ALB and diabetes mellitus: In this study, age, fever, hemoptysis, shortness of breath, hypertension, cardiovascular, diabetes, glucocorticoid, immunoglobulin, HFNC, disease severity, HGB, CRP, ESR and ALB were risk factors for PF, which was in according with previous studies.