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). Here, IL11 is linked to esophageal squamous cell carcinoma.