Bioinformatics analysis of 43 tumor samples from 14 HCC patients and 14 adjacent control tissues revealed that SPP1+ APOC1+ TAMs highly co-localize with CAFs, and SPP1 binds to ITGF1 secreted by CAFs, collectively remodeling the tumor immune microenvironment. The gene discussed is SPP1; the disease is neoplasm.