Genes	NMF_Filt	Prospective IPMS	Cancer Co-Regulation	STRING Experimental	Pathway Knowledge
CCL5	213.5	0.0	0.0	0.0	0.0
ERG	210.5	0.0	0.0	0.0	0.0
CXCL9	172.5	0.0	0.0	0.0	0.0
CD4	168.5	0.0	0.0	0.0	0.0
FOXO1	164.5	0.0	1.0	0.0	0.0
PAX2	150.5	0.0	0.0	0.0	0.0
CCR7	149.5	0.0	0.0	0.0	0.0
CCL19	144.5	0.0	0.0	0.0	0.0
MSH2	142.5	1.0	0.0	0.0	0.0
CX3CL1	132.5	0.0	1.0	0.0	0.0
TLR2	130.5	0.0	0.0	1.0	0.0
CXCL12	123.5	0.0	0.0	0.0	0.0
CCL1	119.5	0.0	0.0	0.0	0.0
GATA2	115.5	0.0	0.0	0.0	0.0
MLH1	112.5	0.0	0.0	0.0	0.0
CDK2	105.5	1.0	0.0	0.0	0.0
IL4	91.5	0.0	0.0	0.0	0.0
FBXW7	90.5	0.0	0.0	0.0	0.0
MAGEA3	83.5	0.0	0.0	0.0	0.0
CASP8	73.5	0.0	0.0	0.0	0.0
ARID1A	67.5	0.0	0.0	0.0	0.0
CDX2	67.0	0.0	0.0	0.0	0.0
CCL2	61.5	0.0	0.0	0.0	0.0
NEDD4	60.5	0.0	1.0	0.0	0.0
CTLA4	57.5	0.0	0.0	0.0	0.0
FOXP3	54.5	0.0	0.0	0.0	0.0
VHL	53.5	0.0	0.0	0.0	0.0
CDKN1A	52.5	0.0	0.0	0.0	0.0
PAX6	52.5	0.0	0.0	0.0	0.0
ATM	48.5	0.0	0.0	0.0	0.0
AKT2	45.5	0.0	0.0	1.0	1.0
E2F1	36.0	0.0	0.0	1.0	0.0
ADAM10	32.0	0.0	1.0	0.0	0.0
FLT3	31.5	0.0	0.0	1.0	0.0
JAK1	30.5	0.0	1.0	1.0	0.0
HRAS	27.5	0.0	0.0	1.0	1.0
FGFR3	27.0	0.0	1.0	1.0	0.0
TLR4	25.0	0.0	0.0	1.0	0.0
DCN	24.5	0.0	0.0	1.0	0.0
STAT1	24.0	0.0	0.0	1.0	0.0
CDH2	23.5	0.0	0.0	0.0	0.0
NRG1	21.0	0.0	1.0	1.0	1.0
GRB10	20.5	0.0	0.0	1.0	0.0
MDM2	19.5	0.0	0.0	0.0	0.0
MUC2	19.5	0.0	0.0	0.0	0.0
CDK6	19.5	0.0	1.0	0.0	0.0
SMAD4	19.0	0.0	0.0	0.0	0.0
MAP2K2	18.5	0.0	0.0	1.0	1.0
TLR3	15.5	0.0	1.0	1.0	0.0
CXCL1	13.0	0.0	0.0	0.0	0.0
GSK3B	13.0	0.0	0.0	1.0	0.0
TIMP1	12.5	0.0	0.0	0.0	0.0
EPAS1	11.5	0.0	1.0	0.0	0.0
EGFR	9.0	0.0	0.0	0.0	0.0
CASP3	9.0	0.0	0.0	0.0	0.0
NRAS	8.0	0.0	0.0	1.0	1.0
SOX9	8.0	0.0	0.0	0.0	0.0
CXCR4	7.0	1.0	0.0	1.0	0.0
BAX	5.5	1.0	0.0	0.0	0.0
CXCL8	4.5	0.0	0.0	0.0	1.0
