Obtain gene signatures implemented in hacksig as a named list of gene symbols.
Arguments
- keywords
A character vector indicating keywords for a group of signatures. The default (
"all") will cause the function to check for all the signatures implemented inhacksig.
See also
get_sig_info() to get valid keywords for signatures.
Examples
get_sig_genes()
#> $ayers2017_immexp
#> [1] "CCL5" "CD2" "CD3D" "CD3E" "CIITA" "CXCL10" "CXCL13"
#> [8] "CXCR6" "GZMB" "GZMK" "HLA-DRA" "HLA-E" "IDO1" "IL2RG"
#> [15] "LAG3" "NKG7" "STAT1" "TAGAP"
#>
#> $bai2019_immune
#> [1] "BATF" "CCL11" "CCR4" "CCR7" "CD27" "CD79B" "CMA1"
#> [8] "CNR2" "CTLA4" "CTSG" "GZMM" "IL16" "IL19" "MASP1"
#> [15] "PGLYRP4" "SAA1" "TNFAIP3" "TREML1"
#>
#> $cinsarc
#> [1] "ANLN" "ASPM" "AURKA" "AURKB" "BIRC5" "BORA"
#> [7] "BUB1" "BUB1B" "CCNA2" "CCNB1" "CCNB2" "CDC20"
#> [13] "CDC45" "CDC6" "CDC7" "CDCA2" "CDCA3" "CDCA8"
#> [19] "CDK1" "CENPA" "CENPE" "CENPL" "CEP55" "CHEK1"
#> [25] "CKAP5" "CKS2" "ECT2" "ESPL1" "FANCI" "FBXO5"
#> [31] "FOXM1" "H2AX" "HP1BP3" "KIF11" "KIF14" "KIF15"
#> [37] "KIF18A" "KIF20A" "KIF23" "KIF2C" "KIF4A" "MAD2L1"
#> [43] "MCM2" "MCM7" "MELK" "NCAPH" "NDE1" "NEK2"
#> [49] "NUF2" "OIP5" "PBK" "PLK4" "PRC1" "PTTG1"
#> [55] "RAD51AP1" "RNASEH2A" "RRM2" "SGO2" "SMC2" "SPAG5"
#> [61] "SPC25" "TOP2A" "TPX2" "TRIP13" "TTK" "UBE2C"
#> [67] "ZWINT"
#>
#> $dececco2014_int172
#> [1] "ABI2" "ACSL3" "AKNA" "ALS2" "AMPD3"
#> [6] "AP3D1" "ARHGAP30" "ARHGEF40" "ARMCX1" "ARMCX4"
#> [11] "B4GAT1" "BBS9" "BCL2L1" "BEX3" "BOD1"
#> [16] "C11orf49" "CACTIN" "CADM1" "CAMLG" "CARMIL2"
#> [21] "CARS2" "CCDC43" "CD101" "CD200R1" "CD6"
#> [26] "CD84" "CENPBD1" "CFDP1" "CHSY3" "CKAP4"
#> [31] "COPS8" "COX6B2" "CPNE9" "CXCR3" "DAPK3"
#> [36] "DMTN" "DOC2B" "DYRK4" "EFNB3" "EHMT1"
#> [41] "EXTL2" "FAM20C" "FAM53C" "FASTKD2" "FGD2"
#> [46] "FIBCD1" "FLI1" "FLOT2" "FLT3LG" "FOXP3"
#> [51] "FSTL1" "FXYD2" "GBP4" "GCH1" "GNA13"
