Global overview revealed enrichment of proliferating CD4+ and CD8+ T cells, and plasma cells in BALF compared to PBMCs, while proliferative and activated T and B cells as well as macrophages were more abundant in patients with severe COVID-19 during progression stage. The gene discussed is CD8A; the disease is COVID-19.