ENG	4.5	0.0	0.0	0.0	0.0
JAK2	3.5	0.0	0.0	1.0	0.0
ADAM17	1.0	0.0	1.0	0.0	0.0
HIF1A	1.0	0.0	1.0	0.0	0.0
KRAS	0.0	0.0	0.0	1.0	1.0
ERBB2	0.0	0.0	0.0	1.0	1.0
PTEN	0.0	0.0	0.0	0.0	0.0
STAT3	0.0	0.0	0.0	1.0	0.0
BRAF	0.0	0.0	0.0	1.0	0.0
TP53	0.0	0.0	0.0	1.0	0.0
VEGFA	0.0	0.0	1.0	0.0	0.0
PIK3CA	0.0	1.0	1.0	0.0	1.0
CCNB1	-0.5	0.0	0.0	0.0	0.0
EGF	-1.0	0.0	0.0	1.0	1.0
AKT1	-1.0	0.0	0.0	1.0	1.0
TNF	-1.5	0.0	0.0	0.0	0.0
MTOR	-2.0	1.0	0.0	1.0	0.0
MYC	-2.0	0.0	0.0	0.0	1.0
HBEGF	-2.5	0.0	1.0	1.0	1.0
CTNNB1	-3.0	0.0	0.0	1.0	1.0
RET	-4.0	0.0	0.0	1.0	0.0
ERBB3	-5.0	0.0	1.0	1.0	1.0
BCL2L1	-5.0	0.0	0.0	0.0	0.0
IL6	-5.0	0.0	0.0	0.0	0.0
CDK4	-5.0	0.0	0.0	0.0	0.0
STAT6	-5.5	0.0	0.0	1.0	0.0
PTK2	-6.0	0.0	0.0	1.0	1.0
MAP2K1	-6.0	0.0	1.0	1.0	1.0
ERBB4	-7.0	0.0	0.0	1.0	1.0
PTGS2	-7.0	0.0	1.0	0.0	0.0
BRCA1	-7.5	0.0	0.0	0.0	0.0
GRB2	-7.5	1.0	0.0	1.0	1.0
HLA-A	-7.5	1.0	0.0	1.0	0.0
AREG	-8.0	0.0	0.0	1.0	1.0
KDR	-8.0	0.0	0.0	1.0	0.0
BIRC5	-9.0	0.0	0.0	0.0	0.0
CD274	-9.5	0.0	1.0	0.0	0.0
APP	-10.5	0.0	1.0	1.0	0.0
CCND1	-11.0	0.0	0.0	1.0	0.0
MAPK1	-12.5	1.0	1.0	1.0	1.0
MUC5AC	-12.5	0.0	0.0	0.0	0.0
MMP9	-13.0	0.0	0.0	0.0	0.0
ROS1	-14.0	0.0	1.0	0.0	0.0
CHEK1	-16.5	0.0	0.0	0.0	0.0
MMP2	-17.0	0.0	0.0	0.0	0.0
BTC	-18.0	0.0	0.0	1.0	1.0
ABCG2	-20.0	0.0	1.0	0.0	0.0
SMARCB1	-20.0	0.0	0.0	0.0	0.0
IDH1	-22.0	1.0	0.0	0.0	0.0
HGF	-22.0	0.0	0.0	0.0	0.0
SMAD3	-22.0	0.0	1.0	0.0	0.0
GLI1	-22.5	0.0	0.0	1.0	0.0
CBL	-24.0	1.0	1.0	1.0	1.0
IL6ST	-24.5	0.0	1.0	0.0	0.0
MSX1	-24.5	0.0	0.0	0.0	0.0
NOTCH1	-26.0	0.0	1.0	1.0	0.0
MGMT	-28.5	0.0	1.0	0.0	0.0
CDKN1B	-28.5	0.0	0.0	0.0	0.0
EIF4EBP1	-28.5	0.0	0.0	0.0	0.0
BCL2	-29.0	0.0	0.0	0.0	0.0
ACTA2	-29.5	0.0	0.0	1.0	0.0
FOXO3	-30.0	0.0	0.0	0.0	0.0
BRCA2	-30.5	0.0	0.0	0.0	0.0
GATA3	-31.0	0.0	0.0	0.0	0.0
