An initial gene filter removed genes expressed in fewer than four cells. The top 5,000 highly variable genes (HVGs) were selected by the Seurat v3 method as implemented by scVI. In addition to HVGs, we also selected genes encoding proteins in the measured antibody panel and a manually selected set of genes of interest. We have included the selected genes of interest with the data sets for convenience.