> mk_genelist
$cluster1
 [1] "PRKCG"   "SOX8"    "PREX1"   "RARRES2" "B3GALT1" "GFPT2"   "SEPT3"  
 [8] "ASRGL1"  "CLDN10"  "ALPL"    "VASH2"   "FGFR4"   "WSCD1"   "ETV1"   
[15] "B3GALT5" "THY1"    "SORBS1"  "RASSF2"  "PTGIS"   "FAM65B"  "FAM184A"
[22] "SNAI1"   "TMC5"    "COL9A3"  "HSD11B2" "SLCO4A1" "SOX2"    "SLC7A3" 
[29] "LPPR3"   "CST1"    "DPEP3"   "SALL4"   "LINGO1"  "GLDC"    "FLT1"   
[36] "DPPA4"   "WNK2"    "PKDCC"   "MED12L"  "WFDC2"   "NUP210"  "LIN28A" 
[43] "KIF1A"   "MSI1"    "RBPMS2"  "TUBB2B"  "B3GNT7"  "IFITM1"  "PTPRZ1" 

$cluster2
 [1] "HEPHL1"    "FOXN1"     "TMEM45B"   "HOXA7"     "SLPI"      "SPRR2G"   
 [7] "KLK10"     "KRTDAP"    "SPRR2E"    "PI3"       "LGALS7"    "PNLIPRP3" 
[13] "LGALS7B"   "TYRP1"     "KLK5"      "KPRP"      "KLK11"     "SLAMF7"   
[19] "ALOX12B"   "CRCT1"     "CALML3"    "DCT"       "FLG2"      "SDR16C5"  
[25] "PTK6"      "RHBDL2"    "HOXC10"    "WFDC5"     "PRSS3"     "DKK1"     
[31] "HOXA9"     "GNA15"     "CWH43"     "ADIRF"     "FOXQ1"     "CASP1"    
[37] "KRT6B"     "KRT6C"     "SPRR1A"    "RAET1E"    "FAM83C"    "RAET1G"   
[43] "HOXC11"    "FOLR3"     "SULT1E1"   "FLG"       "IGFL1"     "TRIM4"    
[49] "XG"        "TSLP"      "HIST1H3C"  "CDHR1"     "FLJ27365"  "DSC1"     
[55] "POF1B"     "TM4SF1"    "KRT1"      "OAS2"      "SPRR2D"    "SBSN"     
[61] "ALOX15B"   "LY6D"      "ADRB2"     "EREG"      "NCF2"      "RNASE7"   
[67] "CAPNS2"    "ABCC3"     "IL1RN"     "DUOXA1"    "SERPINB13" "GALNT5"   
[73] "IL1B"      "IL12RB2"   "AREG"      "PLCH2"     "IVL"       "FGFBP1"   
[79] "GPNMB"     "PKP1"      "CA12"      "THBS2"    

$cluster3
 [1] "ZDHHC22"      "PRDM14"       "SYT2"         "ATP1B2"       "TNFRSF8"     
 [6] "SOX3"         "CAMKV"        "NANOG"        "FGF19"        "HES3"        
[11] "PRAC1"        "RP11-297M9.1" "LECT1"        "FOXD3"        "GBX2"        
[16] "VENTX"        "CACNG7"       "VRTN"         "SP8"          "ONECUT1"     
[21] "SIX3"         "ZIC3"         "ZIC5"         "ZIC2"         "TDGF1"       
[26] "LCK"          "OTX2"         "POU5F1"       "CALB1"        "NETO1"       
[31] "PAX5"         "NRG3"         "HHLA1"        "IGSF21"       "GDF3"        
[36] "CHST9"        "PPP1R1B"      "FOXB1"        "POU5F1B"      "NKAIN1"      
[41] "FAM124A"      "GPM6B"        "UNC13A"       "NEFM"         "GRID2"       
[46] "CRABP1"       "CRMP1"        "NELL2"        "SYT6"         "IGLON5"      
[51] "SCGB3A2"      "DPPA2"        "NTS"          "NMRK2"        "RPRM"        
[56] "ZSCAN10"      "UTF1"         "PLP1"         "BEX1"         "KIF5C"       
[61] "PCYT1B"       "NMU"          "TMEM132B"     "IFITM2"       "FAM155B"     
[66] "LRAT"         "TMEM246"      "SSR4"         "MMP25"        "FOXH1"       
[71] "SFRP2"        "MMP24"        "MT1G"        