CSK	-33.0	0.0	0.0	1.0	0.0
CDH1	-33.0	0.0	0.0	1.0	0.0
ABCB1	-33.5	0.0	0.0	0.0	0.0
EREG	-34.0	0.0	0.0	1.0	1.0
FGFR2	-35.5	0.0	1.0	1.0	0.0
STK11	-36.5	0.0	0.0	1.0	0.0
MUC16	-36.5	0.0	0.0	0.0	0.0
IGF1R	-38.0	0.0	0.0	1.0	1.0
CD44	-38.0	0.0	0.0	0.0	0.0
AR	-38.5	0.0	0.0	1.0	0.0
TP63	-39.5	0.0	0.0	0.0	0.0
SHC1	-39.5	1.0	0.0	1.0	1.0
TWIST1	-39.5	0.0	0.0	0.0	0.0
NOS2	-40.0	0.0	1.0	0.0	0.0
ERCC1	-41.0	0.0	0.0	1.0	0.0
FAS	-41.5	0.0	0.0	1.0	0.0
SMAD2	-42.5	0.0	0.0	0.0	0.0
MUC1	-43.0	0.0	0.0	1.0	0.0
SNAI1	-43.5	0.0	0.0	0.0	0.0
PXN	-44.5	0.0	0.0	1.0	0.0
TGFB1	-45.5	0.0	0.0	1.0	0.0
FGFR1	-46.0	0.0	0.0	0.0	0.0
EGR1	-48.5	0.0	0.0	1.0	0.0
TTF1	-49.5	0.0	0.0	0.0	0.0
PDCD1	-49.5	0.0	0.0	0.0	0.0
CLDN1	-49.5	0.0	1.0	0.0	0.0
BECN1	-50.0	0.0	0.0	1.0	0.0
ZEB1	-50.5	0.0	1.0	0.0	0.0
CXCL2	-50.5	0.0	0.0	0.0	0.0
SLC2A1	-51.0	0.0	1.0	0.0	0.0
CKAP4	-54.0	0.0	0.0	1.0	0.0
BMI1	-54.5	0.0	0.0	0.0	0.0
NKX2-1	-55.0	0.0	0.0	0.0	0.0
GPER1	-55.5	0.0	0.0	0.0	0.0
PROM1	-55.5	0.0	0.0	0.0	0.0
DNMT1	-55.5	0.0	0.0	0.0	0.0
ADAM12	-56.5	0.0	0.0	1.0	0.0
OCLN	-56.5	0.0	0.0	0.0	0.0
RELA	-58.5	0.0	0.0	0.0	1.0
RAC1	-60.5	1.0	0.0	1.0	1.0
H2AFX	-61.5	0.0	0.0	1.0	0.0
PRKDC	-61.5	0.0	0.0	0.0	0.0
CAV1	-63.5	0.0	1.0	1.0	0.0
MUC5B	-63.5	0.0	0.0	0.0	0.0
CD24	-64.5	0.0	0.0	0.0	0.0
PTPN11	-65.5	1.0	1.0	1.0	0.0
SOS1	-68.5	1.0	0.0	1.0	1.0
LYN	-68.5	1.0	0.0	1.0	0.0
CYP1A1	-69.5	0.0	0.0	0.0	0.0
HES1	-70.5	0.0	0.0	0.0	0.0
CTGF	-72.5	0.0	0.0	1.0	0.0
ZEB2	-73.5	0.0	0.0	0.0	0.0
CXCL5	-74.0	0.0	1.0	0.0	0.0
YAP1	-75.0	0.0	1.0	1.0	0.0
HDAC1	-75.5	0.0	0.0	0.0	0.0
XIAP	-76.5	0.0	0.0	0.0	0.0
TJP1	-80.0	0.0	1.0	1.0	0.0
MCL1	-80.5	0.0	0.0	0.0	0.0
RHOA	-83.5	1.0	0.0	1.0	1.0
CYBB	-83.5	0.0	0.0	0.0	0.0
LRIG1	-85.0	0.0	0.0	1.0	0.0
