Of note, single-cell analysis together with the classic immunological assay, have greatly contributed to deeper understanding of the dynamics of SARS-CoV-2-specific CD4+ and CD8+ T cells, B cells and neutralizing antibodies (18–23) during natural infection and various vaccination (Table 1) (24–36). This evidence concerns the gene CD8A and infection.