We found that age, LDH, CRP, WBC count, lymphocyte count, oxygen saturation, the history of malignancy, COPD, diabetes, chronic cardiac disease, chronic kidney disease, cerebrovascular disease, and non-vaccination were all independent predictors for critical illness. Here, CRP is linked to chronic kidney disease.