EZH2	-89.0	0.0	0.0	0.0	0.0
MMP1	-90.0	0.0	0.0	0.0	0.0
CYP2D6	-90.5	0.0	0.0	0.0	0.0
EPCAM	-91.5	1.0	0.0	0.0	0.0
PARP1	-91.5	0.0	0.0	1.0	0.0
CASP7	-92.5	0.0	0.0	0.0	0.0
ATRX	-94.5	0.0	0.0	0.0	0.0
ACKR3	-98.5	0.0	0.0	1.0	0.0
SOX2	-99.0	0.0	1.0	0.0	0.0
SPINK1	-100.5	0.0	0.0	0.0	0.0
HLA-G	-100.5	0.0	0.0	0.0	0.0
CA9	-101.5	0.0	1.0	0.0	0.0
IKBKB	-102.5	0.0	0.0	0.0	0.0
SYK	-103.5	0.0	0.0	1.0	0.0
EML4	-109.5	1.0	0.0	0.0	0.0
NDRG1	-111.5	0.0	1.0	0.0	0.0
ERRFI1	-113.5	0.0	1.0	1.0	0.0
RRM1	-118.0	0.0	0.0	0.0	0.0
HNF4A	-118.5	0.0	0.0	0.0	0.0
MMP7	-120.0	0.0	0.0	0.0	0.0
FCGR3B	-121.5	0.0	0.0	0.0	0.0
HDAC6	-124.5	0.0	0.0	1.0	0.0
ACVRL1	-126.5	0.0	0.0	0.0	0.0
NFE2L2	-127.5	0.0	1.0	0.0	0.0
CYLD	-127.5	0.0	0.0	0.0	0.0
PML	-128.5	0.0	0.0	1.0	0.0
IGFBP3	-130.0	0.0	0.0	1.0	0.0
SHH	-131.0	0.0	0.0	0.0	0.0
CD47	-138.5	0.0	0.0	0.0	0.0
WWOX	-139.5	0.0	0.0	0.0	0.0
JAG1	-141.5	0.0	1.0	0.0	0.0
FCGR3A	-142.0	0.0	0.0	0.0	0.0
TOP2B	-144.5	1.0	0.0	0.0	0.0
CREB1	-149.0	0.0	0.0	0.0	0.0
GAB1	-150.0	1.0	0.0	1.0	0.0
SERPINE1	-156.5	0.0	1.0	0.0	0.0
MMP13	-160.5	0.0	0.0	0.0	0.0
MVP	-161.5	0.0	0.0	1.0	0.0
YY1AP1	-169.5	0.0	0.0	0.0	0.0
ICAM1	-171.5	0.0	0.0	1.0	0.0
PTPN1	-173.5	1.0	0.0	1.0	0.0
KRT5	-174.0	0.0	0.0	1.0	0.0
SMO	-180.5	0.0	0.0	0.0	0.0
NES	-182.0	1.0	0.0	0.0	0.0
FOXA2	-182.5	0.0	0.0	0.0	0.0
CDKN2B	-183.5	0.0	0.0	1.0	0.0
SPRY2	-184.5	0.0	0.0	1.0	0.0
CDKN2A	-189.5	0.0	0.0	1.0	0.0
PAK1	-190.5	0.0	0.0	1.0	0.0
HMOX1	-192.5	0.0	0.0	0.0	0.0
PRKCA	-196.5	0.0	1.0	1.0	1.0
S100A4	-205.5	0.0	0.0	1.0	0.0
SDC1	-209.5	0.0	0.0	0.0	0.0
INSR	-210.5	1.0	0.0	1.0	0.0
PRKCD	-211.5	1.0	1.0	1.0	0.0
PTCH1	-215.5	0.0	0.0	1.0	0.0
USP8	-216.0	0.0	0.0	1.0	0.0
YBX1	-216.5	1.0	0.0	0.0	0.0
SDC4	-219.5	0.0	0.0	0.0	0.0
WWTR1	-223.5	0.0	1.0	0.0	0.0
