ADIPOQ and obesity due to melanocortin 4 receptor deficiency: These observations are consistent with earlier research showing that single-nucleotide polymorphisms (SNPs) in the FTO gene, particularly rs9939609, are strongly associated with increased risk of obesity, unfavorable lipid profiles, and higher adiponectin concentrations in obese individuals25,34–37.