Paralleling previous reports, our study demonstrated that CCL2 acts to bridge tumor cells with TAMs-associated immune response rather than directly impact ESCC markers (Supplementary Figure S5) in the tissue microenvironment during esophageal carcinogenesis. Here, CCL2 is linked to esophageal squamous cell carcinoma.