To evaluate multimodal approaches for cancer detection in combination with our multi-feature cfDNA analyses, we first assessed the serum levels of carcinoembryonic antigen (CEA), a secreted protein that has been proposed as a lung biomarker12,15,32,33 (Supplementary Table 5). The gene discussed is CEACAM5; the disease is cancer.