The combined use of CEA, CA19-9, and PPIH provided a sensitivity of 93.8%, specificity of 87.5%, and an AUC of 0.965 (95%CI: 0.909, 1.000) for GC (Fig. 8D). Here, PPIH is linked to gastric cancer.