“…With the further deterioration of the disease, patients may be accompanied by septic shock, respiratory failure, etc., and even further develop into acute respiratory distress syndrome, encephalopathy or multiple organ dysfunction, which not only increases the burden of medical and health systems, but also brings huge socio-economic losses. 2 Therefore, the early identification and evaluation of the severity of pneumonia patients is of great significance for the rational allocation of medical resources, the formulation of appropriate treatment plans, the prevention of disease deterioration and the improvement of patients’ prognosis. At present, many non-specific indicators may be related to the severity of severe pneumonia, such as C-reactive protein (CRP) and procalcitonin (PCT), but the specificity of these indicators is not enough to accurately reflect severe pneumonia.…”