Among genes not directly associated to MDD, there were genes involved in immune system reactions and autophagy (CD4, HLA-C, ATG14), proteins implicated in the phosphorylation process and with the role of kinases (DYRK1A, RIPK1), and transferase (CAT1, GALNT2). This evidence concerns the gene DYRK1A and major depressive disorder.