#> [56] "GNG8" "GPRASP2" "GRK2" "GVINP1" "GZF1"
#> [61] "HS3ST4" "HTRA3" "IFI16" "ILKAP" "IQGAP1"
#> [66] "ITGB5" "JAM3" "KCNE5" "KEL" "KIR2DL4"
#> [71] "KIR2DS2" "KITLG" "KLRC2" "LAMB1" "LAMC1"
#> [76] "LDLRAD3" "LILRA6" "LIMK1" "LMAN2L" "LOC153684"
#> [81] "LSP1P5" "LYZ" "METTL7B" "MRFAP1" "MUC16"
#> [86] "MYH10" "NADK" "NAP1L5" "NCL" "NLN"
#> [91] "NLRC5" "NPIPB5" "NPR1" "NUDT9" "PALM2AKAP2"
#> [96] "PCGF2" "PDE6D" "PDHX" "PGBD1" "PHC1"
#> [101] "PHETA2" "PLEKHM3" "PMM1" "POFUT1" "POGLUT2"
#> [106] "PRF1" "PRKD1" "PSD4" "PTK2B" "PTX3"
#> [111] "PXDN" "RAP2B" "RASSF5" "RASSF8" "RCN1"
#> [116] "RESF1" "RETREG2" "RHOF" "RNF24" "RSPH6A"
#> [121] "SCFD2" "SH3RF3" "SLC15A1" "SLC22A17" "SLC37A3"
#> [126] "SLFN5" "SMARCA1" "SNCG" "SNX20" "SNX21"
#> [131] "SNX29P2" "SORBS1" "SPATS2L" "SPI1" "SPOCK1"
#> [136] "SPRY1" "SRPRA" "ST6GALNAC4" "ST7-AS1" "ST8SIA2"
#> [141] "STAU1" "STBD1" "STK25" "SV2A" "SYNGR3"
#> [146] "SYNJ1" "TBC1D20" "TCEAL4" "TCEAL9" "THUMPD2"
#> [151] "TIGD7" "TLR6" "TLR8" "TMC8" "TMCO1-AS1"
#> [156] "TMEM128" "TMEM259" "TNFAIP8" "TNN" "TPST1"
#> [161] "TRAM1L1" "TREML2" "UBAC2" "UBXN6" "USP13"
#> [166] "USP40" "VASP" "VAT1" "VPS26C" "XKR6"
#> [171] "ZC3H12B" "ZDHHC9"
#>
#> $eschrich2009_rsi
#> [1] "ABL1" "AR" "HDAC1" "IRF1" "JUN" "PAK2" "PRKCB" "RELA" "STAT1"
#> [10] "SUMO1"
#>
#> $estimate_immune
#> [1] "ADAM8" "ADCY7" "ALOX5AP" "AOAH" "ARHGAP15" "ARHGDIB"
#> [7] "ARHGEF6" "BCL2A1" "BIN2" "CASP1" "CCDC69" "CCL5"
#> [13] "CCR7" "CD2" "CD247" "CD27" "CD300A" "CD302"
#> [19] "CD37" "CD3D" "CD48" "CD52" "CD53" "CD69"
#> [25] "CD74" "CLEC2B" "CLEC4A" "CORO1A" "CST7" "CSTA"
#> [31] "CTSS" "CYBB" "DOCK2" "EMP3" "EVI2B" "FCER1G"
#> [37] "FGL2" "FGR" "FLI1" "FYB1" "GBP1" "GBP2"
#> [43] "GIMAP4" "GIMAP6" "GLRX" "GMFG" "GMIP" "GNLY"
#> [49] "GPR65" "GZMB" "GZMH" "GZMK" "HCK" "HCLS1"
#> [55] "HLA-B" "HLA-DMA" "HLA-DPA1" "HLA-DPB1" "HLA-DRA" "HLA-E"
#> [61] "HLA-F" "HLA-G" "IFI30" "IKZF1" "IL10RA" "IL18RAP"
