Age, the requirement of MV, leukocytosis, neutrophilia, and an increase in CRP, NLR, and CLR showed a statistically significant association with the mortality of ICU patients with COVID-19 in the univariate analysis. This evidence concerns the gene CRP and Increased total leukocyte count.