636 DEGs enriched in six known drug resistance mechanisms

DEGs enriched in six known drug resistance mechanisms

Gene symbol	Mechanism
ABL1	Aberration of the Drug's Therapeutic Target
AKR1B1	Aberration of the Drug's Therapeutic Target
AKT1	Aberration of the Drug's Therapeutic Target
AKT2	Aberration of the Drug's Therapeutic Target
AR	Aberration of the Drug's Therapeutic Target
BCL2	Aberration of the Drug's Therapeutic Target
BRAF	Aberration of the Drug's Therapeutic Target
BRCA1	Aberration of the Drug's Therapeutic Target
BTK	Aberration of the Drug's Therapeutic Target
CD19	Aberration of the Drug's Therapeutic Target
CDK4	Aberration of the Drug's Therapeutic Target
CDK6	Aberration of the Drug's Therapeutic Target
CDKN2A	Aberration of the Drug's Therapeutic Target
COMT	Aberration of the Drug's Therapeutic Target
CRBN	Aberration of the Drug's Therapeutic Target
CREBBP	Aberration of the Drug's Therapeutic Target
DHFR	Aberration of the Drug's Therapeutic Target
DPP4	Aberration of the Drug's Therapeutic Target
EGFR	Aberration of the Drug's Therapeutic Target
EZH2	Aberration of the Drug's Therapeutic Target
FGFR1	Aberration of the Drug's Therapeutic Target
FGFR3	Aberration of the Drug's Therapeutic Target
FLT3	Aberration of the Drug's Therapeutic Target
GNA11	Aberration of the Drug's Therapeutic Target
IDH1	Aberration of the Drug's Therapeutic Target
IDH2	Aberration of the Drug's Therapeutic Target
IL1B	Aberration of the Drug's Therapeutic Target
JAK1	Aberration of the Drug's Therapeutic Target
LAG3	Aberration of the Drug's Therapeutic Target
LRRK2	Aberration of the Drug's Therapeutic Target
MAOA	Aberration of the Drug's Therapeutic Target
MAP2K1	Aberration of the Drug's Therapeutic Target
MAP2K2	Aberration of the Drug's Therapeutic Target
MET	Aberration of the Drug's Therapeutic Target
MSH6	Aberration of the Drug's Therapeutic Target
MTOR	Aberration of the Drug's Therapeutic Target
NECTIN4	Aberration of the Drug's Therapeutic Target
NPM1	Aberration of the Drug's Therapeutic Target
PDGFRA	Aberration of the Drug's Therapeutic Target
PTGS2	Aberration of the Drug's Therapeutic Target
RET	Aberration of the Drug's Therapeutic Target
SF3B1	Aberration of the Drug's Therapeutic Target
TOP2A	Aberration of the Drug's Therapeutic Target
TP53	Aberration of the Drug's Therapeutic Target
BCHE	Drug Inactivation by Structure Modification
CDA	Drug Inactivation by Structure Modification
CES1	Drug Inactivation by Structure Modification
CMPK1	Drug Inactivation by Structure Modification
CYP1B1	Drug Inactivation by Structure Modification
CYP51A1	Drug Inactivation by Structure Modification
DCK	Drug Inactivation by Structure Modification
GSS	Drug Inactivation by Structure Modification
GSTP1	Drug Inactivation by Structure Modification
NME1	Drug Inactivation by Structure Modification
NT5C2	Drug Inactivation by Structure Modification
PON1	Drug Inactivation by Structure Modification
SOD2	Drug Inactivation by Structure Modification
ABL1	Epigenetic Alteration of DNA, RNA or Protein
AKT3	Epigenetic Alteration of DNA, RNA or Protein
ARID4B	Epigenetic Alteration of DNA, RNA or Protein
ATG5	Epigenetic Alteration of DNA, RNA or Protein
BCL2	Epigenetic Alteration of DNA, RNA or Protein
BCL2L11	Epigenetic Alteration of DNA, RNA or Protein
BECN1	Epigenetic Alteration of DNA, RNA or Protein
BIK	Epigenetic Alteration of DNA, RNA or Protein
BMF	Epigenetic Alteration of DNA, RNA or Protein
BMI1	Epigenetic Alteration of DNA, RNA or Protein
BRAF	Epigenetic Alteration of DNA, RNA or Protein
CCL2	Epigenetic Alteration of DNA, RNA or Protein
CDK14	Epigenetic Alteration of DNA, RNA or Protein
CDKN2A	Epigenetic Alteration of DNA, RNA or Protein
CDR1	Epigenetic Alteration of DNA, RNA or Protein
CREBBP	Epigenetic Alteration of DNA, RNA or Protein
CXCL8	Epigenetic Alteration of DNA, RNA or Protein
CXCR4	Epigenetic Alteration of DNA, RNA or Protein
CYTOR	Epigenetic Alteration of DNA, RNA or Protein
DLEU1	Epigenetic Alteration of DNA, RNA or Protein
DNMT1	Epigenetic Alteration of DNA, RNA or Protein
DNMT3A	Epigenetic Alteration of DNA, RNA or Protein
EGFR	Epigenetic Alteration of DNA, RNA or Protein
EIF4G2	Epigenetic Alteration of DNA, RNA or Protein
EZH2	Epigenetic Alteration of DNA, RNA or Protein
FBXW7	Epigenetic Alteration of DNA, RNA or Protein
FOXO3	Epigenetic Alteration of DNA, RNA or Protein
GABPB1-AS1	Epigenetic Alteration of DNA, RNA or Protein
GAPDH	Epigenetic Alteration of DNA, RNA or Protein
GAPDH	Epigenetic Alteration of DNA, RNA or Protein
GDI2	Epigenetic Alteration of DNA, RNA or Protein
GIHCG	Epigenetic Alteration of DNA, RNA or Protein
