The application discloses a
gene-
phenotype correlation analysis model and a method and application thereof, and belongs to the technical field of biological
medicine. The model establishment method comprises the following steps: S1, collecting known trait-
gene data to form a
gene-trait pair; S2, calculating the rare
mutation type
score of each gene by using a formula; S3, analyzing the correlation between the
mutation score and the trait by
linear regression, calculating the weight of each
mutation type, and optimizing the weight combination, so that the correlation R 2 is taken as the evaluation standard; S4, calculating the rare mutation load
score of a sample gene according to the scoring formula and the optimized weight; S5, analyzing the correlation between the mutation load score and the
phenotype by a regression method, and constructing a gene-
phenotype correlation analysis model. Compared with a traditional gene-base collapsing method, the model has good reproducibility and complementarity, and can be used for discovering candidate risk genes of new traits or unknown diseases.