#> [67] "IL2RB" "IL2RG" "IL32" "IL4R" "IL7R" "IRF8"
#> [73] "ITGA4" "ITGAL" "ITGB2" "ITK" "KLRB1" "KLRK1"
#> [79] "LAIR1" "LAPTM5" "LCK" "LCP2" "LGALS9" "LILRB1"
#> [85] "LILRB2" "LPXN" "LSP1" "LST1" "LTB" "LY96"
#> [91] "LYZ" "MAFB" "MFSD1" "MICAL1" "MNDA" "MSN"
#> [97] "MYO1F" "NCF2" "NCF4" "NCKAP1L" "NFKBIA" "NKG7"
#> [103] "P2RY14" "PLEK" "PRF1" "PSTPIP1" "PTGER2" "PTGER4"
#> [109] "PTPRC" "PTPRCAP" "PTPRE" "PVRIG" "RAB27A" "RABGAP1L"
#> [115] "RAC2" "RASSF2" "RGS1" "RHOG" "RHOH" "RNASE6"
#> [121] "S100A8" "S100A9" "SAMHD1" "SELL" "SELPLG" "SH2B3"
#> [127] "SLA" "SRGN" "TAP1" "TCIRG1" "TGFB1" "TNFAIP3"
#> [133] "TNFRSF1B" "TPP1" "TPST2" "TRAF3IP3" "TYROBP" "VAV1"
#> [139] "VNN2" "WIPF1" "ZAP70"
#>
#> $estimate_stromal
#> [1] "ABCA6" "ACTG2" "ADAM12" "ADAMTS5" "ADGRA2" "AIF1"
#> [7] "AOC3" "APBB1IP" "ARHGAP28" "ASPN" "ATP8B4" "BGN"
#> [13] "BTK" "C1QA" "C1QB" "C3AR1" "CCN4" "CCR1"
#> [19] "CD14" "CD163" "CD200" "CD248" "CD33" "CD86"
#> [25] "CD93" "CDH5" "CH25H" "CILP" "CLEC7A" "COL10A1"
#> [31] "COL14A1" "COL15A1" "COL1A2" "COL3A1" "COL5A3" "COL6A3"
#> [37] "COL8A2" "COMP" "COX7A1" "CSF1R" "CXCL12" "CXCL14"
#> [43] "CXCL9" "DCN" "DDR2" "DIO2" "ECM2" "EDIL3"
#> [49] "EDNRA" "EGFL6" "EMCN" "ENPEP" "ENPP2" "ERG"
#> [55] "F13A1" "FAP" "FASLG" "FBLN2" "FCGR2A" "FCGR2B"
#> [61] "FMO1" "FOXF1" "FPR1" "FRZB" "GIMAP5" "GREM1"
#> [67] "HDC" "HEPH" "HGF" "IGF1" "IGSF6" "IL18R1"
#> [73] "IL1B" "ISLR" "ITGAM" "ITGBL1" "ITIH3" "ITIH5"
#> [79] "ITM2A" "KCNJ8" "KDR" "LDB2" "LMOD1" "LRRC15"
#> [85] "LRRC32" "LUM" "LY86" "MAF" "MFAP5" "MMP3"
#> [91] "MS4A4A" "MS4A6A" "MSR1" "MXRA5" "NME8" "NOX4"
#> [97] "OLFML1" "OLFML2B" "PAPPA" "PCDH12" "PDE2A" "PDGFRB"
#> [103] "PIK3R5" "PLPPR4" "PLXDC1" "PLXNC1" "PRKG1" "PTGER3"
#> [109] "PTGIS" "RAMP3" "RARRES2" "RASGRP3" "RGS4" "RSAD2"
#> [115] "RUNX1T1" "SAMSN1" "SCUBE2" "SERPING1" "SFRP4" "SGCD"
#> [121] "SH2D1A" "SIGLEC1" "SP140" "SPON1" "SPON2" "SULF1"
