Single-cell transcriptome analyses showed there were apoptosis in various CD4+T cells and CD8+T cells subsets [13, 14], and some special effect subgroups were associated with convalescence in clinical moderate groups, after respiratory viruses infection(H1N1)[14]and COVID-19 [15]. Here, CD8A is linked to COVID-19.