In the present study we tested the genetic association of SNPs in ADIPOQ with obesity indexes (BMI, body fat content, waist (WC) and hip circumferences (HC)) and serum adiponectin levels in African Americans from the Jackson Heart Study (JHS) with adjustment for population structure using a dense panel of ancestry informative markers (AIMs). The gene discussed is ADIPOQ; the disease is obesity disorder.