As the CD8 EMRA-like T cell and NK cell clusters showed the most prominent proportional increase in COVID-19 when compared with non-infectious controls (Figure 1D), we next sought to uncover the identity and transcriptional state of these clusters. This evidence concerns the gene CD8A and COVID-19.