$cluster4
  [1] "PPP1R14C" "GJB3"     "EHF"      "SAMD9"    "EPGN"     "SERPINB2"
  [7] "WNT10A"   "MPZL2"    "SCEL"     "DAPP1"    "ERAP2"    "NT5E"    
 [13] "CPA4"     "KCNJ15"   "IGFL2"    "GPR115"   "GBP3"     "FAM198B" 
 [19] "SGMS2"    "THBD"     "NTN4"     "UPK1B"    "PTHLH"    "VDR"     
 [25] "MISP"     "EVPL"     "ARHGEF28" "GJB5"     "IL1A"     "MALL"    
 [31] "ZBED2"    "S100A8"   "CYP1A1"   "CDKN2A"   "MSRB3"    "GJB6"    
 [37] "INPP4B"   "MICALCL"  "NIPAL4"   "CLCA2"    "SERPINB7" "KRT15"   
 [43] "KLK7"     "IL18"     "CDH13"    "OAS3"     "DSG1"     "CYP24A1" 
 [49] "ALOX5AP"  "GLIPR1"   "KRT13"    "C5orf46"  "PDCD1LG2" "LOX"     
 [55] "ADRA1B"   "EMP1"     "SP100"    "CDKN2B"   "GPR87"    "ABCA12"  
 [61] "FXYD3"    "SH3RF2"   "LURAP1L"  "CASP4"    "EPSTI1"   "KRT80"   
 [67] "PLAC8"    "SLITRK6"  "FLI1"     "NTRK2"    "OLR1"     "ITGB6"   
 [73] "S100A9"   "CST6"     "PTGS2"    "CPT1A"    "GFOD1"    "NFIX"    
 [79] "AMIGO2"   "PTPRB"    "C1orf116" "TENM2"    "INHBA"    "TGFB2"   
 [85] "CCDC80"   "LTBP2"    "GJB2"     "CD109"    "AHNAK2"   "LAMA3"   
 [91] "CD44"     "DSC3"     "COL17A1"  "LAMB3"    "TRIM29"   "KRT17"   
 [97] "TNS4"     "IGFBP7"   "S100A2"   "KRT14"    "SPRR1B"   "SERPINB5"
[103] "DSG3"     "KRT16"    "CSTA"     "KRT5"     "KRT6A"   

$cluster5
 [1] "PTGES"      "AC110619.2" "ERP27"      "PSG5"       "OSR1"      
 [6] "GDF6"       "LMOD1"      "NPPB"       "LRRC32"     "HSD3B1"    
[11] "FOLR1"      "PLCXD3"     "CSF1R"      "P2RY6"      "SYTL5"     
[16] "MMP9"       "CYP11A1"    "RARB"       "WNT11"      "NR2F1"     
[21] "GADD45G"    "SLC40A1"    "CSF3R"      "C10orf10"   "HAND1"     
[26] "CCKBR"      "SLC34A2"    "COLEC12"    "CYP26A1"    "HOXB1"     
[31] "ERVW-1"     "ERVV-2"     "TNFRSF1B"   "SLC13A4"    "CYP19A1"   
[36] "PRR9"       "ERVFRD-1"   "CDH5"       "CA3"        "LRP2"      
[41] "MUC15"      "S100P"      "CD274"      "C10orf54"   "PGF"       
[46] "HOPX"       "ATP6V1C2"   "CCR7"       "GCM1"       "ERVV-1"    
[51] "MYCT1"      "GREM2"      "INSL4"      "PHOSPHO1"   "SLC22A11"  
[56] "DNMT3L"     "GPR78"      "TRPV2"      "ENDOU"      "OLFML1"    
[61] "HTRA4"      "TREML2"     "FGF18"      "TLR7"       "TREM1"     
[66] "GLDN"       "C2orf72"    "ODAM"       "MYO7A"      "NOS2"      
[71] "FABP7"      "RIPPLY3"    "CGB8"       "CGB5"       "SLN"       
[76] "ANGPT4"     "CGB"        "HLA-G"      "PTGDS"      "MSX1"      
[81] "GPR32"      "LMO2"       "LGALS16"    "MRGPRX1"    "PCDH19"    
[86] "GUCA1A"     "FNDC5"      "MAP1LC3C"   "SIGLEC6"    "INHA"      
[91] "C2orf54"    "CDX1"       "UPK2"       "C4orf26"    "C15orf48"  
[96] "SLC18A3"   

$cluster6
 [1] "MEIS2"      "GRAMD2"     "MSX2"       "HOXA1"      "ZNF750"    
 [6] "DLX3"       "CLIC3"      "HOXA3"      "PSG4"       "HOXB3"     
[11] "ACKR2"      "ARHGDIB"    "LCP1"       "GREB1L"     "ANKRD1"    
[16] "C8orf4"     "WNT6"       "VTCN1"      "KANK4"      "VGLL1"     
[21] "TGM2"       "COL3A1"     "FBN1"       "OXTR"       "NDRG1"     
[26] "FAT2"       "TP63"       "S100A14"    "PKP3"       "BNC1"      
[31] "IFI16"      "CXCL14"     "FILIP1L"    "TMEM40"     "ST6GALNAC2"
[36] "CAV2"       "SNAI2"      "LAMP3"      "NUPR1"      "ANXA1"     
[41] "TACSTD2"    "TFAP2A"     "NR2F2"      "MYOF"       "SERPINE1"  
[46] "GPR56"      "TIMP3"      "GATA3"      "KRT7"       "AMOT"      
[51] "MUC16"      "IGFBP3"     "GPRC5A"     "THBS1"      "LAMC2"     
[56] "ITGB4"      "IGF2"       "IGFBP5"     "FN1"       

$cluster7
 [1] "PRTG"     "CAPN6"    "PTN"      "GATA2"    "HAPLN1"   "FOXO6"   
 [7] "GABRP"    "SCUBE3"   "ENPEP"    "CGA"      "SERPINB9" "STS"     
[13] "CDKN1C"   "SLC7A2"   "SP6"      "SOX11"    "LIN28B"   "IQGAP2"  
[19] "RPS4Y1"   "DDX3Y"    "UCHL1"    "NNAT"     "TRIM71"   "CNTNAP2" 
[25] "MXRA8"    "SLCO2A1"  "SPP1"     "CACNG4"   "EMILIN2"  "SEMA6A"  
[31] "PODXL"    "IGF2BP1"  "CLDN6"    "KRT19"   

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