HAE cultures maintained for 3 weeks post-airlift were processed for scRNA-Seq. Single cell suspensions of HAE cultures were prepared as described previously27 (link). To enable multiplexing and doublet detection, cells were labeled with barcoded antibodies described previously28 (link). Briefly, approximately 200,000 cells per sample were resuspended in staining buffer (PBS, 2% BSA, and 0.01% Tween) and incubated for 10 minutes with Fc block (TruStain FcX (BioLegend) and FcR blocking reagent (Miltenyi). Cells were then incubated with oligonucleotide-conjugated hashing antibodies (generated in-house by the New York Genome Center as described29 ) for 30 min at 4°C. After labelling, cells were washed 3 times in staining buffer. After the final wash, cells were resuspended in PBS plus 0.04% BSA, filtered, and counted. Cells were pooled (6 samples per pool), super-loaded to the 10X Genomics Chromium Controller (~4,170 cells per sample, ~25,000 cells per lane) and processed with the Chromium Next GEM single-cell 5′ library and gel bead kit according to manufacturer’s protocols. Hashtag-oligonucleotide (HTO) additive oligonucleotide primer was spiked into the cDNA amplification PCR, and the HTO library was prepared as described previously29 .