Both copeptin (AUC = 0.998; R2C&S = 0.718) and endostatin (AUC = 0.935; R2C&S = 0.464) exhibited high performance in predicting occurrence of infection (Fig. 4D and Table 1). Here, COL18A1 is linked to infection.