Further in AD with depression group, the serum levels of IL 6, TNF α and 25-hydroxyvitamin D show a strong correlation with MMSE scores which implies that marked alterations of these parameters have a causal role in the progression of AD pathogenesis (Fig. 3). The gene discussed is TNF; the disease is Alzheimer disease.