Mutation

List of causal flows influenced by the mutation.

Causal Flows are statistically significant links between putative causal events (somatic mutations, copy number variations, chromosomal translocations, etc.) and the activity levels of regulators and regulons. In the causal flow, a mutation may causally activate or deactivate a downstream regulator which then might up- down-regulates a regulon that contains genes with similar expression profiles and binding sites.

Causal Mechanistic Flows for Mutation NRAS

RegulatorRoleRegulonCox Hazard Ratio (Regulon)Transcriptional Programs
DR1down-regulatesR-45-0.00173773Pr-95

Genes (5)

EIF3F, ASB8, NDUFV2, METTL23, GM2A

Regulons (5)

R-45, R-984, R-5, R-1928, R-600

SMAD3down-regulatesR-2966-0.0660624Pr-85
IRF1up-regulatesR-180-0.0848453Pr-0
MEF2Aup-regulatesR-18760.111678Pr-137
TP53up-regulatesR-3760.127114Pr-38
FLI1up-regulatesR-790-0.135687Pr-137
NFIL3up-regulatesR-1686-0.145704Pr-25
IRF7up-regulatesR-1086-0.243887Pr-41
NR2C2up-regulatesR-1388-0.247005Pr-117
SPIBdown-regulatesR-670-0.26844Pr-92
ZNF143down-regulatesR-2318-0.27862Pr-4
ETS1down-regulatesR-5-0.284036Pr-95

Genes (5)

EIF3F, ASB8, NDUFV2, METTL23, GM2A

Regulons (5)

R-45, R-984, R-5, R-1928, R-600

PEBP1down-regulatesR-1756-0.29837Pr-58
MAZdown-regulatesR-5100.306813Pr-62
IRF1up-regulatesR-1900.33011Pr-56
CEBPBdown-regulatesR-1768-0.337185Pr-109
TRAF4up-regulatesR-3042-0.342468Pr-122
ERFup-regulatesR-3360.343262Pr-35
SPIBdown-regulatesR-6610.39364Pr-85
CEBPBdown-regulatesR-17700.400611Pr-99
NR2C2up-regulatesR-1389-0.401596Pr-92
HMGA1up-regulatesR-8320.407077Pr-119

Genes (4)

GPBAR1, RHD, GMFB, C5AR1

Regulons (4)

R-832, R-1181, R-58, R-164

PARP1down-regulatesR-26410.417694Pr-128
KLF4down-regulatesR-2758-0.426292Pr-129
HINFPup-regulatesR-2624-0.44835Pr-35
MAFdown-regulatesR-1020.468356Pr-88
HINFPup-regulatesR-2627-0.48712Pr-88
PBX1down-regulatesR-21080.496117Pr-57

Genes (3)

UCP2, ZNF746, IARS

Regulons (3)

R-1059, R-2108, R-2499

IRF7up-regulatesR-1093-0.530543Pr-46

Genes (3)

RELL1, NCKIPSD, ACAD11

Regulons (3)

R-1093, R-364, R-2171

MAZdown-regulatesR-5070.537629Pr-129
IRF1up-regulatesR-193-0.549869Pr-136
NFATC2down-regulatesR-16880.551677Pr-85
MEF2Aup-regulatesR-18860.552959Pr-129
NR3C1down-regulatesR-3181-0.557618Pr-12
MEF2Aup-regulatesR-18720.561055Pr-56
ELF1up-regulatesR-2984-0.581395Pr-25
FOX3Adown-regulatesR-1513-0.598267Pr-127
ELK4down-regulatesR-7710.623476Pr-117
NFYCdown-regulatesR-298-0.660463Pr-59
MYBdown-regulatesR-6150.668149Pr-85
IRF7up-regulatesR-10830.674001Pr-124
HINFPup-regulatesR-26260.710238Pr-108
PEBP1down-regulatesR-1757-0.714169Pr-41
FLI1up-regulatesR-786-0.733394Pr-59
MEF2Aup-regulatesR-18750.748013Pr-134

Genes (104)