GSK3B	Epigenetic Alteration of DNA, RNA or Protein
H19	Epigenetic Alteration of DNA, RNA or Protein
H2AFY	Epigenetic Alteration of DNA, RNA or Protein
HOXA13	Epigenetic Alteration of DNA, RNA or Protein
HULC	Epigenetic Alteration of DNA, RNA or Protein
IDH1	Epigenetic Alteration of DNA, RNA or Protein
IDH2	Epigenetic Alteration of DNA, RNA or Protein
IGF1R	Epigenetic Alteration of DNA, RNA or Protein
IL6	Epigenetic Alteration of DNA, RNA or Protein
IRS1	Epigenetic Alteration of DNA, RNA or Protein
LINC00261	Epigenetic Alteration of DNA, RNA or Protein
LINC00707	Epigenetic Alteration of DNA, RNA or Protein
LMNA	Epigenetic Alteration of DNA, RNA or Protein
MALAT1	Epigenetic Alteration of DNA, RNA or Protein
MAP3K8	Epigenetic Alteration of DNA, RNA or Protein
MAPK3	Epigenetic Alteration of DNA, RNA or Protein
MET	Epigenetic Alteration of DNA, RNA or Protein
MT-CO2	Epigenetic Alteration of DNA, RNA or Protein
MTA1	Epigenetic Alteration of DNA, RNA or Protein
MX1	Epigenetic Alteration of DNA, RNA or Protein
NABP1	Epigenetic Alteration of DNA, RNA or Protein
NORAD	Epigenetic Alteration of DNA, RNA or Protein
PDCD4	Epigenetic Alteration of DNA, RNA or Protein
PMAIP1	Epigenetic Alteration of DNA, RNA or Protein
PPARG	Epigenetic Alteration of DNA, RNA or Protein
PPP1R15A	Epigenetic Alteration of DNA, RNA or Protein
RASSF1	Epigenetic Alteration of DNA, RNA or Protein
RET	Epigenetic Alteration of DNA, RNA or Protein
RP11-166P13.3	Epigenetic Alteration of DNA, RNA or Protein
SIRT1	Epigenetic Alteration of DNA, RNA or Protein
SMC4	Epigenetic Alteration of DNA, RNA or Protein
SMYD2	Epigenetic Alteration of DNA, RNA or Protein
SNHG1	Epigenetic Alteration of DNA, RNA or Protein
SNHG14	Epigenetic Alteration of DNA, RNA or Protein
SPRY2	Epigenetic Alteration of DNA, RNA or Protein
TIMP1	Epigenetic Alteration of DNA, RNA or Protein
TNFSF13B	Epigenetic Alteration of DNA, RNA or Protein
TP53	Epigenetic Alteration of DNA, RNA or Protein
TRIP6	Epigenetic Alteration of DNA, RNA or Protein
TYMS	Epigenetic Alteration of DNA, RNA or Protein
XIAP	Epigenetic Alteration of DNA, RNA or Protein
ABCA1	Irregularity in Drug Uptake and Drug Efflux
ABCA10	Irregularity in Drug Uptake and Drug Efflux
ABCB1	Irregularity in Drug Uptake and Drug Efflux
ABCB5	Irregularity in Drug Uptake and Drug Efflux
ABCB9	Irregularity in Drug Uptake and Drug Efflux
ABCC1	Irregularity in Drug Uptake and Drug Efflux
ABCC2	Irregularity in Drug Uptake and Drug Efflux
ABCC4	Irregularity in Drug Uptake and Drug Efflux
ABCC5	Irregularity in Drug Uptake and Drug Efflux
ABCE1	Irregularity in Drug Uptake and Drug Efflux
ABCF2	Irregularity in Drug Uptake and Drug Efflux
ABCG1	Irregularity in Drug Uptake and Drug Efflux
SLC29A1	Irregularity in Drug Uptake and Drug Efflux
SLC2A1	Irregularity in Drug Uptake and Drug Efflux
SLC34A2	Irregularity in Drug Uptake and Drug Efflux
SLC3A2	Irregularity in Drug Uptake and Drug Efflux
SLC4A4	Irregularity in Drug Uptake and Drug Efflux
SLC7A11	Irregularity in Drug Uptake and Drug Efflux
SLC7A5	Irregularity in Drug Uptake and Drug Efflux
TAP1	Irregularity in Drug Uptake and Drug Efflux
BCL2	Regulation by the Disease Microenvironment
BCL2L1	Regulation by the Disease Microenvironment
BRAF	Regulation by the Disease Microenvironment
CCNB1	Regulation by the Disease Microenvironment
CCNG2	Regulation by the Disease Microenvironment
CDKN1B	Regulation by the Disease Microenvironment
CTNNB1	Regulation by the Disease Microenvironment
CX3CR1	Regulation by the Disease Microenvironment
CXCR4	Regulation by the Disease Microenvironment
EZH2	Regulation by the Disease Microenvironment
FBP1	Regulation by the Disease Microenvironment
FYN	Regulation by the Disease Microenvironment
GATA3	Regulation by the Disease Microenvironment
HMGB3	Regulation by the Disease Microenvironment
HNRNPA2B1	Regulation by the Disease Microenvironment
IL1B	Regulation by the Disease Microenvironment
JAK3	Regulation by the Disease Microenvironment
LDHB	Regulation by the Disease Microenvironment
MALAT1	Regulation by the Disease Microenvironment
MMP9	Regulation by the Disease Microenvironment
MTDH	Regulation by the Disease Microenvironment
MYC	Regulation by the Disease Microenvironment
NFKB1	Regulation by the Disease Microenvironment
PAK1	Regulation by the Disease Microenvironment
PARP1	Regulation by the Disease Microenvironment
PDCD6IP	Regulation by the Disease Microenvironment
PIK3CA	Regulation by the Disease Microenvironment
PTEN	Regulation by the Disease Microenvironment
QKI	Regulation by the Disease Microenvironment
RHOB	Regulation by the Disease Microenvironment
