Taken together, our study sheds light on the intratumor heterogeneity mediated by the expression pattern of SPP1 and the distribution of tumor-specific SPP1+ macrophages, as well as the cancer region-specific SPP1–CD44 axis. Here, CD44 is linked to neoplasm.