We found that for lung cancer screening in healthy subjects, the sensitivity and specificity of the best marker combination identified by our study (CEA + CA125) were 0.667 and 0.877, respectively, without the use of ROC curves. The gene discussed is CEACAM5; the disease is lung carcinoma.