Thus, Table 2 demonstrates that the significant correlations between TNF-α and markers (CEA, CA19-9, CA72-4) appeared only in the gastric cancer group and not in controls, underscoring that these associations were cancer-specific. Here, CEACAM5 is linked to gastric cancer.