README.md

---
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  - name: cn_MGAM
    dtype: int64
  - name: cn_PRSS1
    dtype: int64
  - name: cn_PIP
    dtype: int64
  - name: cn_CNTNAP2
    dtype: int64
  - name: cn_KCNH2
    dtype: int64
  - name: cn_WDR86
    dtype: int64
  - name: cn_DPP6
    dtype: int64
  - name: cn_EN2
    dtype: int64
  - name: cn_MNX1
    dtype: int64
  - name: cn_PTPRN2
    dtype: int64
  - name: cn_VIPR2
    dtype: int64
  - name: cn_CSMD1
    dtype: int64
  - name: cn_DEFB1
    dtype: int64
  - name: cn_BLK
    dtype: int64
  - name: cn_GATA4
    dtype: int64
  - name: cn_SLC7A2
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  - name: cn_FGL1
    dtype: int64
  - name: cn_NAT1
    dtype: int64
  - name: cn_LPL
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  - name: cn_NPM2
    dtype: int64
  - name: cn_HR
    dtype: int64
  - name: cn_EGR3
    dtype: int64
  - name: cn_PEBP4
    dtype: int64
  - name: cn_ADAMDEC1
    dtype: int64
  - name: cn_NEFL
    dtype: int64
  - name: cn_SCARA5
    dtype: int64
  - name: cn_NRG1
    dtype: int64
  - name: cn_ADAM32
    dtype: int64
  - name: cn_IDO1
    dtype: int64
  - name: cn_C8orf4
    dtype: int64
  - name: cn_ZMAT4
    dtype: int64
  - name: cn_SFRP1
    dtype: int64
  - name: cn_ANK1
    dtype: int64
  - name: cn_EFCAB1
    dtype: int64
  - name: cn_PXDNL
    dtype: int64
  - name: cn_OPRK1
    dtype: int64
  - name: cn_RP1
    dtype: int64
  - name: cn_SDR16C5
    dtype: int64
  - name: cn_PENK
    dtype: int64
  - name: cn_CA8
    dtype: int64
  - name: cn_TRIM55
    dtype: int64
  - name: cn_C8orf46
    dtype: int64
  - name: cn_CPA6
    dtype: int64
  - name: cn_PREX2
    dtype: int64
  - name: cn_C8orf34
    dtype: int64
  - name: cn_XKR9
    dtype: int64
  - name: cn_EYA1
    dtype: int64
  - name: cn_TRPA1
    dtype: int64
  - name: cn_PI15
    dtype: int64
  - name: cn_CRISPLD1
    dtype: int64
  - name: cn_HNF4G
    dtype: int64
  - name: cn_PKIA
    dtype: int64
  - name: cn_FABP4
    dtype: int64
  - name: cn_CA3
    dtype: int64
  - name: cn_CA2
    dtype: int64
  - name: cn_ATP6V0D2
    dtype: int64
  - name: cn_MATN2
    dtype: int64
  - name: cn_C8orf47
    dtype: int64
  - name: cn_RGS22
    dtype: int64
  - name: cn_RIMS2
    dtype: int64
  - name: cn_PKHD1L1
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  - name: cn_CSMD3
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  - name: cn_SLC30A8
    dtype: int64
  - name: cn_TNFRSF11B
    dtype: int64
  - name: cn_COL14A1
    dtype: int64
  - name: cn_FAM83A
    dtype: int64
  - name: cn_GSDMC
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  - name: cn_FAM135B
    dtype: int64
  - name: cn_COL22A1
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  - name: cn_BAI1
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  - name: cn_ARC
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  - name: cn_PSCA
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  - name: cn_LY6K
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  - name: cn_SLURP1
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  - name: cn_LY6D
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  - name: cn_GPIHBP1
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  - name: cn_MAPK15
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  - name: cn_GPT
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  - name: cn_SLC1A1
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  - name: cn_RLN2
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  - name: cn_IL33
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  - name: cn_GLDC
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  - name: cn_TYRP1
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  - name: cn_FREM1
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  - name: cn_SH3GL2
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  - name: cn_SLC24A2
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  - name: cn_CDKN2A
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  - name: cn_DMRTA1
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  - name: cn_ELAVL2
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  - name: cn_TMEM215
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  - name: cn_AQP7
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  - name: cn_AQP3
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  - name: cn_PRSS3
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  - name: cn_DNAI1
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  - name: cn_ENHO
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  - name: cn_CNTFR
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  - name: cn_CCL19
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  - name: cn_CCL21
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  - name: cn_KIAA1045
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  - name: cn_CA9
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  - name: cn_HRCT1
    dtype: int64
  - name: cn_MELK
    dtype: int64
  - name: cn_PAX5
    dtype: int64
  - name: cn_CNTNAP3
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  - name: cn_PGM5
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  - name: cn_GPR144
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  - name: cn_LCN2
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  - name: cn_ENTPD8
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  - name: cn_CACNA1B
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  - name: cn_TUBBP5
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  - name: cn_AKR1E2
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  - name: cn_AKR1C1
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  - name: cn_AKR1C2
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  - name: cn_CALML5
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  - name: cn_CALML3
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  - name: cn_ITIH5
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  - name: cn_ITIH2
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  - name: cn_GATA3
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  - name: cn_MCM10
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  - name: cn_BEND7
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  - name: cn_ITGA8
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  - name: cn_ST8SIA6
