Patients with low LYM-5d and high IL-6 levels had higher SOFA scores and longer hospitalization times, ICU stays and mechanical ventilation times, and a higher proportion of patients had secondary bacterial infections during the disease course, regardless of the IL-6 level and peripheral blood lymphocyte count. The gene discussed is IL6; the disease is bacterial infectious disease.