SMAD3	Regulation by the Disease Microenvironment
SNAI1	Regulation by the Disease Microenvironment
SOCS3	Regulation by the Disease Microenvironment
STAT3	Regulation by the Disease Microenvironment
TGFB1	Regulation by the Disease Microenvironment
TGFBR1	Regulation by the Disease Microenvironment
TGFBR2	Regulation by the Disease Microenvironment
TIMP2	Regulation by the Disease Microenvironment
TP53INP1	Regulation by the Disease Microenvironment
TSPYL2	Regulation by the Disease Microenvironment
VEGFA	Regulation by the Disease Microenvironment
VIM	Regulation by the Disease Microenvironment
ZEB1	Regulation by the Disease Microenvironment
ZEB2	Regulation by the Disease Microenvironment
AAMDC	Unusual Activation of Pro-survival Pathway
ABL1	Unusual Activation of Pro-survival Pathway
ACAP2	Unusual Activation of Pro-survival Pathway
ACAT2	Unusual Activation of Pro-survival Pathway
ADAM10	Unusual Activation of Pro-survival Pathway
ADAM17	Unusual Activation of Pro-survival Pathway
ADAM22	Unusual Activation of Pro-survival Pathway
ADAM9	Unusual Activation of Pro-survival Pathway
ADGRV1	Unusual Activation of Pro-survival Pathway
AGPAT2	Unusual Activation of Pro-survival Pathway
AGR2	Unusual Activation of Pro-survival Pathway
AIFM1	Unusual Activation of Pro-survival Pathway
AK4	Unusual Activation of Pro-survival Pathway
AKAP1	Unusual Activation of Pro-survival Pathway
AKAP12	Unusual Activation of Pro-survival Pathway
AKT1	Unusual Activation of Pro-survival Pathway
AKT2	Unusual Activation of Pro-survival Pathway
AKT3	Unusual Activation of Pro-survival Pathway
ALCAM	Unusual Activation of Pro-survival Pathway
ALDH1A1	Unusual Activation of Pro-survival Pathway
ALDH1A3	Unusual Activation of Pro-survival Pathway
ANK2	Unusual Activation of Pro-survival Pathway
ANXA1	Unusual Activation of Pro-survival Pathway
ANXA2	Unusual Activation of Pro-survival Pathway
APP	Unusual Activation of Pro-survival Pathway
AR	Unusual Activation of Pro-survival Pathway
ARAF	Unusual Activation of Pro-survival Pathway
AREG	Unusual Activation of Pro-survival Pathway
ARID1A	Unusual Activation of Pro-survival Pathway
ATG12	Unusual Activation of Pro-survival Pathway
ATG3	Unusual Activation of Pro-survival Pathway
ATG4B	Unusual Activation of Pro-survival Pathway
ATG5	Unusual Activation of Pro-survival Pathway
ATM	Unusual Activation of Pro-survival Pathway
AURKA	Unusual Activation of Pro-survival Pathway
AXL	Unusual Activation of Pro-survival Pathway
BAD	Unusual Activation of Pro-survival Pathway
BAG1	Unusual Activation of Pro-survival Pathway
BAG3	Unusual Activation of Pro-survival Pathway
BAK1	Unusual Activation of Pro-survival Pathway
BAX	Unusual Activation of Pro-survival Pathway
BBC3	Unusual Activation of Pro-survival Pathway
BCAT1	Unusual Activation of Pro-survival Pathway
BCL10	Unusual Activation of Pro-survival Pathway
BCL11A	Unusual Activation of Pro-survival Pathway
BCL2	Unusual Activation of Pro-survival Pathway
BCL2L11	Unusual Activation of Pro-survival Pathway
BECN1	Unusual Activation of Pro-survival Pathway
BID	Unusual Activation of Pro-survival Pathway
BIK	Unusual Activation of Pro-survival Pathway
BIRC2	Unusual Activation of Pro-survival Pathway
BIRC5	Unusual Activation of Pro-survival Pathway
BIRC6	Unusual Activation of Pro-survival Pathway
BMI1	Unusual Activation of Pro-survival Pathway
BNIP2	Unusual Activation of Pro-survival Pathway
BRAF	Unusual Activation of Pro-survival Pathway
BRCA1	Unusual Activation of Pro-survival Pathway
BRCA2	Unusual Activation of Pro-survival Pathway
BRD2	Unusual Activation of Pro-survival Pathway
BRD4	Unusual Activation of Pro-survival Pathway
BRD7	Unusual Activation of Pro-survival Pathway
BTG1	Unusual Activation of Pro-survival Pathway
BUB1	Unusual Activation of Pro-survival Pathway
CALR	Unusual Activation of Pro-survival Pathway
CAPNS1	Unusual Activation of Pro-survival Pathway
CASP1	Unusual Activation of Pro-survival Pathway
CASP8	Unusual Activation of Pro-survival Pathway
CAV2	Unusual Activation of Pro-survival Pathway
CBL	Unusual Activation of Pro-survival Pathway
CCL2	Unusual Activation of Pro-survival Pathway
CCN1	Unusual Activation of Pro-survival Pathway
CCNA2	Unusual Activation of Pro-survival Pathway
CCNB1	Unusual Activation of Pro-survival Pathway
CCND1	Unusual Activation of Pro-survival Pathway
CCND2	Unusual Activation of Pro-survival Pathway
CCNE1	Unusual Activation of Pro-survival Pathway
CCNG1	Unusual Activation of Pro-survival Pathway
CCNG2	Unusual Activation of Pro-survival Pathway
CD33	Unusual Activation of Pro-survival Pathway
CD36	Unusual Activation of Pro-survival Pathway
