Inheritance association models revealed that four SNPs to have a prediction value for developing obesity, namely GSTM1 rs1056806 (C/T), SOD2 rs4880 (A/G), SOD3 rs2536512 (A/G), and GPX1 rs1800668 (A/G). This evidence concerns the gene GSTM1 and obesity due to melanocortin 4 receptor deficiency.