#> [127] "TCF21" "TENM4" "TFEC" "THBS2" "TLR2" "TLR7"
#> [133] "TNFSF4" "TNN" "TRAT1" "VCAM1" "VSIG4" "WNT2"
#> [139] "ZEB2" "ZFPM2" "ZNF423"
#>
#> $eustace2013_hypoxia
#> [1] "ALDOA" "ANGPTL4" "ANLN" "BNC1" "CA9" "CDKN3" "COL4A6"
#> [8] "DCBLD1" "ENO1" "FAM83B" "FOSL1" "GNAI1" "HILPDA" "KCTD11"
#> [15] "KRT17" "LDHA" "MRGBP" "MRPS17" "P4HA1" "PGAM1" "PGK1"
#> [22] "SDC1" "SLC16A1" "SLC2A1" "TPI1" "VEGFA"
#>
#> $fan2021_ferroptosis
#> [1] "ASNS" "ATG5" "AURKA" "BAP1" "BNIP3" "CISD2"
#> [7] "DRD4" "FBXW7" "FTH1" "LINC00336" "MAP1LC3A" "MAP3K5"
#> [13] "PRDX6" "SLC2A3" "SLC7A5" "SOCS1" "ZFP69B"
#>
#> $fang2021_irgs
#> [1] "ADM" "BTC" "CTLA4" "DEFB1" "DKK1" "EDNRB"
#> [7] "FAM3D" "GNRH1" "STC2" "TNFRSF12A"
#>
#> $han2021_ferroptosis
#> [1] "FTH1" "PHKG2" "TFRC"
#>
#> $he2021_ferroptosis_a
#> [1] "CDKN2A" "EIF2S1" "FTH1" "KEAP1" "MAP3K5" "SELENOS" "SLC2A3"
#>
#> $he2021_ferroptosis_b
#> [1] "ACSL3" "ATG5" "DDIT4" "MAP1LC3A" "MAP3K5" "OTUB1"
#> [7] "PRDX6" "PRKAA2" "SLC7A5" "SOCS1"
#>
#> $hu2021_derbp
#> [1] "AZGP1" "EZH2" "IGF2BP2" "MKRN3" "MRPL47" "NCBP2"
#>
#> $huang2022_ferroptosis
#> [1] "ATG5" "CDKN2A" "MAP3K5" "OTUB1" "SLC2A3" "SOCS1" "TRIB3"
#>
#> $ips_cp
#> [1] "CD27" "CD274" "CTLA4" "HAVCR2" "ICOS" "IDO1"
#> [7] "LAG3" "PDCD1" "PDCD1LG2" "TIGIT"
#>
#> $ips_ec
#> [1] "ACAP1" "ADRM1" "AHSA1" "AIM2" "APOL3" "ARHGAP10"
#> [7] "ATM" "ATP10D" "BIRC3" "BRIP1" "C1GALT1C1" "C3AR1"
#> [13] "CASP3" "CASQ1" "CAVIN2" "CCL20" "CCL4" "CCL5"
#> [19] "CCNB1" "CCR5" "CCR7" "CCT6B" "CD160" "CD300E"
#> [25] "CD37" "CD3D" "CD3E" "CD3G" "CD55" "CD69"
#> [31] "CD8A" "CETN3" "CFLAR" "CMKLR1" "CSE1L" "DAPP1"
#> [37] "DARS1" "DOCK9" "DUSP2" "ESCO2" "ETS1" "EXO1"
#> [43] "EXOC6" "EXOSC9" "EZH2" "FCRL6" "FLT3LG" "GDE1"
#> [49] "GEMIN6" "GNLY" "GPT2" "GZMA" "GZMH" "GZMK"
#> [55] "GZMM" "HAPLN3" "HLA-DMB" "HLA-DPA1" "HLA-DPB1" "IARS1"
#> [61] "IFI16" "IL2RB" "IL34" "KIF11" "KNTC1" "LCK"
#> [67] "LIME1" "LTK" "MPZL1" "NCOA4" "NEFL" "NFKBIA"
