SignatureGenes
AngiogenesisVEGFA, VEGFB, VEGFC, PDGFC, CXCL8, CXCR2, FLT1, PGF, CXCL5, KDR, ANGPT1, ANGPT2, TEK, VWF, CDH5
ApoptosisNACC2, SUDS3, TNFRSF12A, HPGD, PYCARD, YWHAE, USP17L24, UNC5C, TNFSF15, CDK19, PRMT2, NDUFA13, MCL1, BCL2L1, BAX, IFT57, CCL5, CCL2, CD274, ARHGEF12, PPID, EIF2AK3, WWOX, RPL26, CAV1, HDAC4, TLR3, HRG, SOD2, LGALS16, GZMA, YWHAQ, LATS2, CASP1, IL12B, IL12A, NUPR1, FGD4, ENDOG, PRDM11, PLCG1, DIABLO, BTG1, PRKDC, MMP9, PTPRC, RHOA, TCTN3, UACA, PLAUR, CALHM2, CAMK1D …
Cancer-associated fibroblastsCOL1A1, COL1A2, COL5A1, ACTA2, FGF2, FAP, LRP1, CD248, COL6A1, COL6A2, COL6A3, CXCL12, FBLN1, LUM, MFAP5, MMP3, MMP2, PDGFRB, PDGFRA
Chemokine activityC5, CCL1, CCL11, CCL13, CCL14, CCL15, CCL16, CCL17, CCL18, CCL19, CCL2, CCL20, CCL21, CCL22, CCL23, CCL24, CCL25, CCL26, CCL27, CCL28, CCL3, CCL3L1, CCL4, CCL4L1, CCL5, CCL7, CCL8, CKLF, CX3CL1, CXCL1, CXCL10, CXCL11, CXCL12, CXCL13, CXCL14, CXCL16, CXCL2, CXCL3, CXCL5, CXCL6, CXCL8, CXCL9, GPR15L, PF4, PF4V1, PPBP, XCL1, XCL2
Co-activation moleculesCD28, CD40, TNFRSF4, ICOS, TNFRSF9, CD27, CD80, CD86, CD40LG, CD83, TNFSF4, ICOSLG, TNFSF9, CD70
effector memory scorePRF1, IFNG, CCL4, HLA-DQA1, GZMK, GZMA, GZMH, CD44, DUSP2, KLRB1, KLRD1 and CTSW
exhaustion scoreCXCL13, HAVCR2, PDCD1, TIGIT, LAG3, CTLA4, LAYN, RBPJ, VCAM1, GZMB, TOX and MYO7A
immune inhibitoryFOXP3, PTGS2, TNFSF14, S100A9, LILRB3, S100A8, CLEC4A, IGF2, ARG1, TNFRSF18, LAIR1, CD33, TNFRSF14, CD47, CLEC12A, HAVCR2, PDCD1LG2, CD300LF, SIRPA, CD276, LILRB2, LAG3, PILRA, SIGLEC5, IL10, LILRB1, FCER2, NT5E, SIGLEC9, LILRA5, SIGLEC15, TGFB2, LILRA1, C10orf54, SELPLG, FCGR2B, CD274, CTLA4, TIGIT, PVR, CD244, CD200, PDCD1, CD300LB
inflammatory responseAcp5, Aif1, Apoe, C1qa, C3ar1, C6, Cd68, Cd81, Cebpa, Ccr5, Csf1r, Ctsc, Ctss, Cx3cr1, Cybb, Dnase1l3, Ecm1, Fcgr1, Fcgr2b, Grn, Cxcl1, Igf1, Itgav, Lrp1, Ly86, Pld3, Ptgs1, Ccl12, Ccl8, Axl, Aoah, Tcirg1, Pf4, Ndufc2, Abhd12, Trem2, Pld4, Stab1, Lacc1, Lilra5, Tlr12, Cd86, Cd74, Lamp1, Mef2c, Mmp2, Unc93b1, Cadm1, Rab7b, Scimp, Calr, Nrp1, P2rx4, Lgmn, Sash1, Cyba, Fn1, Hmox1, Lipa, Lpl, Mif, Sirpa, Ccl9, Prdx2, Ppbp, Arg1, Cxcl14, Cd36, Mmp12
Phagocytosis geneC3ar1, Calr, Ctsl, Ctss, Cyba, Cybb, Fcgr1, Fcgr2b, H2-Aa, H2-Ab1, H2-Eb1, H2-DMa, H2-DMb1, Itgb5, Lamp1, Msr1, Rab7b, Canx, H2-K1, H2-M2, Itgav, Mrc1, Tcirg1, Fcgr4, Cd36, Tubb5, Atp6v0d2

Ref1,2


  1. Xue, R., Zhang, Q., Cao, Q. et al. Liver tumour immune microenvironment subtypes and neutrophil heterogeneity. Nature 612, 141–147 (2022). https://doi.org/10.1038/s41586-022-05400-x ↩︎

  2. Huang, C., Wang, X., Wang, Y. et al. Sirpα on tumor-associated myeloid cells restrains antitumor immunity in colorectal cancer independent of its interaction with CD47. Nat Cancer 5, 500–516 (2024). https://doi.org/10.1038/s43018-023-00691-z ↩︎