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  - name: cn_MRC1
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  - name: cn_ARMC3
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  - name: cn_C10orf107
    dtype: int64
  - name: cn_SYNPO2L
    dtype: int64
  - name: cn_DUSP13
    dtype: int64
  - name: cn_PLAC9
    dtype: int64
  - name: cn_SFTPA2
    dtype: int64
  - name: cn_MAT1A
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  - name: cn_DYDC2
    dtype: int64
  - name: cn_C10orf90
    dtype: int64
  - name: cn_FAM196A
    dtype: int64
  - name: cn_KNDC1
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  - name: cn_SYCE1
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  - name: cn_WT1
    dtype: int64
  - name: cn_ELF5
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  - name: cn_EHF
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  - name: cn_SLC1A2
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  - name: cn_LRRC4C
    dtype: int64
  - name: cn_CTSW
    dtype: int64
  - name: cn_SPDYC
    dtype: int64
  - name: cn_ZNHIT2
    dtype: int64
  - name: cn_SYT12
    dtype: int64
  - name: cn_ACY3
    dtype: int64
  - name: cn_ALDH3B2
    dtype: int64
  - name: cn_GAL
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  - name: cn_MYEOV
    dtype: int64
  - name: cn_FOLR1
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  - name: cn_PLEKHB1
    dtype: int64
  - name: cn_CHRDL2
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  - name: cn_MOGAT2
    dtype: int64
  - name: cn_DGAT2
    dtype: int64
  - name: cn_WNT11
    dtype: int64
  - name: cn_KCTD14
    dtype: int64
  - name: cn_THRSP
    dtype: int64
  - name: cn_FAM181B
    dtype: int64
  - name: cn_PGR
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  - name: cn_MMP7
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  - name: cn_MMP10
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  - name: cn_MMP1
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  - name: cn_MMP3
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  - name: cn_MMP12
    dtype: int64
  - name: cn_MMP13
    dtype: int64
  - name: cn_GRIA4
    dtype: int64
  - name: cn_C11orf92
    dtype: int64
  - name: cn_POU2AF1
    dtype: int64
  - name: cn_CRYAB
    dtype: int64
  - name: cn_NCAM1
    dtype: int64
  - name: cn_DRD2
    dtype: int64
  - name: cn_ZBTB16
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  - name: cn_DSCAML1
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  - name: cn_TMPRSS4
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  - name: cn_SCN2B
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  - name: cn_CD3E
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  - name: cn_CD3D
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  - name: cn_CD3G
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  - name: cn_TTC36
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  - name: cn_CXCR5
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  - name: cn_TRIM29
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  - name: cn_GRIK4
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  - name: cn_VSIG2
    dtype: int64
  - name: cn_HEPACAM
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  - name: cn_HEPN1
    dtype: int64
  - name: cn_PKNOX2
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  - name: cn_BARX2
    dtype: int64
  - name: cn_TMEM45B
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  - name: cn_ADAMTS8
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  - name: cn_ADAMTS15
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  - name: cn_IGSF9B
    dtype: int64
  - name: cn_B3GAT1
    dtype: int64
  - name: cn_GLB1L2
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  - name: cn_B4GALNT3
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  - name: cn_LRTM2
    dtype: int64
  - name: cn_KCNA1
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  - name: cn_NTF3
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  - name: cn_SCNN1A
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  - name: cn_CLEC4E
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  - name: cn_A2ML1
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  - name: cn_KLRB1
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  - name: cn_BCL2L14
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  - name: cn_MGP
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  - name: cn_ERP27
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  - name: cn_LMO3
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  - name: cn_RERGL
    dtype: int64
  - name: cn_SLCO1A2
    dtype: int64
  - name: cn_C12orf39
    dtype: int64
  - name: cn_TUBA3C
    dtype: int64
  - name: cn_GJB2
    dtype: int64
  - name: cn_GJB6
    dtype: int64
  - name: cn_FGF9
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  - name: cn_SGCG
    dtype: int64
  - name: cn_ATP8A2
    dtype: int64
  - name: cn_SHISA2
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  - name: cn_GPR12
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  - name: cn_FLT3
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  - name: cn_DCLK1
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  - name: cn_FREM2
    dtype: int64
  - name: cn_PCDH20
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  - name: cn_PCDH9
    dtype: int64
  - name: cn_KLHL1
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  - name: cn_DACH1
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  - name: cn_SCEL
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  - name: cn_SLAIN1
    dtype: int64
  - name: cn_POU4F1
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  - name: cn_SLITRK1
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  - name: cn_SLITRK6
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  - name: cn_SLITRK5
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  - name: cn_CLDN10
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  - name: cn_HS6ST3
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  - name: cn_OXGR1
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  - name: cn_SLC15A1
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  - name: cn_ZIC5
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  - name: cn_ZIC2
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  - name: cn_FAM155A
