The concentration of CEA was determined using a Cobas e411 analyzer (Roche Diagnostics) and a ready-to-use reagent kit (Elecsys CEA; Roche Diagnostics) in individual cassettes according to the manufacturer's protocol. This detection method relies on using electrochemiluminescence to measure the immunoreactivity (20 (link)).