Although the overall statistical significance was modest, two loci—LYST (rs184772418) and HDAC9 (rs13247375)—demonstrated statistically significant interaction effects on HOMA-IR levels within obesity subgroups, based on an interaction p-value threshold <0.05 (Table 1). Here, LYST is linked to obesity due to melanocortin 4 receptor deficiency.