We found that when the value of CEA and CY211 in male patients with pneumonia was 0.008 CEA + 0.068 CY211 > 0.237, the predictive probability for lung cancer was greater than the cutoff probability (0.5), and the result could be considered positive. This evidence concerns the gene CEACAM5 and susceptibility to pneumonia measurement.