Yang et al. demonstrated that fibroblast-derived collagen I promotes radioresistance in ESCC by enhancing DNA damage repair in tumor cells and inducing a CXCL1–CXCR2 paracrine loop that further activates cancer-associated fibroblasts [35]. Here, CXCL1 is linked to neoplasm.