These results suggested that T cell exhaustion plays essential roles in the transition between mild-moderate and severe cases, which is consistent with clinical studies showing that impaired exhaustion features in SARS-CoV-2-reactive CD8+ T cells exist in on severe COVID-19 patients [36]. This evidence concerns the gene CD8A and COVID-19.