CD19 and COVID-19: To investigate if B cells from COVID-19 and HIV-1+ patients exhibited distinct transcriptional signatures, we performed integration and clustering on B cell and plasmablast populations (central and bottom clusters in UMAP, Figure 2A), identified by upregulation of CD19/MS4A1 and CD38 respectively (Figure 4A).