For each of the obesity strata (BMI, WHR, WST, MET, and SFA), we continuously applied those multimodal (Tables S2.1–10 and Figures S5–9) and GMDR (Table 3) approaches, and determined the strongest predictive markers with the most common 6 SNPs (TRAIP rs2352975, DUSP1 rs17658229, HLA-DQA1 rs9271608, SALL1 rs10521222, HNF1A-AS1 rs2243616, and APOC1 rs4420638) and 5 lifestyle factors (dietary alcohol intake, E + P and OC use, BMI, and hip circumference). This evidence concerns the gene APOC1 and obesity due to melanocortin 4 receptor deficiency.