CD44	Unusual Activation of Pro-survival Pathway
CDC27	Unusual Activation of Pro-survival Pathway
CDCP1	Unusual Activation of Pro-survival Pathway
CDH1	Unusual Activation of Pro-survival Pathway
CDK1	Unusual Activation of Pro-survival Pathway
CDK2	Unusual Activation of Pro-survival Pathway
CDK4	Unusual Activation of Pro-survival Pathway
CDK6	Unusual Activation of Pro-survival Pathway
CDK7	Unusual Activation of Pro-survival Pathway
CDKN1A	Unusual Activation of Pro-survival Pathway
CDKN1B	Unusual Activation of Pro-survival Pathway
CDKN2A	Unusual Activation of Pro-survival Pathway
CDS2	Unusual Activation of Pro-survival Pathway
CEBPD	Unusual Activation of Pro-survival Pathway
CERS2	Unusual Activation of Pro-survival Pathway
CERS6	Unusual Activation of Pro-survival Pathway
CFLAR	Unusual Activation of Pro-survival Pathway
CHEK1	Unusual Activation of Pro-survival Pathway
CIAPIN1	Unusual Activation of Pro-survival Pathway
CLTC	Unusual Activation of Pro-survival Pathway
CLU	Unusual Activation of Pro-survival Pathway
COL1A1	Unusual Activation of Pro-survival Pathway
COL3A1	Unusual Activation of Pro-survival Pathway
CRBN	Unusual Activation of Pro-survival Pathway
CREB1	Unusual Activation of Pro-survival Pathway
CREBZF	Unusual Activation of Pro-survival Pathway
CRIM1	Unusual Activation of Pro-survival Pathway
CRYAB	Unusual Activation of Pro-survival Pathway
CSF1	Unusual Activation of Pro-survival Pathway
CSF3R	Unusual Activation of Pro-survival Pathway
CTNNB1	Unusual Activation of Pro-survival Pathway
CTNND1	Unusual Activation of Pro-survival Pathway
CTSL	Unusual Activation of Pro-survival Pathway
CUL4A	Unusual Activation of Pro-survival Pathway
CUL4B	Unusual Activation of Pro-survival Pathway
CUL5	Unusual Activation of Pro-survival Pathway
CXCL8	Unusual Activation of Pro-survival Pathway
CXCR4	Unusual Activation of Pro-survival Pathway
CYLD	Unusual Activation of Pro-survival Pathway
DCK	Unusual Activation of Pro-survival Pathway
DCP2	Unusual Activation of Pro-survival Pathway
DCTD	Unusual Activation of Pro-survival Pathway
DDB1	Unusual Activation of Pro-survival Pathway
DDIT3	Unusual Activation of Pro-survival Pathway
DDR1	Unusual Activation of Pro-survival Pathway
DHCR24	Unusual Activation of Pro-survival Pathway
DHFR	Unusual Activation of Pro-survival Pathway
DICER1	Unusual Activation of Pro-survival Pathway
DKK1	Unusual Activation of Pro-survival Pathway
DLK1	Unusual Activation of Pro-survival Pathway
DNMT1	Unusual Activation of Pro-survival Pathway
DNMT3A	Unusual Activation of Pro-survival Pathway
DUSP1	Unusual Activation of Pro-survival Pathway
DUSP2	Unusual Activation of Pro-survival Pathway
DUSP6	Unusual Activation of Pro-survival Pathway
DUSP9	Unusual Activation of Pro-survival Pathway
E2F1	Unusual Activation of Pro-survival Pathway
E2F2	Unusual Activation of Pro-survival Pathway
E2F3	Unusual Activation of Pro-survival Pathway
E2F6	Unusual Activation of Pro-survival Pathway
EBP	Unusual Activation of Pro-survival Pathway
EGFR	Unusual Activation of Pro-survival Pathway
EGR1	Unusual Activation of Pro-survival Pathway
EGR2	Unusual Activation of Pro-survival Pathway
EHF	Unusual Activation of Pro-survival Pathway
EIF3A	Unusual Activation of Pro-survival Pathway
EIF4A1	Unusual Activation of Pro-survival Pathway
EIF4A3	Unusual Activation of Pro-survival Pathway
EIF4E	Unusual Activation of Pro-survival Pathway
EIF4EBP1	Unusual Activation of Pro-survival Pathway
EIF4G1	Unusual Activation of Pro-survival Pathway
EIF5A2	Unusual Activation of Pro-survival Pathway
ENG	Unusual Activation of Pro-survival Pathway
ENO1	Unusual Activation of Pro-survival Pathway
EP300	Unusual Activation of Pro-survival Pathway
EPAS1	Unusual Activation of Pro-survival Pathway
EPHA2	Unusual Activation of Pro-survival Pathway
EPHB4	Unusual Activation of Pro-survival Pathway
ERBB3	Unusual Activation of Pro-survival Pathway
ERCC1	Unusual Activation of Pro-survival Pathway
ERCC4	Unusual Activation of Pro-survival Pathway
EREG	Unusual Activation of Pro-survival Pathway
ERRFI1	Unusual Activation of Pro-survival Pathway
ETS1	Unusual Activation of Pro-survival Pathway
EZH2	Unusual Activation of Pro-survival Pathway
EZR	Unusual Activation of Pro-survival Pathway
FADD	Unusual Activation of Pro-survival Pathway
FAM168A	Unusual Activation of Pro-survival Pathway
FANCA	Unusual Activation of Pro-survival Pathway
FANCD2	Unusual Activation of Pro-survival Pathway
FASN	Unusual Activation of Pro-survival Pathway
FAT1	Unusual Activation of Pro-survival Pathway
FBXW7	Unusual Activation of Pro-survival Pathway
FGF2	Unusual Activation of Pro-survival Pathway
