APOE and major depressive disorder: Two polymorphisms, one in the DRD4 gene and the other in the APOE gene, have been studied for both depression and socioeconomic status.[11]–[14] When shared causal pathways are involved in the co-occurrence of depression and lower socioeconomic status, shared genes in these pathways may also be important.[15]