In diabetes therapy, the PID algorithm adjusts insulin delivery by assessing glucose excursion from three perspectives, i.e., deviation from target glucose (proportional term), area under the curve between measured and target glucose (integral term), and the rate of change in measured glucose (derivative term) [28]. This evidence concerns the gene INS and diabetes mellitus.