Cells belonging to the interferon (IFN)-activated CD8 T cell cluster (Fig. 1e and Supplementary Fig. 4), a small cluster of 191 cells characterized by very high expression of IFN stimulated genes (ISGs), were found almost exclusively in COVID-19 patients (p = 0.006), especially at time point A. Here, IFNA1 is linked to COVID-19.