We found that in tumor tissues, FAP+ and MFAP5+ fibroblasts have most communication pathways with TAMs (Supplementary Figure S8), suggesting that FAP+ and MFAP5+ fibroblasts play an important regulatory role within the TME. Here, FAP is linked to neoplasm.