ICAM3 and small cell lung carcinoma: FCGR2A, APOH, STX7, and ICAM3 had the best diagnostic capacity within LM within SCLC diagnostic model (Additional file 7: Figure S6C), and their combinations had the highest AUC of 0.961 (Additional file 7: Figure S6D).