As tumour markers tend to be used in combination in the clinic, a logistic regression model named TM was established using CEA, CYFRA21–1 and NSE, and its ROC curve used to diagnose lung nodules (Fig. 7). The gene discussed is CEACAM5; the disease is neoplasm.