However, many of these studies were performed before the availability of more physiologic insulin analogs associated with reduced hypoglycemia [20] and most before the widespread use of advanced diabetes technologies, specifically hybrid closed-loop (HCL) systems. Here, INS is linked to diabetes mellitus.