were identified. These findings highlight the complexity of feed efficiency and contribute to expanding current knowledge of the biological mechanisms underlying this trait in pigs.

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