The invention discloses a matching method for integrating
genome selection and application, and belongs to the field of genetic
resource protection and genetic improvement of local
livestock and poultry. In order to solve the problems that existing
genome selection focuses on genetic progress and neglects
population diversity, and
genome selection is mostly used for hybridization production and adaptive
purebred conservation is insufficient, the method comprises the following steps: firstly, constructing a simulated breeding
population and about 2000 reference populations represented by Ningxiang pigs, and measuring pedigree,
phenotype and SNP
chip genotype data; calculating candidate individual GEBV based on an ssGBLUP model, screening and reserving seeds, and establishing a target function comprehensively considering selection progress, heterozygosity, an
inbreeding coefficient and the like to implement matching; and evaluating an effect through a multi-dimensional index and comparing a comparison strategy. The method realizes the balance of
breed conservation and genetic improvement of the local
livestock and poultry, can effectively control
inbreeding and preserve
genetic diversity, provides an effective technical means for breeding of the local
livestock and poultry, and has wide reference significance.