The signaling pathways mainly consisted of Th17 cell differentiation, the TNF signaling pathway, PD-L1 expression and PD-1 checkpoint pathway in cancer, leishmaniasis, Hepatitis B, prostate cancer, the AGE-RAGE signaling pathway in diabetic complications, and pertussis. The gene discussed is TNF; the disease is prostate carcinoma.