Finally, integrative analyses of a large-cohort COVID-19 single-cell transcriptomic dataset with our single-cell datasets revealed that NK2.1 cells from elderly COVID-19 patients are enriched for genes related to type I interferon signalling (e.g. ISG15, ISG20), which is positively correlated with disease severity in COVID-19. This evidence concerns the gene ISG15 and COVID-19.