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). The gene discussed is PON1; the disease is obesity due to melanocortin 4 receptor deficiency.