CD8A and COVID-19: Taken together, our study used scRNA-seq to identify a subtle communication between BAI sub-populations during COVID-19 progression, which revealed that TREM2high macrophages driving ligand–receptor crosstalk at a high resolution contributed to the exhaustion of CD8+ T cells.