In our study, the combination of risk alleles at rs1501299 and rs3774261 was associated with the lowest adiponectin levels and the highest odds of obesity, with diplotype odds ratio approaching 15, though with wide confidence intervals due to small subgroup sizes. This evidence concerns the gene ADIPOQ and Obesity.