Our findings reveal that, in women with WC < 88 cm, serum insulin trajectories remained largely stable and overlapping across healthy, isolated-criterion, and PCOS groups, suggesting that, in the absence of central adiposity, hyperinsulinemia in PCOS may be driven more by intrinsic defects in insulin signaling than by excess visceral fat. Here, INS is linked to Hyperinsulinemia.