Exceptions (phet < 0.05) included CEACAM5, which was more strongly associated with adenocarcinoma than squamous cell carcinoma, and MMP12, which was more strongly associated with squamous cell carcinoma than with adenocarcinoma (Supplementary Data 8, Supplementary Fig. 6). The gene discussed is CEACAM5; the disease is squamous cell carcinoma.