We also found the PI3K-Akt signaling pathway, TNF signaling pathway, non-small cell lung cancer pathway, hepatitis C pathway, etc., and TNF signaling pathway genes were associated with the survival of lung adenocarcinoma (23). The gene discussed is TNF; the disease is lung adenocarcinoma.