> mk_genelist
$cluster1
 [1] "PI3"       "SPRR2E"    "LGALS7"    "PTK6"      "HOXC10"    "PNLIPRP3"
 [7] "KLK11"     "PRSS3"     "TYRP1"     "LGALS7B"   "KLK5"      "SPRR1A"
[13] "SLPI"      "FLG"       "KRTDAP"    "LY6D"      "HEPHL1"    "HOXA9"
[19] "SPRR2G"    "CWH43"     "FAM83C"    "ALOX15B"   "CDHR1"     "HIST1H3C"
[25] "FLJ27365"  "KLK10"     "PLA2G4F"   "DSC1"      "SPRR2D"    "SBSN"
[31] "IL18"      "KLK7"      "PKP1"      "FGFBP1"    "EVPL"      "POF1B"
[37] "TM4SF1"    "CAPNS2"    "ADRB2"     "S100A8"    "SPRR1B"    "DSG1"
[43] "KRT1"      "RNASE7"    "IL1B"      "CASP1"     "FOXQ1"     "ABCC3"
[49] "DKK1"      "IL1RN"     "SERPINB13" "IVL"       "KRT6B"     "KRT6C"
[55] "IFI44L"    "RSAD2"     "XAF1"      "OAS2"      "IFI44"     "EDA2R"
[61] "OASL"

$cluster2
  [1] "SCG3"         "GRID2"        "PALM3"        "KCNQ2"        "B3GALT1"
  [6] "IGLON5"       "UGT3A2"       "SYT6"         "ADAMTS16"     "ASRGL1"
 [11] "DPYSL5"       "PREX1"        "SOX8"         "RARRES2"      "PRKCG"
 [16] "SCGB3A2"      "DPPA2"        "NTS"          "NMRK2"        "RPRM"
 [21] "CPXM1"        "MATK"         "FOXA3"        "FAM124A"      "USP44"
 [26] "VASH2"        "GPM6B"        "POU5F1B"      "NKAIN1"       "BEND4"
 [31] "PREX2"        "RASL11B"      "FGFR4"        "PCYT1B"       "TEX15"
 [36] "TOX3"         "NMU"          "PLP1"         "BEX1"         "KIF5C"
 [41] "SLC7A3"       "ZSCAN10"      "UTF1"         "SYT2"         "ATP1B2"
 [46] "TNFRSF8"      "ZDHHC22"      "NANOG"        "PRDM14"       "SOX3"
 [51] "GPR50"        "CAMKV"        "HES3"         "SP8"          "VRTN"
 [56] "VENTX"        "CACNG7"       "NODAL"        "ONECUT1"      "CHST9"
 [61] "TIMP4"        "IGSF21"       "GDF3"         "OC90"         "HHLA1"
 [66] "NKX1-2"       "TOX2"         "JPH4"         "TNFSF11"      "RGS7BP"
 [71] "CHST8"        "OTX2"         "C9orf135"     "RP11-297M9.1" "HRH3"
 [76] "OLIG3"        "SHISA3"       "PRAC1"        "SIX3"         "TCEAL2"
 [81] "POU5F1"       "SSR4"         "IFNL1"        "ATCAY"        "LCK"
 [86] "CALB1"        "NETO1"        "NPTX2"        "FEZF1"        "FOXD3"
 [91] "FGF19"        "GBX2"         "CNTFR"        "LECT1"        "ABHD12B"
 [96] "ZIC3"         "ZIC5"         "TDGF1"        "ZIC2"         "ADCY2"
[101] "UNC13A"       "VSNL1"        "KDR"          "GLB1L3"       "TMEM132B"
[106] "NEFM"         "CRABP1"       "CRMP1"        "NELL2"        "RBFOX3"
[111] "PPP1R1B"      "PAX5"         "FOXB1"        "MMP25"        "FOXH1"
[116] "MT1H"         "SFRP2"        "MMP24"        "LRAT"         "TMEM246"
[121] "THBS2"        "IFITM2"       "FAM155B"

$cluster3
  [1] "SCEL"          "ERAP2"         "PPP1R14C"      "NIPAL4"
  [5] "SERPINB2"      "CLCA2"         "SERPINB7"      "KRT15"
  [9] "GJB6"          "MALL"          "WNT10A"        "IGFL2"
 [13] "HLA-B"         "C15orf52"      "RUNX2"         "CDKN2A"
 [17] "IL1A"          "GJB5"          "FAM83A"        "NCF2"
 [21] "EREG"          "AREG"          "KLHDC7B"       "NT5E"
 [25] "DAPP1"         "MPZL2"         "GJB3"          "EPGN"
 [29] "ZBED2"         "EHF"           "FAM198B"       "GPR115"
 [33] "GBP3"          "CPA4"          "KCNJ15"        "PLAC8"
 [37] "SLITRK6"       "FLI1"          "ACTG2"         "GLIPR1"
 [41] "PTGS2"         "PTHLH"         "CYP1A1"        "C5orf46"
 [45] "PDCD1LG2"      "ALOX5AP"       "SRPX2"         "ITGB3"
 [49] "GBP1"          "C4orf26"       "ADRA1B"        "KRT13"
 [53] "CYP24A1"       "CD109"         "NFIX"          "AMIGO2"
 [57] "NTN4"          "SAMD9"         "MARCH4"        "LOX"
 [61] "UPK1B"         "PAPPA"         "PTPRB"         "OAS3"
 [65] "OAS1"          "MX1"           "IFIT3"         "IFIT2"
 [69] "RP11-553A10.1" "EMP1"          "SP100"         "CDKN2B"
 [73] "GPR87"         "TMEM40"        "SH3RF2"        "CST6"
 [77] "EPSTI1"        "CASP4"         "LURAP1L"       "INPP4B"
 [81] "MICALCL"       "ALOXE3"        "WNT7A"         "KRT80"
 [85] "FXYD3"         "ABCA12"        "S100A9"        "TENM2"
 [89] "TGFB2"         "THBD"          "SGMS2"         "GJB2"
 [93] "CLIP4"         "DSC3"          "TRIM29"        "LAMB3"
 [97] "KRT17"         "S100A2"        "KRT14"         "SERPINB5"
[101] "ARHGEF28"      "VDR"           "GPNMB"         "KRT16"
[105] "DSG3"          "CSTA"          "KRT6A"         "KRT5"

