CD14 and COVID-19: To determine whether MS1 cells are similarly expanded in severe COVID-19, we analyzed four independent COVID-19 scRNA-seq datasets (7, 28, 29, 31) independently and identified gene expression programs in CD14+ monocytes from each dataset using an unbiased cNMF method (Fig. 1A and fig.