FGFR1	Unusual Activation of Pro-survival Pathway
FGFR3	Unusual Activation of Pro-survival Pathway
FIS1	Unusual Activation of Pro-survival Pathway
FLT3	Unusual Activation of Pro-survival Pathway
FN1	Unusual Activation of Pro-survival Pathway
FOXA1	Unusual Activation of Pro-survival Pathway
FOXK2	Unusual Activation of Pro-survival Pathway
FOXM1	Unusual Activation of Pro-survival Pathway
FOXO3	Unusual Activation of Pro-survival Pathway
FTL	Unusual Activation of Pro-survival Pathway
FUBP1	Unusual Activation of Pro-survival Pathway
FUS	Unusual Activation of Pro-survival Pathway
FYN	Unusual Activation of Pro-survival Pathway
FZD1	Unusual Activation of Pro-survival Pathway
FZD7	Unusual Activation of Pro-survival Pathway
G3BP1	Unusual Activation of Pro-survival Pathway
G6PD	Unusual Activation of Pro-survival Pathway
GAPDH	Unusual Activation of Pro-survival Pathway
GAS6	Unusual Activation of Pro-survival Pathway
GAS7	Unusual Activation of Pro-survival Pathway
GATA6	Unusual Activation of Pro-survival Pathway
GCLC	Unusual Activation of Pro-survival Pathway
GCLM	Unusual Activation of Pro-survival Pathway
GFPT1	Unusual Activation of Pro-survival Pathway
GGPS1	Unusual Activation of Pro-survival Pathway
GLS	Unusual Activation of Pro-survival Pathway
GNA11	Unusual Activation of Pro-survival Pathway
GNAQ	Unusual Activation of Pro-survival Pathway
GNAS	Unusual Activation of Pro-survival Pathway
GPER1	Unusual Activation of Pro-survival Pathway
GRB2	Unusual Activation of Pro-survival Pathway
GRK2	Unusual Activation of Pro-survival Pathway
GSK3B	Unusual Activation of Pro-survival Pathway
GSKIP	Unusual Activation of Pro-survival Pathway
GSR	Unusual Activation of Pro-survival Pathway
GSTP1	Unusual Activation of Pro-survival Pathway
HAX1	Unusual Activation of Pro-survival Pathway
HBEGF	Unusual Activation of Pro-survival Pathway
HDAC1	Unusual Activation of Pro-survival Pathway
HDAC3	Unusual Activation of Pro-survival Pathway
HEY1	Unusual Activation of Pro-survival Pathway
HIF1A	Unusual Activation of Pro-survival Pathway
HIPK2	Unusual Activation of Pro-survival Pathway
HIPK3	Unusual Activation of Pro-survival Pathway
HK1	Unusual Activation of Pro-survival Pathway
HK2	Unusual Activation of Pro-survival Pathway
HMGA1	Unusual Activation of Pro-survival Pathway
HMGA2	Unusual Activation of Pro-survival Pathway
HMGB1	Unusual Activation of Pro-survival Pathway
HMGB2	Unusual Activation of Pro-survival Pathway
HMGCR	Unusual Activation of Pro-survival Pathway
HMGCS1	Unusual Activation of Pro-survival Pathway
HMGN5	Unusual Activation of Pro-survival Pathway
HMOX1	Unusual Activation of Pro-survival Pathway
HNRNPA1	Unusual Activation of Pro-survival Pathway
HNRNPU	Unusual Activation of Pro-survival Pathway
HOXA13	Unusual Activation of Pro-survival Pathway
HOXA5	Unusual Activation of Pro-survival Pathway
HOXB3	Unusual Activation of Pro-survival Pathway
HOXC9	Unusual Activation of Pro-survival Pathway
HRAS	Unusual Activation of Pro-survival Pathway
HSH2D	Unusual Activation of Pro-survival Pathway
HSP90B1	Unusual Activation of Pro-survival Pathway
HSPA1A	Unusual Activation of Pro-survival Pathway
HSPA5	Unusual Activation of Pro-survival Pathway
HSPA8	Unusual Activation of Pro-survival Pathway
HSPB1	Unusual Activation of Pro-survival Pathway
HSPD1	Unusual Activation of Pro-survival Pathway
ID1	Unusual Activation of Pro-survival Pathway
IDH1	Unusual Activation of Pro-survival Pathway
IDH2	Unusual Activation of Pro-survival Pathway
IDH3A	Unusual Activation of Pro-survival Pathway
IDI1	Unusual Activation of Pro-survival Pathway
IFI27	Unusual Activation of Pro-survival Pathway
IGF1R	Unusual Activation of Pro-survival Pathway
IGF2BP1	Unusual Activation of Pro-survival Pathway
IGF2R	Unusual Activation of Pro-survival Pathway
IKBKB	Unusual Activation of Pro-survival Pathway
IKBKG	Unusual Activation of Pro-survival Pathway
IKZF1	Unusual Activation of Pro-survival Pathway
IL18	Unusual Activation of Pro-survival Pathway
IL1B	Unusual Activation of Pro-survival Pathway
IL24	Unusual Activation of Pro-survival Pathway
IL2RA	Unusual Activation of Pro-survival Pathway
IL6	Unusual Activation of Pro-survival Pathway
IL6R	Unusual Activation of Pro-survival Pathway
IL7R	Unusual Activation of Pro-survival Pathway
ING4	Unusual Activation of Pro-survival Pathway
INSIG1	Unusual Activation of Pro-survival Pathway
IRS1	Unusual Activation of Pro-survival Pathway
ISG15	Unusual Activation of Pro-survival Pathway
ITGA5	Unusual Activation of Pro-survival Pathway
ITGB1	Unusual Activation of Pro-survival Pathway
ITGB3	Unusual Activation of Pro-survival Pathway