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  - name: cn_F7
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  - name: cn_DHRS2
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  - name: cn_NOVA1
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  - name: cn_COCH
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  - name: cn_PAX9
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  - name: cn_FOXA1
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  - name: cn_SSTR1
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  - name: cn_ABHD12B
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  - name: cn_PRIMA1
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  - name: cn_IFI27
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  - name: cn_PPP4R4
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  - name: cn_SERPINA6
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  - name: cn_SERPINA1
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  - name: cn_SERPINA11
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  - name: cn_SERPINA5
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  - name: cn_SERPINA3
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  - name: cn_TCL1B
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  - name: cn_TCL1A
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  - name: cn_DEGS2
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  - name: cn_DLK1
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  - name: cn_DIO3
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  - name: cn_TDRD9
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  - name: cn_C14orf180
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  - name: cn_PLD4
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  - name: cn_CRIP1
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  - name: cn_ADAM6
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  - name: cn_KIAA0125
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  - name: cn_THSD4
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  - name: cn_GRAMD2
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  - name: cn_C15orf59
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  - name: cn_CRABP1
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  - name: cn_RASGRF1
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  - name: cn_KIAA1199
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  - name: cn_TMC3
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  - name: cn_AP3B2
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  - name: cn_BNC1
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  - name: cn_NTRK3
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  - name: cn_ACAN
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  - name: cn_RHCG
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  - name: cn_PLIN1
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  - name: cn_MESP1
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  - name: cn_ANPEP
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  - name: cn_ST8SIA2
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  - name: cn_RGMA
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  - name: cn_SYNM
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  - name: cn_ARHGDIG
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  - name: cn_HBA1
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  - name: cn_HBA2
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  - name: cn_RGS11
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  - name: cn_FBXL16
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  - name: cn_METRN
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  - name: cn_CCDC78
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  - name: cn_HAGHL
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  - name: cn_GNG13
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  - name: cn_MSLN
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  - name: cn_SOX8
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  - name: cn_CACNA1H
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  - name: cn_TPSAB1
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  - name: cn_TPSB2
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  - name: cn_TPSD1
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  - name: cn_TPSG1
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  - name: cn_BAIAP3
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  - name: cn_IGFALS
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  - name: cn_NPW
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  - name: cn_RAB26
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  - name: cn_PRSS33
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  - name: cn_PRSS21
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  - name: cn_ZG16B
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  - name: cn_KREMEN2
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  - name: cn_PKMYT1
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  - name: cn_CLDN6
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  - name: cn_C16orf89
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  - name: cn_ABAT
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  - name: cn_GRIN2A
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  - name: cn_TNFRSF17
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  - name: cn_SHISA9
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  - name: cn_ABCC6
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  - name: cn_MPV17L
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  - name: cn_MYH11
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  - name: cn_PLA2G10
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  - name: cn_SYT17
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  - name: cn_TMC5
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  - name: cn_GP2
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  - name: cn_ACSM5
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  - name: cn_ACSM1
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  - name: cn_DNAH3
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  - name: cn_CRYM
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  - name: cn_SCNN1G
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  - name: cn_SCNN1B
