Conventional ISGs, such as IFI6, IFI44L, LY6E, and ISG15, were markedly increased in COVID-19 patients compared to healthy controls across all major cell types in PBMCs (Fig. 2a). This evidence concerns the gene ISG15 and COVID-19.