Further, some of the cell subtypes identified as expanded during COVID-19 (e.g., IFN-responsive ciliated cells, BPIFA1high secretory cells, BPIFA1highchemokinehigh secretory cells, and KRT24highKRT13high secretory cells) express relatively high abundances of ACE2 (Figure S4D). Here, IFNA1 is linked to COVID-19.