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  - name: cn_HS3ST4
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  - name: cn_CD19
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  - name: cn_ASPHD1
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  - name: cn_DOC2A
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  - name: cn_FAM57B
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  - name: cn_SEZ6L2
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  - name: cn_PYDC1
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  - name: cn_CBLN1
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  - name: cn_TOX3
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  - name: cn_IRX6
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  - name: cn_SLC6A2
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  - name: cn_MT1M
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  - name: cn_MT1A
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  - name: cn_MT1G
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  - name: cn_CCL17
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  - name: cn_RRAD
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  - name: cn_CES3
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  - name: cn_RLTPR
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  - name: cn_CALB2
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  - name: cn_TAT
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  - name: cn_HP
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  - name: cn_SYCE1L
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  - name: cn_ADAMTS18
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  - name: cn_CLEC3A
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  - name: cn_PKD1L2
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  - name: cn_DPEP1
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  - name: cn_CCDC144B
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  - name: cn_MFAP4
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  - name: cn_ALDH3A1
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  - name: cn_CCL8
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  - name: cn_GAS2L2
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  - name: cn_CCL14
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  - name: cn_TBC1D3C
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  - name: cn_TBC1D3G
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  - name: cn_STAC2
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  - name: cn_PPP1R1B
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  - name: cn_PNMT
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  - name: cn_IKZF3
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  - name: cn_TOP2A
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  - name: mu_CACNA1F
    dtype: int64
  - name: mu_CHD6
    dtype: int64
  - name: mu_CHD8
    dtype: int64
  - name: mu_CNTNAP2
    dtype: int64
  - name: mu_DNAH2
    dtype: int64
  - name: mu_DYNC1H1
    dtype: int64
  - name: mu_FLNA
    dtype: int64
  - name: mu_GRIN2A
    dtype: int64
  - name: mu_KIAA0947
    dtype: int64
  - name: mu_KIAA1109
    dtype: int64
  - name: mu_LRP1
    dtype: int64
  - name: mu_MYH1
    dtype: int64
  - name: mu_MYO18B
    dtype: int64
  - name: mu_RYR1
    dtype: int64
  - name: mu_SDK1
    dtype: int64
  - name: mu_STARD9
    dtype: int64
  - name: mu_ERBB2
    dtype: int64
  - name: mu_SETD2
    dtype: int64
  - name: mu_VCAN
    dtype: int64
  - name: mu_WDFY3
    dtype: int64
  - name: mu_ATM
    dtype: int64
  - name: mu_UTRN
    dtype: int64
  - name: mu_VPS13B
    dtype: int64
  - name: mu_MAP2
    dtype: int64
  - name: mu_DNAH10
    dtype: int64
  - name: mu_SYNE2
    dtype: int64
  - name: mu_MAP2K4
    dtype: int64
  - name: mu_TNXB
    dtype: int64
  - name: mu_ASH1L
    dtype: int64
  - name: mu_ASXL2
    dtype: int64
  - name: mu_HMCN1
    dtype: int64
  - name: mu_ALMS1
    dtype: int64
  - name: mu_ITPR2
    dtype: int64
  - name: mu_TBX3
    dtype: int64
  - name: mu_F8
    dtype: int64
  - name: mu_AKD1
    dtype: int64
  - name: mu_ERBB3
    dtype: int64
  - name: mu_CENPE
    dtype: int64
  - name: mu_ABCA12
    dtype: int64
  - name: mu_C9orf174
    dtype: int64
  - name: mu_F5
    dtype: int64
  - name: mu_FRMPD4
    dtype: int64
  - name: mu_LRP1B
    dtype: int64
  - name: mu_DCHS2
    dtype: int64
  - name: mu_HERC1
    dtype: int64
  - name: mu_CSMD3
    dtype: int64
  - name: mu_USP34
    dtype: int64
  - name: mu_BAZ2B
    dtype: int64
  - name: mu_FLG2
    dtype: int64
  - name: mu_PCDH19
    dtype: int64
  - name: mu_VPS13A
    dtype: int64
  - name: mu_PAPPA2
    dtype: int64
  - name: mu_PDZD2
    dtype: int64
  - name: mu_BCORL1
    dtype: int64
  - name: mu_APC
    dtype: int64
  - name: mu_PRUNE2
    dtype: int64
  - name: mu_GON4L
    dtype: int64
  - name: mu_SPHKAP
    dtype: int64
  - name: mu_SACS
    dtype: int64
  - name: mu_MYCBP2
    dtype: int64
  - name: mu_DOCK11
    dtype: int64
  - name: mu_FBN1
    dtype: int64
  - name: mu_DNAH11
    dtype: int64
  - name: mu_PIWIL1
    dtype: int64
  - name: mu_SCN10A
    dtype: int64
  - name: mu_ATRX
    dtype: int64
  - name: mu_PKHD1L1
    dtype: int64
  - name: mu_MAP1A
    dtype: int64
  - name: mu_DNAH9
    dtype: int64
  - name: mu_MYH7
    dtype: int64
  - name: mu_PEG3
    dtype: int64
  - name: pp_X14.3.3.beta
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  - name: pp_X14.3.3.epsilon
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  - name: pp_X14.3.3.zeta
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  - name: pp_X4E.BP1
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  - name: pp_X4E.BP1.pS65
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  - name: pp_X4E.BP1.pT37.T46
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  - name: pp_X4E.BP1.pT70
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  - name: pp_X53BP1
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  - name: pp_A.Raf
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  - name: pp_A.Raf.pS299
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  - name: pp_ACC1
    dtype: float64
  - name: pp_ACC.pS79
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  - name: pp_ACVRL1
    dtype: float64
  - name: pp_ADAR1
