Second, from the time of T2DM diagnosis, various other factors such as medication [30, 31] and lifestyle changes (dietary changes, weight loss, increased physical activity) may influence the degree of insulin resistance and consequently serum levels of insulin. Here, INS is linked to Insulin resistance.