Selecting the hologenome to breed for an improved feed efficiency in pigs-A novel selection index

Most traits in animal breeding, including feed efficiency traits in pigs, are affected by many genes with small effect and have a moderately high heritability between 0.1 and 0.5, which enables efficient selection. Since the microbiota composition in the gastrointestinal tract is also partly heritable and was shown to have a substantial effect on feed efficiency, the host genes affect the phenotype not only directly by altering metabolic pathways, but also indirectly by changing the microbiota composition. The effect $$ of the microbiota composition on the breeding value $$ of an animal $$ is the conditional expectation of its breeding value, given the vector $$ with microbiota frequencies, that is $$ The breeding value $$ of an animal can therefore be decomposed into a heritable contribution $$ that arises from an altered microbiota composition and a heritable contribution $$ that arises from altered metabolic pathways within the animal, so $$ Instead of selecting for breeding value $$ , an index comprising the two components $$ and $$ with appropriate weights, that is $$ , can be used. The present study shows how this breeding strategy can be applied in pig genomic selection breeding scheme for two feed efficiency traits and daily gain.