ITGB8	Unusual Activation of Pro-survival Pathway
JAG1	Unusual Activation of Pro-survival Pathway
JUN	Unusual Activation of Pro-survival Pathway
KAT6A	Unusual Activation of Pro-survival Pathway
KDM5B	Unusual Activation of Pro-survival Pathway
KEAP1	Unusual Activation of Pro-survival Pathway
KIF11	Unusual Activation of Pro-survival Pathway
KLF4	Unusual Activation of Pro-survival Pathway
KRAS	Unusual Activation of Pro-survival Pathway
LAMP2	Unusual Activation of Pro-survival Pathway
LAMP3	Unusual Activation of Pro-survival Pathway
LASP1	Unusual Activation of Pro-survival Pathway
LATS2	Unusual Activation of Pro-survival Pathway
LDHA	Unusual Activation of Pro-survival Pathway
LPL	Unusual Activation of Pro-survival Pathway
LRIG1	Unusual Activation of Pro-survival Pathway
LRRFIP1	Unusual Activation of Pro-survival Pathway
LSS	Unusual Activation of Pro-survival Pathway
MAGEA12	Unusual Activation of Pro-survival Pathway
MAGEA3	Unusual Activation of Pro-survival Pathway
MAGEA4	Unusual Activation of Pro-survival Pathway
MAGEA6	Unusual Activation of Pro-survival Pathway
MAP1LC3A	Unusual Activation of Pro-survival Pathway
MAP1LC3B	Unusual Activation of Pro-survival Pathway
MAP2K1	Unusual Activation of Pro-survival Pathway
MAP2K2	Unusual Activation of Pro-survival Pathway
MAP3K1	Unusual Activation of Pro-survival Pathway
MAP3K5	Unusual Activation of Pro-survival Pathway
MAP3K8	Unusual Activation of Pro-survival Pathway
MAP4K3	Unusual Activation of Pro-survival Pathway
MAPK1	Unusual Activation of Pro-survival Pathway
MAPK3	Unusual Activation of Pro-survival Pathway
MCL1	Unusual Activation of Pro-survival Pathway
MDK	Unusual Activation of Pro-survival Pathway
MDM2	Unusual Activation of Pro-survival Pathway
MDM4	Unusual Activation of Pro-survival Pathway
MED1	Unusual Activation of Pro-survival Pathway
MEF2D	Unusual Activation of Pro-survival Pathway
MET	Unusual Activation of Pro-survival Pathway
MGMT	Unusual Activation of Pro-survival Pathway
MITF	Unusual Activation of Pro-survival Pathway
MOB1A	Unusual Activation of Pro-survival Pathway
MSH2	Unusual Activation of Pro-survival Pathway
MSH6	Unusual Activation of Pro-survival Pathway
MTA1	Unusual Activation of Pro-survival Pathway
MTDH	Unusual Activation of Pro-survival Pathway
MTOR	Unusual Activation of Pro-survival Pathway
MUC1	Unusual Activation of Pro-survival Pathway
MXD4	Unusual Activation of Pro-survival Pathway
MYBL2	Unusual Activation of Pro-survival Pathway
MYC	Unusual Activation of Pro-survival Pathway
MYCN	Unusual Activation of Pro-survival Pathway
MYD88	Unusual Activation of Pro-survival Pathway
MYO10	Unusual Activation of Pro-survival Pathway
NCOA3	Unusual Activation of Pro-survival Pathway
NDST1	Unusual Activation of Pro-survival Pathway
NET1	Unusual Activation of Pro-survival Pathway
NF1	Unusual Activation of Pro-survival Pathway
NF2	Unusual Activation of Pro-survival Pathway
NFATC3	Unusual Activation of Pro-survival Pathway
NFE2L2	Unusual Activation of Pro-survival Pathway
NFKB1	Unusual Activation of Pro-survival Pathway
NFKBIA	Unusual Activation of Pro-survival Pathway
NFYB	Unusual Activation of Pro-survival Pathway
NKD2	Unusual Activation of Pro-survival Pathway
NKIRAS2	Unusual Activation of Pro-survival Pathway
NKX2-1	Unusual Activation of Pro-survival Pathway
NOTCH2	Unusual Activation of Pro-survival Pathway
NOTCH3	Unusual Activation of Pro-survival Pathway
NPM1	Unusual Activation of Pro-survival Pathway
NQO1	Unusual Activation of Pro-survival Pathway
NR3C1	Unusual Activation of Pro-survival Pathway
NRAS	Unusual Activation of Pro-survival Pathway
NSD2	Unusual Activation of Pro-survival Pathway
NT5C2	Unusual Activation of Pro-survival Pathway
NTRK2	Unusual Activation of Pro-survival Pathway
NUCKS1	Unusual Activation of Pro-survival Pathway
NUPR1	Unusual Activation of Pro-survival Pathway
OAZ2	Unusual Activation of Pro-survival Pathway
OGA	Unusual Activation of Pro-survival Pathway
OGT	Unusual Activation of Pro-survival Pathway
PABPC1	Unusual Activation of Pro-survival Pathway
PARP1	Unusual Activation of Pro-survival Pathway
PARP8	Unusual Activation of Pro-survival Pathway
PBK	Unusual Activation of Pro-survival Pathway
PDCD10	Unusual Activation of Pro-survival Pathway
PDCD4	Unusual Activation of Pro-survival Pathway
PDE4D	Unusual Activation of Pro-survival Pathway
PDGFRA	Unusual Activation of Pro-survival Pathway
PDK2	Unusual Activation of Pro-survival Pathway
PDSS1	Unusual Activation of Pro-survival Pathway
PEA15	Unusual Activation of Pro-survival Pathway
PFKFB3	Unusual Activation of Pro-survival Pathway
