In conclusion, in this large GWAMA of a broad depression phenotype, we detected a locus associated with depression in clinical and general population samples. Our results suggest the importance a broader depression phenotype to identify genetic variants underlying depression. Large samples with different depression phenotypes may also help disentangle the genetic background of different forms of depression.