Research suggests that estrogen in females provides protective effects through various mechanisms, including enhancing insulin sensitivity, promoting insulin secretion, and reducing β cell apoptosis, thereby potentially delaying or reducing the onset of T2D [41]. This evidence concerns the gene INS and type 2 diabetes mellitus.