IL1B and esophageal squamous cell carcinoma: Label transfer using the HNSCC myeloid cells as a reference to identify myeloid phenotypes in CRC/ESCC scRNA-Seq datasets showed that IL11 + CAF similarly correlated with IL1B + inflammatory monocytes suggesting the same immunological niche is present in different cancer types (Supplementary Fig. 9C).