We found two haplotypes associated with obesity by BMI (in GPX3 and in GPX5 and GPX6) and five haplotypes associated with obesity by PBF (in GPX3, in PON1, and in PON2 and PON3). This evidence concerns the gene GPX3 and obesity due to melanocortin 4 receptor deficiency.