DPP4 and Sepsis: The results showed significantly higher expression of DPP4 in the control group (Figure 11) (p < 0.05), and its expression trend was consistent with the dataset, suggesting that DPP4 has strong diagnostic potential for sepsis and can be effectively validated in clinical settings.