Although there are debates on the significance of genetic risk factors in human major depressive disorder, a GWAS study with 2,431 major depressive disorder and 3,673 control samples revealed a suggestive association of Adcy3 polymorphism with depression (Wray et al., 2012). The gene discussed is ADCY3; the disease is major depressive disorder.