Through CellphoneDB, we found that cancer cells were relatively likely to interact with stromal cells (Supplementary Fig. S3a, b), and the significantly enriched ligand‒receptor pairs included FN1, collagen, and the TGFβ family (Supplementary Fig. S3c). Here, TGFB1 is linked to cancer.