In particular, IL-6 ≥ 74.98 pg/mL, CRP ≥ 81 mg/L, PCT ≥ 0.56 ng/mL, and D-dimer ≥ 760 ng/mL on admission to the ICU could effectively predict in-hospital mortality in COVID-19 patients. Here, CRP is linked to COVID-19.