At baseline, gender distribution, mean age, ethnicity, duration of diabetes and HbA1c were similar in the two groups, although the mean body weight, BMI and TDD of insulin were higher in the tirzepatide group than in the control group. This evidence concerns the gene INS and diabetes mellitus.