Univariable analysis revealed that elevated LDH; CRP; age; and high expression of CD39+CD45+, TIM3+CD39+CD4+CD45+, and TIM3+CD39+CD8+CD3+CD4+ cells were significantly associated with severe COVID-19 according to the WHO clinical progression scale (Table 6). This evidence concerns the gene CD4 and COVID-19.