#> [73] "NKG7" "NUF2" "PDGFRL" "PIK3IP1" "PRC1" "PSAT1"
#> [79] "PTGS1" "PTRH2" "REPS1" "RGS1" "RTKN2" "SAMSN1"
#> [85] "SCG2" "SELL" "SETD7" "SIGLEC14" "SIGLEC6" "SIK1"
#> [91] "TAL1" "TFEC" "TIMM13" "TIPIN" "TPK1" "TRAT1"
#> [97] "TRIB2" "UQCRB" "USP9Y" "WIPF1" "ZAP70" "ZCRB1"
#>
#> $ips_mhc
#> [1] "B2M" "HLA-A" "HLA-B" "HLA-C" "HLA-DPA1" "HLA-DPB1"
#> [7] "HLA-E" "HLA-F" "TAP1" "TAP2"
#>
#> $ips_sc
#> [1] "CCL3L1" "CCR2" "CD14" "CD2" "CD72" "CD86" "CLEC5A"
#> [8] "CXCR4" "FCGR2A" "FCGR2B" "FCGR3A" "FERMT3" "FOXP3" "GPSM3"
#> [15] "IL18BP" "IL4R" "ITGA4" "ITGAL" "ITGAM" "L1CAM" "LIPA"
#> [22] "LRP1" "LRRC42" "MARCO" "MMP12" "MNDA" "MRC1" "MS4A6A"
#> [29] "PARVG" "PELO" "PLEK" "PRSS23" "PSAP" "PTGER2" "PTGES2"
#> [36] "PTGIR" "S100A8" "S100A9" "ST8SIA4" "STAB1"
#>
#> $li2021_ferroptosis_a
#> [1] "ACO1" "AKR1C3" "ALOX15" "ATG5" "BID" "GLS2"
#> [7] "GOT1" "MAP1LC3A" "MAP3K5" "SCO2"
#>
#> $li2021_ferroptosis_b
#> [1] "ASNS" "AURKA" "CAV1" "CDKN2A" "CISD2" "DDIT4" "EGFR" "G6PD"
#> [9] "PRKAA2" "SLC7A5" "SOCS1" "TRIB3"
#>
#> $li2021_ferroptosis_c
#> [1] "AKR1C3" "AURKA" "CAV1" "SLC7A11" "TRIB3"
#>
#> $li2021_ferroptosis_d
#> [1] "FLT3" "IL6" "KEAP1" "NQO1" "SOCS1" "TRIB3"
#>
#> $li2021_irgs
#> [1] "BMP7" "PLAUR" "PRKCQ" "PSMD2"
#>
#> $liu2020_immune
#> [1] "DKK1" "HBEGF" "INHBA" "PIK3R3" "RNASE7" "TNFRSF12A"
#>
#> $liu2021_mgs
#> [1] "CCL13" "CCR7" "CD276" "IL1B" "LYVE1" "VEGFC"
#>
#> $lohavanichbutr2013_hpvneg
#> [1] "CLEC3B" "LAMC2" "LIPI" "MYH11" "NREP" "OASL"
#> [7] "OSMR" "PLEKHA7" "SERPINE1" "SLC16A1" "THBS1" "TPPP"
#> [13] "ZDHHC11"
#>
#> $lu2020_npc
#> [1] "IGF2BP1" "IGF2BP2" "METTL3"
#>
#> $lu2021_ferroptosis
#> [1] "BNIP3" "FTH1" "SLC2A3" "TRIB3"
#>
#> $muro2016_ifng
#> [1] "CXCL10" "CXCL9" "HLA-DRA" "IDO1" "IFNG" "STAT1"
#>
#> $qiang2021_irgs
#> [1] "BLNK" "CCL26" "FPR2" "GAST" "IL34" "IRF9"
#> [7] "PLAU" "SEMA3G" "SLURP1" "STC1" "STC2" "TNFRSF12A"
#> [13] "TNFRSF25"
#>
#> $rooney2015_cyt
