Abstract: Provided is an apparatus for predicting a disease risk of a metabolic disorder. The apparatus includes: a machine learning model generating unit which generates a machine learning model which learns a degree of a relationship between at least one of a plurality of state variables and genetic information and a disease risk of metabolic disorders with the plurality of state variables including a living condition variable and a health condition variable of a patient with a metabolic disorder, generic information, and the disease risk of the metabolic disorders as inputs; an information input unit which receives a subject state variable and subject genetic information of the subject; and a disease risk predicting unit which predicts a subject disease risk of the subject by applying the subject state variable and the subject genetic information of the subject to the machine learning model.