In conclusion, this study analyzed environment and genetic aspects of obesity and foundsignificant associations between PPARG rs1801282 and triglycerideslevels, ADIPOQ rs4632532 and HDL levels, and FTOrs9939609 with cholesterol, LDL and anthropometric measurements. Here, PPARG is linked to obesity due to melanocortin 4 receptor deficiency.