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  - name: pp_AMPK.alpha
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  - name: pp_AMPK.pT172
    dtype: float64
  - name: pp_AR
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  - name: pp_ARID1A
    dtype: float64
  - name: pp_ASNS
    dtype: float64
  - name: pp_ATM
    dtype: float64
  - name: pp_Acetyl.a.Tubulin.Lys40
    dtype: float64
  - name: pp_Akt
    dtype: float64
  - name: pp_Akt.pS473
    dtype: float64
  - name: pp_Akt.pT308
    dtype: float64
  - name: pp_Annexin.1
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  - name: pp_Annexin.VII
    dtype: float64
  - name: pp_Axl
    dtype: float64
  - name: pp_B.Raf
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  - name: pp_B.Raf.pS445
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  - name: pp_BRCA2
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  - name: pp_BRD4
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  - name: pp_Bad.pS112
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  - name: pp_Bak
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  - name: pp_Bap1.c.4
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  - name: pp_Bax
    dtype: float64
  - name: pp_Bcl.2
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  - name: pp_Bcl.xL
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  - name: pp_Bcl2A1
    dtype: float64
  - name: pp_Beclin
    dtype: float64
  - name: pp_Bid
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  - name: pp_Bim
    dtype: float64
  - name: pp_C.Raf
    dtype: float64
  - name: pp_C.Raf.pS338
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  - name: pp_CD20
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  - name: pp_CD26
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  - name: pp_CD31
    dtype: float64
  - name: pp_CD49b
    dtype: float64
  - name: pp_CDK1
    dtype: float64
  - name: pp_CDK1.pY15
    dtype: float64
  - name: pp_COG3
    dtype: float64
  - name: pp_Caspase.3
    dtype: float64
  - name: pp_Caspase.7.cleavedD198
    dtype: float64
  - name: pp_Caspase.8
    dtype: float64
  - name: pp_Caveolin.1
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  - name: pp_Chk1
    dtype: float64
  - name: pp_Chk1.pS296
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  - name: pp_Chk1.pS345
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  - name: pp_Chk2
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  - name: pp_Chk2.pT68
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  - name: pp_Claudin.7
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  - name: pp_Collagen.VI
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  - name: pp_Cyclin.B1
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  - name: pp_Cyclin.D1
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  - name: pp_Cyclin.E1
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  - name: pp_Cyclin.E2
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  - name: pp_DIRAS3
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  - name: pp_DJ.1
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  - name: pp_DUSP4
    dtype: float64
  - name: pp_Dvl3
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  - name: pp_E.Cadherin
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  - name: pp_EGFR
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  - name: pp_EGFR.pY1068
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  - name: pp_EGFR.pY1173
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  - name: pp_ENY2
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  - name: pp_EPPK1
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  - name: pp_ER.alpha
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  - name: pp_ER.alpha.pS118
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  - name: pp_ERCC1
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  - name: pp_ERCC5
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  - name: pp_ERK2
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  - name: pp_ETS.1
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  - name: pp_FASN
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  - name: pp_FOXO3a
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  - name: pp_FOXO3a.pS318.S321
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  - name: pp_Fibronectin
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  - name: pp_FoxM1
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  - name: pp_G6PD
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  - name: pp_GAB2
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  - name: pp_GAPDH
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  - name: pp_GATA3
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  - name: pp_GATA6
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  - name: pp_GCN5L2
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  - name: pp_GSK3.alpha.beta
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  - name: pp_GSK3.alpha.beta.pS21.S9
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  - name: pp_HSP70
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  - name: pp_Heregulin
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  - name: pp_IGF1R.pY1135.Y1136
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  - name: pp_IGFBP2
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  - name: pp_INPP4B
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  - name: pp_IRF.1
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  - name: pp_IRS1
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  - name: pp_JAB1
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  - name: pp_JNK.pT183.pY185
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  - name: pp_Jak2
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  - name: pp_Ku80
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  - name: pp_LKB1
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  - name: pp_Lck
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  - name: pp_MAPK.pT202.Y204
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  - name: pp_MEK1.pS217.S221
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  - name: pp_MIG.6
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  - name: pp_MSH2
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  - name: pp_MSH6
