CD8A and COVID-19: As shown in Figure 5A, all innate immune cells and some adaptive immune cells (including B cells, CD8+ T cells) from moderate COVID-19 were highly enriched in type I interferon signaling, negative regulation of viral process and defense to virus, whereas this was not observed significantly enriched in severe COVID-19.