In a study of patients with lung cancer, multivariable analyses demonstrated a linear positive association between CEA concentration and pulmonary embolism, suggesting that elevated CEA may help identify individuals at increased risk of PE (Zhang et al., 2014). This evidence concerns the gene CEACAM5 and pulmonary embolism.