Our results further revealed that among patients with pneumonia-associated bacteremia, those who died within 28 days exhibited significantly higher levels of IL-6, a higher rate of antifungal drug usage, and prolonged mechanical ventilation. The gene discussed is IL6; the disease is susceptibility to pneumonia measurement.