To gain refined insights into CCR1+ CD16+monocytes and CXCR6+ memory CD8+T cells, we examined the cellular interactions among cell populations in PBMCs and BALFs according to the COVID-19 disease status using the CellChat algorithm [53]. The gene discussed is CCR1; the disease is COVID-19.