Furthermore, the results of DEGs and HALLMARK GSEA analysis showed that the FAP high expression was significantly correlated with EMT, cell junction, IL-6/STAT3, and TGF-β signaling pathway and chemokine releasing, which further suggests its immune suppressive role and close interaction with tumor (Fig. 1d–e). Here, TGFB1 is linked to neoplasm.