The aim of the present study was to test the impact of common genetic variations in ADIPOQ, RARRES2, and PPARGC1 on obesity-related traits and susceptibility in a sample of adult subjects from Rio de Janeiro, Brazil. Here, RARRES2 is linked to obesity disorder.