,28,80,81 Our study confirms SPP1+ macrophages as a comprehensive marker for CRC diagnosis, disease severity assessment, and prognosis evaluation, with their number and proportion constantly increasing during CRC occurrence, progression, and metastasis, indicating a poor prognosis (Fig. 8C). Here, SPP1 is linked to colorectal carcinoma.