Overall the frequencies of CD38+ and HLA-DR+CD38+ memory CD4+ and CD8+ T cells in severe COVID-19 were elevated compared to HD (p<0.01 for all cases), and frequency of HLA-DR+ CD4+ and CD8+ T cells was also directly associated with APACHE III scores (Fig. S1M). This evidence concerns the gene CD4 and COVID-19.