In this study, we have comprehensively analyzed the association of 286 common variants of eight candidate genes with asthma and atopic asthma in a case-control Spanish sample and found associations for 10 SNPs in three of them (MS4A2, IL4R and ADAM33) after considering all tests performed. The gene discussed is ADAM33; the disease is asthma.