Our previous research found that the AUC value of GC diagnosis using circPTPN22 alone was 0.857, but the AUC value increased to 0.892 after combining traditional tumor markers CEA and CA199, demonstrating that the combined use of markers could compensate for the limitations of a single marker [146]. This evidence concerns the gene CEACAM5 and gastric cancer.