Our results provide comprehensive information regarding the physiological functions of MFAP5 + fibroblasts, with emphasis on their cell-to-cell crosstalk with C1QC + macrophages and other tumor-infiltrating myeloid cells. Here, MFAP5 is linked to neoplasm.