Given the well-established interaction between obesity and hypertension under insulin-resistant conditions, these findings may help explain why the composite indices incorporating both insulin resistance and visceral adiposity (TyG-CVAI and TyG-BRI) demonstrated superior predictive capability. This evidence concerns the gene INS and obesity due to melanocortin 4 receptor deficiency.