Furthermore, we utilized the MethSurv tool to explore the impact of DNA methylation on genes linked to fibrosis and cancer, identifying SSP1 (cg00583003) as exhibiting methylation in lung adenocarcinoma and lung squamous carcinoma. The gene discussed is SENP6; the disease is lung adenocarcinoma.