IL1B and COVID-19: The highly activated M1 macrophage cluster showed predominant enrichment of pro-inflammatory mediators, including IL1B and CXCL8 (Supplementary Fig. 7b), which was further supported by our results showing that the highly activated M1 was highly enriched with gene sets from severe COVID-19 patients (Supplementary Fig. 7c).