Based on these unclear answers for the mechanism of the association between BMI and GA/A1c ratio, we tried to explain this mechanism with respect to BMI, a representative parameter for obesity, and insulin secretory function. Here, INS is linked to obesity due to melanocortin 4 receptor deficiency.