The intersections of LPS induction-related genes, lung adenocarcinoma differential genes, and univariate cox genes were obtained, and five genes (TNS4, PRC1, MKI67, CDKN3, BIRC5) were obtained, which were defined as the characteristic genes associated with LPS induction (Figure 2F). The gene discussed is TNS4; the disease is lung adenocarcinoma.