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  - name: pp_MYH11
    dtype: float64
  - name: pp_Mre11
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  - name: pp_Myosin.IIa
    dtype: float64
  - name: pp_Myosin.IIa.pS1943
    dtype: float64
  - name: pp_N.Cadherin
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  - name: pp_N.Ras
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  - name: pp_NDRG1.pT346
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  - name: pp_NF.kB.p65.pS536
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  - name: pp_NF2
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  - name: pp_Notch1
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  - name: pp_P.Cadherin
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  - name: pp_PAI.1
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  - name: pp_PARP1
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  - name: pp_PARP.cleaved
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  - name: pp_PCNA
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  - name: pp_PDCD4
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  - name: pp_PDK1
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  - name: pp_PI3K.p110.alpha
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  - name: pp_PKC.alpha
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  - name: pp_PKC.alpha.pS657
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  - name: pp_PKC.delta.pS664
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  - name: pp_PKC.pan.BetaII.pS660
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  - name: pp_PR
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  - name: pp_PRAS40.pT246
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  - name: pp_PRDX1
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  - name: pp_PREX1
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  - name: pp_PTEN
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  - name: pp_Paxillin
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  - name: pp_RBM15
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  - name: pp_Rab11
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  - name: pp_Rab25
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  - name: pp_Rad50
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  - name: pp_Rad51
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  - name: pp_Raptor
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  - name: pp_Rb
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  - name: pp_Rb.pS807.S811
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  - name: pp_Rictor
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  - name: pp_Rictor.pT1135
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  - name: pp_S6
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  - name: pp_S6.pS235.S236
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  - name: pp_S6.pS240.S244
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  - name: pp_SCD
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  - name: pp_SETD2
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  - name: pp_SF2
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  - name: pp_SHP.2.pY542
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  - name: pp_SLC1A5
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  - name: pp_STAT3.pY705
    dtype: float64
  - name: pp_STAT5.alpha
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  - name: pp_Shc.pY317
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  - name: pp_Smac
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  - name: pp_Smad1
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  - name: pp_Smad3
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  - name: pp_Smad4
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  - name: pp_Snail
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  - name: pp_Src
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  - name: pp_Src.pY416
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  - name: pp_Src.pY527
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  - name: pp_Stathmin
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  - name: pp_Syk
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  - name: pp_TAZ
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  - name: pp_TFRC
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  - name: pp_TIGAR
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  - name: pp_TSC1
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  - name: pp_Transglutaminase
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  - name: pp_Tuberin
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  - name: pp_Tuberin.pT1462
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  - name: pp_VEGFR2
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  - name: pp_XBP1
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  - name: pp_XRCC1
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  - name: pp_YAP
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  - name: pp_YB.1
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  - name: pp_YB.1.pS102
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  - name: pp_beta.Catenin
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  - name: pp_c.Abl
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  - name: pp_c.Jun.pS73
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  - name: pp_c.Kit
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  - name: pp_c.Met
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  - name: pp_c.Met.pY1235
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  - name: pp_c.Myc
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  - name: pp_cIAP
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  - name: pp_eEF2
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  - name: pp_eIF4E
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  - name: pp_eIF4G
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  - name: pp_mTOR
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  - name: pp_p90RSK.pT359.S363
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  - name: vital.status
    dtype: int64
  splits:
  - name: train
    num_bytes: 10924680
    num_examples: 705
  download_size: 6159563
  dataset_size: 10924680
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-*
---