For instance, a previous study has noted that M-CSF expression is higher in lung cancer at advanced stages than at early stages (38, 70), and elevated M-CSF levels in the serum of patients with various types of cancer, including pancreatic and cervical cancers, were associated with advanced-stage tumors (71, 72). This evidence concerns the gene CSF1 and lung carcinoma.