#> [1] "GZMA" "PRF1"
#>
#> $shan2021_ferroptosis
#> [1] "AKR1C2" "CD44" "CDO1" "CYBB" "DUOX2" "EGFR" "EPAS1"
#> [8] "FTH1" "MYB" "NOX1" "NOX3" "PROM2" "SLC7A11" "SQSTM1"
#> [15] "TP63"
#>
#> $she2020_irgs
#> [1] "AVPR2" "BTC" "CCL22" "CCR6" "CHGB" "DKK1"
#> [7] "HBEGF" "HRG" "ICOS" "IL20RA" "INHBB" "KLRK1"
#> [13] "LCNL1" "MASP1" "OLR1" "PDGFA" "PTX3" "RBP4"
#> [19] "RFXAP" "ROBO1" "RORB" "SH3BP2" "TMSB4Y" "TNFRSF18"
#> [25] "TNFRSF25" "TNFRSF4" "ULBP1"
#>
#> $si2022_npc
#> [1] "FOXO6" "LZTS2" "MAPK8IP2" "SCUBE3"
#>
#> $tang2018_npc
#> [1] "ANXA1" "CBR3" "CLASP1" "CXCL10" "DCTN1" "FNDC3B" "GRM4" "HDLBP"
#> [9] "LRIG1" "POLR2M" "WNK1" "WSB2" "YBX3"
#>
#> $wu2020_metabolic
#> [1] "ACAA1" "ACAT1" "ACOX3" "ADA" "ADH7" "ADK"
#> [7] "AGPS" "ASNS" "ATIC" "DGKQ" "DNMT1" "ENTPD1"
#> [13] "GNPDA1" "HADHB" "HEXB" "HPRT1" "KYNU" "LCLAT1"
#> [19] "MTHFD2" "NADSYN1" "PAFAH1B2" "PIP4K2A" "PLA2G2D" "PLCB3"
#> [25] "POLD2" "POLE2" "PRPS1" "PYGL" "RDH11" "SMS"
#>
#> $xu2021_ferroptosis
#> [1] "ATG5" "FTH1" "MAP3K5" "OTUB1" "PRDX6" "SOCS1"
#>
#> $zhu2021_ferroptosis
#> [1] "CA9" "NRAS" "TNFAIP3"
#>
#> $zou2020_npc
#> [1] "ACKR1" "IGHG1" "IL33" "SLC6A8"
#>
get_sig_genes("estimate")
#> $estimate_immune
#> [1] "ADAM8" "ADCY7" "ALOX5AP" "AOAH" "ARHGAP15" "ARHGDIB"
#> [7] "ARHGEF6" "BCL2A1" "BIN2" "CASP1" "CCDC69" "CCL5"
#> [13] "CCR7" "CD2" "CD247" "CD27" "CD300A" "CD302"
#> [19] "CD37" "CD3D" "CD48" "CD52" "CD53" "CD69"
#> [25] "CD74" "CLEC2B" "CLEC4A" "CORO1A" "CST7" "CSTA"
#> [31] "CTSS" "CYBB" "DOCK2" "EMP3" "EVI2B" "FCER1G"
#> [37] "FGL2" "FGR" "FLI1" "FYB1" "GBP1" "GBP2"
#> [43] "GIMAP4" "GIMAP6" "GLRX" "GMFG" "GMIP" "GNLY"
#> [49] "GPR65" "GZMB" "GZMH" "GZMK" "HCK" "HCLS1"
#> [55] "HLA-B" "HLA-DMA" "HLA-DPA1" "HLA-DPB1" "HLA-DRA" "HLA-E"
#> [61] "HLA-F" "HLA-G" "IFI30" "IKZF1" "IL10RA" "IL18RAP"
#> [67] "IL2RB" "IL2RG" "IL32" "IL4R" "IL7R" "IRF8"
#> [73] "ITGA4" "ITGAL" "ITGB2" "ITK" "KLRB1" "KLRK1"
