Our data provide an insight into stromal-derived microenvironmental cues that interact with cancer cells, and identify CXCR7 signaling as an important cancer cell growth-promoting factor and that tumor tissue expression level is an unfavorable prognostic marker in breast and several other cancer types. Here, ACKR3 is linked to neoplasm.