$cluster4
 [1] "SERPINE1" "MYOF"     "ANXA1"    "IGFBP3"   "GPRC5A"   "TFAP2A"
 [7] "NR2F2"    "TACSTD2"  "GPR56"    "PKP3"     "BNC1"     "NDRG1"
[13] "IFI16"    "LAMP3"    "S100A14"  "TP63"     "FAT2"     "SNAI2"
[19] "FILIP1L"  "TGM2"     "SLCO2A1"  "LCP1"     "CTGF"     "CD44"
[25] "AHNAK2"   "LAMA3"    "COL17A1"  "TNS4"     "LTBP2"    "INHBA"
[31] "ITGB6"    "IGFBP7"   "FBN1"     "TIMP3"    "GATA3"    "IGFBP5"
[37] "KRT7"     "IGF2"     "KRT19"    "MUC16"    "ITGB4"    "LAMC2"
[43] "THBS1"    "FN1"

$cluster5
 [1] "CGB8"     "CGB5"     "GPR32"    "ANGPT4"   "SLN"      "INSL4"
 [7] "PHOSPHO1" "SLC22A11" "DNMT3L"   "GPR78"    "CDX1"     "ENDOU"
[13] "TLR7"     "OLFML1"   "HTRA4"    "MAP1LC3C" "CCR7"     "GCM1"
[19] "GREM2"    "LGALS16"  "MRGPRX1"  "C2orf72"  "ODAM"     "NR2F1"
[25] "MSX1"     "SNAI1"    "NRXN2"    "CLDN10"   "TMC5"     "RIPPLY3"
[31] "FGF18"    "FABP7"    "CST1"     "TMSB4Y"   "ERVV-1"   "MYCT1"
[37] "TRPV2"    "TREML2"   "CYP11A1"  "TNFRSF1B" "ERVV-2"   "PGF"
[43] "HOPX"     "PRR9"     "ERVFRD-1" "CDH5"     "CA3"      "SLC34A2"
[49] "COLEC12"  "CCKBR"    "CYP26A1"  "HOXB1"    "SLC13A4"  "CYP19A1"
[55] "ERVW-1"   "C15orf48"

$cluster6
 [1] "FLT1"     "GLDC"     "SALL4"    "CKB"      "DPPA4"    "LIN28A"
 [7] "ETV1"     "B3GALT5"  "THY1"     "SORBS1"   "B3GNT7"   "ALPL"
[13] "SOX2"     "WNK2"     "LINGO1"   "COL9A3"   "GFPT2"    "PKDCC"
[19] "LPPR3"    "SLCO4A1"  "HSD11B2"  "GRIA4"    "RASSF2"   "PTGIS"
[25] "FAM65B"   "MT1G"     "NR5A2"    "PTPRZ1"   "CHCHD2"   "FREM2"
[31] "IGDCC3"   "IQGAP2"   "SERPINB9" "CDKN1C"   "WFDC2"    "PTN"
[37] "HAPLN1"   "RBPMS2"   "TUBB2B"   "KIF1A"    "NNAT"     "PODXL"
[43] "CLDN6"    "UCHL1"    "SPP1"     "DNMT3B"   "TRIM71"   "SEMA6A"
[49] "IFITM1"   "IFIT1"

$cluster7
 [1] "ANKRD1"   "C8orf4"   "ARHGDIB"  "COL3A1"   "OLR1"     "PTGES"
 [7] "WNT6"     "MMP9"     "KANK4"    "VGLL1"    "ENPEP"    "VTCN1"
[13] "C10orf10" "HAND1"    "ERP27"    "FOLR1"    "CSF1R"    "P2RY6"
[19] "OSR1"     "NPPB"     "HSD3B1"   "PLCXD3"   "SIGLEC6"  "GDF6"
[25] "LMOD1"    "UPK2"     "RARB"     "TFAP2B"   "MEIS2"    "MSX2"
[31] "CLIC3"    "HOXA3"    "CD274"    "ACKR2"    "PSG4"     "SLC30A4"
[37] "HOXA1"    "ZNF750"   "MUC15"    "S100P"    "SP6"      "CXCL14"
[43] "NUPR1"    "SLC40A1"  "CSF3R"    "LRP2"     "CGA"      "MXRA8"
[49] "GATA2"    "PRTG"     "NLGN4Y"   "KDM5D"    "EIF1AY"   "UTY"
[55] "ZFY"      "DDX3Y"    "USP9Y"    "RPS4Y1"