In conclusion, this study identified four predictors, i.e., an estimated glomerular filtration rate < 90 ml/min/1.73, elevated cardiac troponin I, C-reactive protein ≥ 25 mg/L and procalcitonin ≥ 0.05 ng/ml, of mortality among COVID-19 patients. Here, CRP is linked to COVID-19.