PFKL	Unusual Activation of Pro-survival Pathway
PGK1	Unusual Activation of Pro-survival Pathway
PIAS3	Unusual Activation of Pro-survival Pathway
PIK3CD	Unusual Activation of Pro-survival Pathway
PIK3CG	Unusual Activation of Pro-survival Pathway
PIK3R1	Unusual Activation of Pro-survival Pathway
PKM	Unusual Activation of Pro-survival Pathway
PLAU	Unusual Activation of Pro-survival Pathway
PLK1	Unusual Activation of Pro-survival Pathway
PMS2	Unusual Activation of Pro-survival Pathway
PMVK	Unusual Activation of Pro-survival Pathway
POMP	Unusual Activation of Pro-survival Pathway
PPARG	Unusual Activation of Pro-survival Pathway
PPP2R5A	Unusual Activation of Pro-survival Pathway
PPP3CA	Unusual Activation of Pro-survival Pathway
PRKCA	Unusual Activation of Pro-survival Pathway
PRKCD	Unusual Activation of Pro-survival Pathway
PRKDC	Unusual Activation of Pro-survival Pathway
PSMB5	Unusual Activation of Pro-survival Pathway
PSMG2	Unusual Activation of Pro-survival Pathway
PTEN	Unusual Activation of Pro-survival Pathway
PTGS2	Unusual Activation of Pro-survival Pathway
PTPN1	Unusual Activation of Pro-survival Pathway
PTPN11	Unusual Activation of Pro-survival Pathway
PTPN12	Unusual Activation of Pro-survival Pathway
PTPN18	Unusual Activation of Pro-survival Pathway
PURA	Unusual Activation of Pro-survival Pathway
QPRT	Unusual Activation of Pro-survival Pathway
RAB12	Unusual Activation of Pro-survival Pathway
RAB14	Unusual Activation of Pro-survival Pathway
RAB22A	Unusual Activation of Pro-survival Pathway
RAB27A	Unusual Activation of Pro-survival Pathway
RAB6A	Unusual Activation of Pro-survival Pathway
RAC1	Unusual Activation of Pro-survival Pathway
RAD51	Unusual Activation of Pro-survival Pathway
RAF1	Unusual Activation of Pro-survival Pathway
RALBP1	Unusual Activation of Pro-survival Pathway
RANGAP1	Unusual Activation of Pro-survival Pathway
RAP1A	Unusual Activation of Pro-survival Pathway
RAP1B	Unusual Activation of Pro-survival Pathway
RASSF1	Unusual Activation of Pro-survival Pathway
RASSF8	Unusual Activation of Pro-survival Pathway
RBPJ	Unusual Activation of Pro-survival Pathway
RCN1	Unusual Activation of Pro-survival Pathway
RECK	Unusual Activation of Pro-survival Pathway
REL	Unusual Activation of Pro-survival Pathway
RELB	Unusual Activation of Pro-survival Pathway
RET	Unusual Activation of Pro-survival Pathway
REV1	Unusual Activation of Pro-survival Pathway
REV3L	Unusual Activation of Pro-survival Pathway
RHOA	Unusual Activation of Pro-survival Pathway
RICTOR	Unusual Activation of Pro-survival Pathway
RND3	Unusual Activation of Pro-survival Pathway
RNF2	Unusual Activation of Pro-survival Pathway
ROCK2	Unusual Activation of Pro-survival Pathway
RPP21	Unusual Activation of Pro-survival Pathway
RPS6	Unusual Activation of Pro-survival Pathway
RPS6KA3	Unusual Activation of Pro-survival Pathway
RPS6KA5	Unusual Activation of Pro-survival Pathway
RPS6KB1	Unusual Activation of Pro-survival Pathway
RRM1	Unusual Activation of Pro-survival Pathway
RRM2	Unusual Activation of Pro-survival Pathway
RSF1	Unusual Activation of Pro-survival Pathway
RSU1	Unusual Activation of Pro-survival Pathway
RUNX2	Unusual Activation of Pro-survival Pathway
RUNX3	Unusual Activation of Pro-survival Pathway
S100A11	Unusual Activation of Pro-survival Pathway
S100A4	Unusual Activation of Pro-survival Pathway
S100A8	Unusual Activation of Pro-survival Pathway
SAFB2	Unusual Activation of Pro-survival Pathway
SAV1	Unusual Activation of Pro-survival Pathway
SDC2	Unusual Activation of Pro-survival Pathway
SDHB	Unusual Activation of Pro-survival Pathway
SEC23A	Unusual Activation of Pro-survival Pathway
SELENOW	Unusual Activation of Pro-survival Pathway
SFPQ	Unusual Activation of Pro-survival Pathway
SFRP1	Unusual Activation of Pro-survival Pathway
SGPL1	Unusual Activation of Pro-survival Pathway
SHC1	Unusual Activation of Pro-survival Pathway
SIAH2	Unusual Activation of Pro-survival Pathway
SIRT1	Unusual Activation of Pro-survival Pathway
SIRT6	Unusual Activation of Pro-survival Pathway
SLAIN1	Unusual Activation of Pro-survival Pathway
SLC16A1	Unusual Activation of Pro-survival Pathway
SLC16A3	Unusual Activation of Pro-survival Pathway
SLC25A5	Unusual Activation of Pro-survival Pathway
SLC2A1	Unusual Activation of Pro-survival Pathway
SLC31A1	Unusual Activation of Pro-survival Pathway
SMAD3	Unusual Activation of Pro-survival Pathway
SMAD4	Unusual Activation of Pro-survival Pathway
SMAD7	Unusual Activation of Pro-survival Pathway
SMARCA4	Unusual Activation of Pro-survival Pathway
SMARCC1	Unusual Activation of Pro-survival Pathway
