Secondly, this database’ information is insufficient in terms of smoking, tumor markers, imaging examination, and important molecular factors (EGFR, rose1 and ALK gene status), thus leading to that our nomogram failed to include these important factors. The gene discussed is EGFR; the disease is neoplasm.