Background Asthma is a complex disease characterized by striking ethnic disparities not explained entirely by environmental, social, cultural, or economic factors. Of the limited genetic studies performed on populations of African descent, notable differences in susceptibility allele frequencies have been observed. Objectives We sought to test the hypothesis that some genes might contribute to the profound disparities in asthma. Methods We performed a genome-wide association study in 2 independent populations of African ancestry (935 African American asthmatic cases and control subjects from the Baltimore–Washington, DC, area and 929 African Caribbean asthmatic subjects and their family members from Barbados) to identify single-nucleotide polymorphisms (SNPs) associated with asthma. Results A meta-analysis combining these 2 African-ancestry populations yielded 3 SNPs with a combined P value of less than 10 −5 in genes of potential biologic relevance to asthma and allergic disease: rs10515807, mapping to the α-1B-adrenergic receptor (ADRA1B) gene on chromosome 5q33 (3.57 × 10 −6 ); rs6052761, mapping to the prion-related protein (PRNP) gene on chromosome 20pter-p12 (2.27 × 10 −6 ); and rs1435879, mapping to the dipeptidyl peptidase 10 (DPP10) gene on chromosome 2q12.3-q14.2. The generalizability of these findings was tested in family and case-control panels of United Kingdom and German origin, respectively, but none of the associations observed in the African groups were replicated in these European studies. Evidence for association was also examined in 4 additional case-control studies of African Americans; however, none of the SNPs implicated in the discovery population were replicated. Conclusions This study illustrates the complexity of identifying true associations for a complex and heterogeneous disease, such as asthma, in admixed populations, especially populations of African descent.