KEAP1	-224.5	0.0	0.0	1.0	0.0
CRKL	-231.5	0.0	1.0	1.0	0.0
KLRK1	-235.5	0.0	0.0	0.0	0.0
TGFA	-236.5	0.0	1.0	1.0	1.0
OLIG2	-236.5	0.0	0.0	0.0	0.0
NAPSA	-236.5	0.0	0.0	0.0	0.0
BSG	-239.5	0.0	0.0	0.0	0.0
ORAI1	-240.5	0.0	0.0	0.0	0.0
CIP2A	-241.5	0.0	0.0	1.0	0.0
TUBB3	-241.5	0.0	0.0	0.0	0.0
AURKA	-243.5	1.0	0.0	1.0	0.0
HTATIP2	-244.5	0.0	0.0	0.0	0.0
EGLN3	-245.5	0.0	1.0	0.0	0.0
FASN	-252.5	0.0	0.0	0.0	0.0
TFE3	-257.5	0.0	1.0	0.0	0.0
VPS37A	-258.5	0.0	0.0	0.0	0.0
REG4	-259.5	0.0	0.0	0.0	0.0
ARRB2	-259.5	0.0	0.0	1.0	0.0
MTHFR	-260.5	0.0	0.0	0.0	0.0
MCAM	-265.5	0.0	0.0	0.0	0.0
PIK3R1	-266.5	1.0	0.0	1.0	1.0
EPGN	-267.5	0.0	0.0	0.0	0.0
KIF5B	-270.5	0.0	0.0	0.0	0.0
PLCG1	-271.5	0.0	0.0	1.0	1.0
CD82	-274.5	0.0	1.0	1.0	0.0
CHI3L1	-277.5	0.0	0.0	0.0	0.0
APPL1	-280.5	1.0	0.0	1.0	0.0
TACC3	-281.5	0.0	0.0	0.0	0.0
DUSP1	-282.5	0.0	1.0	0.0	0.0
ITGB3	-286.5	1.0	0.0	1.0	0.0
LAMP1	-289.5	1.0	0.0	1.0	0.0
TRPM6	-290.5	0.0	0.0	0.0	0.0
SH3KBP1	-291.5	0.0	0.0	1.0	1.0
LRRK2	-291.5	0.0	1.0	1.0	0.0
ASH2L	-300.5	0.0	0.0	0.0	0.0
ANXA2	-300.5	1.0	0.0	0.0	0.0
DUSP3	-304.5	0.0	0.0	1.0	0.0
RAB5C	-304.5	0.0	0.0	0.0	0.0
RAB11FIP1	-305.5	1.0	0.0	0.0	0.0
ARNTL	-310.5	0.0	1.0	0.0	0.0
TNK2	-311.5	1.0	0.0	1.0	0.0
TERF2IP	-315.5	0.0	0.0	1.0	0.0
MAML2	-318.5	0.0	1.0	0.0	0.0
PTGES	-321.5	1.0	0.0	0.0	0.0
DUOX2	-324.5	0.0	0.0	0.0	0.0
DUSP4	-325.5	0.0	1.0	0.0	0.0
CBLB	-330.5	1.0	0.0	1.0	0.0
ALDH1A1	-334.5	0.0	0.0	0.0	0.0
CDCP1	-335.5	0.0	0.0	1.0	0.0
LAMC2	-340.5	0.0	0.0	0.0	0.0
HCAR2	-348.5	0.0	0.0	0.0	0.0
EGFL7	-352.5	0.0	0.0	0.0	0.0
GPRC5A	-353.5	0.0	0.0	0.0	0.0
RHBDL2	-360.5	0.0	0.0	1.0	0.0
STAM2	-368.5	1.0	0.0	1.0	0.0
RABEP1	-369.5	1.0	0.0	0.0	0.0
EPS15	-374.5	1.0	0.0	1.0	0.0
AKTIP	-380.5	0.0	0.0	1.0	0.0