Based on the areas under the ROC curves, PCT (AUC = 0.896) and CRP (AUC = 0.748) performed equally well (p = 0.051) to differentiate bacterial infection from non-bacterial infection in GPP patients in the present study. The gene discussed is CALCA; the disease is bacterial infectious disease.