Notably, several of the proteins most strongly associated with lung cancer, including CEACAM5, IL6, and SCF, were weakly correlated with other markers and did not have any stable connections with other identified risk markers (Fig. 3b). The gene discussed is CEACAM5; the disease is lung cancer.