CEACAM5 and cancer: For all three individuals who were later diagnosed with stage 4 (metastatic) cancers, we observed carcinoembryonic antigen-related cell adhesion molecule 5 (CEACAM5) as an outlier in one or more pre-diagnosis samples (Fig. 1a).