SPP1 in MPE was an independent prognostic factor of NSCLC-induced MPE, indicating that SPP1 in pleural effusion can be used for the auxiliary diagnosis of NSCLC-induced MPE, and it may be a prognostic indicator for patient survival and risk of extrapulmonary metastases. The gene discussed is SPP1; the disease is non-small cell lung carcinoma.