Yet attempts failed so far to find a multi-layer NN model that “explained” sufficiently well the diagnostic overlap (dependent variable) in the plane spanned by the global “Depression” and “Schizophrenia” scales (cf. Fig. 3) through IgM levels in combination with other parameters (independent variables). This evidence concerns the gene CD40LG and major depressive disorder.