In contrast to the CD4 T cells, we did not observe a correlation between CD38+HLA-DR+ cells and PD-1+ cells in COVID-19 patients (Supplementary Figure 5C), probably suggesting that PD-1 expression on CD8 T cells is more a marker of exhaustion than of activation. Here, CD8A is linked to COVID-19.