SMC4	Unusual Activation of Pro-survival Pathway
SMUG1	Unusual Activation of Pro-survival Pathway
SNAI2	Unusual Activation of Pro-survival Pathway
SOAT1	Unusual Activation of Pro-survival Pathway
SOCS2	Unusual Activation of Pro-survival Pathway
SOCS3	Unusual Activation of Pro-survival Pathway
SOCS6	Unusual Activation of Pro-survival Pathway
SOD2	Unusual Activation of Pro-survival Pathway
SOX10	Unusual Activation of Pro-survival Pathway
SOX2	Unusual Activation of Pro-survival Pathway
SOX4	Unusual Activation of Pro-survival Pathway
SOX9	Unusual Activation of Pro-survival Pathway
SP1	Unusual Activation of Pro-survival Pathway
SPHK1	Unusual Activation of Pro-survival Pathway
SPIN1	Unusual Activation of Pro-survival Pathway
SPP1	Unusual Activation of Pro-survival Pathway
SPRY2	Unusual Activation of Pro-survival Pathway
SPTLC2	Unusual Activation of Pro-survival Pathway
SQLE	Unusual Activation of Pro-survival Pathway
SRC	Unusual Activation of Pro-survival Pathway
SRF	Unusual Activation of Pro-survival Pathway
SRI	Unusual Activation of Pro-survival Pathway
SRSF2	Unusual Activation of Pro-survival Pathway
ST3GAL4	Unusual Activation of Pro-survival Pathway
STARD10	Unusual Activation of Pro-survival Pathway
STAT3	Unusual Activation of Pro-survival Pathway
STAT5B	Unusual Activation of Pro-survival Pathway
STK4	Unusual Activation of Pro-survival Pathway
STMN1	Unusual Activation of Pro-survival Pathway
SUZ12	Unusual Activation of Pro-survival Pathway
TCF4	Unusual Activation of Pro-survival Pathway
TERT	Unusual Activation of Pro-survival Pathway
TET2	Unusual Activation of Pro-survival Pathway
TFAM	Unusual Activation of Pro-survival Pathway
TFAP2A	Unusual Activation of Pro-survival Pathway
TGFA	Unusual Activation of Pro-survival Pathway
TGFB1	Unusual Activation of Pro-survival Pathway
TGFB2	Unusual Activation of Pro-survival Pathway
TGFBR1	Unusual Activation of Pro-survival Pathway
TGFBR2	Unusual Activation of Pro-survival Pathway
TIMP3	Unusual Activation of Pro-survival Pathway
TM7SF2	Unusual Activation of Pro-survival Pathway
TMED3	Unusual Activation of Pro-survival Pathway
TMEM54	Unusual Activation of Pro-survival Pathway
TNFAIP3	Unusual Activation of Pro-survival Pathway
TNFAIP8	Unusual Activation of Pro-survival Pathway
TNFSF10	Unusual Activation of Pro-survival Pathway
TNFSF13B	Unusual Activation of Pro-survival Pathway
TOM1	Unusual Activation of Pro-survival Pathway
TOP1	Unusual Activation of Pro-survival Pathway
TOP2B	Unusual Activation of Pro-survival Pathway
TP53	Unusual Activation of Pro-survival Pathway
TP53INP1	Unusual Activation of Pro-survival Pathway
TP63	Unusual Activation of Pro-survival Pathway
TP73	Unusual Activation of Pro-survival Pathway
TPD52	Unusual Activation of Pro-survival Pathway
TPT1	Unusual Activation of Pro-survival Pathway
TRIB3	Unusual Activation of Pro-survival Pathway
TRIM16	Unusual Activation of Pro-survival Pathway
TRIM27	Unusual Activation of Pro-survival Pathway
TRIM37	Unusual Activation of Pro-survival Pathway
TUSC3	Unusual Activation of Pro-survival Pathway
TWF1	Unusual Activation of Pro-survival Pathway
TYMS	Unusual Activation of Pro-survival Pathway
UBE2C	Unusual Activation of Pro-survival Pathway
UBR5	Unusual Activation of Pro-survival Pathway
UCP2	Unusual Activation of Pro-survival Pathway
ULK1	Unusual Activation of Pro-survival Pathway
USP14	Unusual Activation of Pro-survival Pathway
USP22	Unusual Activation of Pro-survival Pathway
VDR	Unusual Activation of Pro-survival Pathway
VEGFA	Unusual Activation of Pro-survival Pathway
VEGFC	Unusual Activation of Pro-survival Pathway
VHL	Unusual Activation of Pro-survival Pathway
VOPP1	Unusual Activation of Pro-survival Pathway
WEE1	Unusual Activation of Pro-survival Pathway
WLS	Unusual Activation of Pro-survival Pathway
WNT5A	Unusual Activation of Pro-survival Pathway
WNT7B	Unusual Activation of Pro-survival Pathway
WTAP	Unusual Activation of Pro-survival Pathway
XIAP	Unusual Activation of Pro-survival Pathway
XRCC3	Unusual Activation of Pro-survival Pathway
XRCC4	Unusual Activation of Pro-survival Pathway
YAP1	Unusual Activation of Pro-survival Pathway
YBX1	Unusual Activation of Pro-survival Pathway
YEATS4	Unusual Activation of Pro-survival Pathway
YES1	Unusual Activation of Pro-survival Pathway
YWHAZ	Unusual Activation of Pro-survival Pathway
YY1	Unusual Activation of Pro-survival Pathway
ZBTB7A	Unusual Activation of Pro-survival Pathway
ZEB1	Unusual Activation of Pro-survival Pathway
ZEB2	Unusual Activation of Pro-survival Pathway
ZKSCAN1	Unusual Activation of Pro-survival Pathway
ZNF217	Unusual Activation of Pro-survival Pathway