In the case of obesity, the body produces large amounts of insulin that can lead to a reduction in the function of β cells to produce insulin, further leading to insulin resistance (IR) [46], and high BMI also leads to a high prevalence of pre-diabetes [47]. This evidence concerns the gene INS and obesity disorder.