Karlsson et al. [39] found that although IL-6 and TNF-α were unrelated to prenatal symptoms of depression, IL-12, IL-9 and IL-13, as well as the IFN-γ/IL-4 ratio and IL-5, were all positively associated with depressive symptoms. This evidence concerns the gene TNF and major depressive disorder.