After adjusting for age, sex, BMI, region, scheme, hospital level, year enrolled, occupation, HT comorbidity, DKD, insulin used, fibrate used, and statin used, gradual increase in adjusted β coefficient was observed in higher quartiles. The gene discussed is INS; the disease is diabetic kidney disease.