Interestingly, common interactions were observed between myeloid cells and epithelial cells, with the most frequent ligand-receptor pair HBEGF_CD44 (Fig. 6a, Additional file 1: Figure S25), of which dysregulations were involved in tumor and metastasis initiation [49]. Here, CD44 is linked to neoplasm.