#> [79] "LAIR1" "LAPTM5" "LCK" "LCP2" "LGALS9" "LILRB1"
#> [85] "LILRB2" "LPXN" "LSP1" "LST1" "LTB" "LY96"
#> [91] "LYZ" "MAFB" "MFSD1" "MICAL1" "MNDA" "MSN"
#> [97] "MYO1F" "NCF2" "NCF4" "NCKAP1L" "NFKBIA" "NKG7"
#> [103] "P2RY14" "PLEK" "PRF1" "PSTPIP1" "PTGER2" "PTGER4"
#> [109] "PTPRC" "PTPRCAP" "PTPRE" "PVRIG" "RAB27A" "RABGAP1L"
#> [115] "RAC2" "RASSF2" "RGS1" "RHOG" "RHOH" "RNASE6"
#> [121] "S100A8" "S100A9" "SAMHD1" "SELL" "SELPLG" "SH2B3"
#> [127] "SLA" "SRGN" "TAP1" "TCIRG1" "TGFB1" "TNFAIP3"
#> [133] "TNFRSF1B" "TPP1" "TPST2" "TRAF3IP3" "TYROBP" "VAV1"
#> [139] "VNN2" "WIPF1" "ZAP70"
#>
#> $estimate_stromal
#> [1] "ABCA6" "ACTG2" "ADAM12" "ADAMTS5" "ADGRA2" "AIF1"
#> [7] "AOC3" "APBB1IP" "ARHGAP28" "ASPN" "ATP8B4" "BGN"
#> [13] "BTK" "C1QA" "C1QB" "C3AR1" "CCN4" "CCR1"
#> [19] "CD14" "CD163" "CD200" "CD248" "CD33" "CD86"
#> [25] "CD93" "CDH5" "CH25H" "CILP" "CLEC7A" "COL10A1"
#> [31] "COL14A1" "COL15A1" "COL1A2" "COL3A1" "COL5A3" "COL6A3"
#> [37] "COL8A2" "COMP" "COX7A1" "CSF1R" "CXCL12" "CXCL14"
#> [43] "CXCL9" "DCN" "DDR2" "DIO2" "ECM2" "EDIL3"
#> [49] "EDNRA" "EGFL6" "EMCN" "ENPEP" "ENPP2" "ERG"
#> [55] "F13A1" "FAP" "FASLG" "FBLN2" "FCGR2A" "FCGR2B"
#> [61] "FMO1" "FOXF1" "FPR1" "FRZB" "GIMAP5" "GREM1"
#> [67] "HDC" "HEPH" "HGF" "IGF1" "IGSF6" "IL18R1"
#> [73] "IL1B" "ISLR" "ITGAM" "ITGBL1" "ITIH3" "ITIH5"
#> [79] "ITM2A" "KCNJ8" "KDR" "LDB2" "LMOD1" "LRRC15"
#> [85] "LRRC32" "LUM" "LY86" "MAF" "MFAP5" "MMP3"
#> [91] "MS4A4A" "MS4A6A" "MSR1" "MXRA5" "NME8" "NOX4"
#> [97] "OLFML1" "OLFML2B" "PAPPA" "PCDH12" "PDE2A" "PDGFRB"
#> [103] "PIK3R5" "PLPPR4" "PLXDC1" "PLXNC1" "PRKG1" "PTGER3"
#> [109] "PTGIS" "RAMP3" "RARRES2" "RASGRP3" "RGS4" "RSAD2"
#> [115] "RUNX1T1" "SAMSN1" "SCUBE2" "SERPING1" "SFRP4" "SGCD"
#> [121] "SH2D1A" "SIGLEC1" "SP140" "SPON1" "SPON2" "SULF1"
#> [127] "TCF21" "TENM4" "TFEC" "THBS2" "TLR2" "TLR7"
#> [133] "TNFSF4" "TNN" "TRAT1" "VCAM1" "VSIG4" "WNT2"
#> [139] "ZEB2" "ZFPM2" "ZNF423"
#>