Patients with low expression of COX7B and NDUFA4 exhibited higher 28-day survival rates compared to the high-expression group, showing a negative correlation with the survival rate of sepsis patients, with statistically significant differences (P < 0.05) (Fig. 5A-B). The gene discussed is COXFA4; the disease is Sepsis.