MCTP1, RUVBL1, AMIGO3, HSD11B2, RHOG, FLII, TRIML2, RCC2, RAB39A, SEPHS2, ZNF467, ACBD4, SGSH, SHMT2, TRAPPC6B, C16orf72, EWSR1, SELENOF, CSF1, COPB2, ZFP90, TCN2, TARSL2, LMLN, ZBTB3, ZNF829, LAMP1, POLR3C, SESTD1, DCC, PLEKHG7, DPYD, IDO2, ZNF548, NHLRC3, MSANTD1, ARID2, KIAA0408, ZFP92, PAX5, SRGAP3, GDAP2, PDLIM7, HIST1H4C, ZNF785, ZNF786, KLHDC1, ZNF181, MYO1C, ADH5, SIRPA, HIBCH, QRICH1, ASNA1, SPRED2, HLA-DRB5, NCOA6, IPO9, LRIG2, FOXJ3, INPP5F, SELENOT, SPOUT1, PCMTD2, ZNF805, ASPDH, AKT1S1, ZBTB10, CFI, VGLL3, SCAF8, LAT, REPIN1, FBXO16, HAUS3, PPME1, DDX3X, NPEPL1, PPP3R1, C19orf73, TIAF1, PLCXD2, PISD, ARFGAP3, EIF4EBP3, TICAM2, TTC4, PCDHGA12, KIAA1147, THTPA, ZNF559-ZNF177, VBP1, PITX1, HOXD1

Regulons (119)

R-396, R-2169, R-1655, R-642, R-2117, R-1267, R-2764, R-2601, R-1748, R-1705, R-2634, R-172, R-2508, R-1102, R-1707, R-1656, R-1642, R-109, R-1270, R-1933, R-207, R-454, R-1100, R-2607, R-1875, R-57, R-797, R-108, R-1730, R-1741, R-580, R-2659, R-2763, R-944, R-2160, R-100, R-2180, R-2616, R-1769, R-2996, R-1082, R-2500, R-82, R-1310, R-1008, R-1099, R-2435, R-1641, R-380, R-2224, R-2596, R-1643, R-1158, R-1646, R-205, R-899, R-1077, R-516, R-1765, R-2334, R-1066, R-163, R-1376, R-671, R-1281, R-2502, R-2810, R-1582, R-2082, R-3166, R-1004, R-2888, R-822, R-1737, R-1535, R-2748, R-2332, R-2674, R-2614, R-2682, R-1276, R-1639, R-517, R-1732, R-1011, R-1466, R-289, R-2827, R-675, R-549, R-198, R-2841, R-2825, R-2598, R-1307, R-2902, R-515, R-1676, R-103, R-2742, R-1758, R-2229, R-1652, R-1715, R-1058, R-1644, R-1018, R-1653, R-1416, R-2828, R-2670, R-1528, R-446, R-2687, R-520, R-1108, R-1970, R-2513, R-2272

SMAD4down-regulatesR-23560.755167Pr-111
SMAD3down-regulatesR-2960-0.759716Pr-90
SOX4down-regulatesR-2189-0.776926Pr-12
MYBdown-regulatesR-619-0.781425Pr-59
SOX4down-regulatesR-2186-0.80587Pr-22
STAT5Bdown-regulatesR-23660.819111Pr-85
ETS1down-regulatesR-7-0.82093Pr-64
ELF1up-regulatesR-2995-0.821049Pr-117
TCF4down-regulatesR-30030.851152Pr-139
NFYAdown-regulatesR-14790.89477Pr-129
IRF1up-regulatesR-1820.909345Pr-124
ARID3Adown-regulatesR-13400.91304Pr-124
PITX1up-regulatesR-6600.931027Pr-108
SREBF1down-regulatesR-11370.963749Pr-87
ERFup-regulatesR-3310.969151Pr-136
IRF7up-regulatesR-1092-0.976053Pr-40
PEBP1down-regulatesR-17530.977186Pr-4
PAX5up-regulatesR-23740.983647Pr-85
ESRRAup-regulatesR-27380.991373Pr-117
NFATC1down-regulatesR-2207-1.00385Pr-15
SOX4down-regulatesR-21801.02925Pr-134

Genes (104)

MCTP1, RUVBL1, AMIGO3, HSD11B2, RHOG, FLII, TRIML2, RCC2, RAB39A, SEPHS2, ZNF467, ACBD4, SGSH, SHMT2, TRAPPC6B, C16orf72, EWSR1, SELENOF, CSF1, COPB2, ZFP90, TCN2, TARSL2, LMLN, ZBTB3, ZNF829, LAMP1, POLR3C, SESTD1, DCC, PLEKHG7, DPYD, IDO2, ZNF548, NHLRC3, MSANTD1, ARID2, KIAA0408, ZFP92, PAX5, SRGAP3, GDAP2, PDLIM7, HIST1H4C, ZNF785, ZNF786, KLHDC1, ZNF181, MYO1C, ADH5, SIRPA, HIBCH, QRICH1, ASNA1, SPRED2, HLA-DRB5, NCOA6, IPO9, LRIG2, FOXJ3, INPP5F, SELENOT, SPOUT1, PCMTD2, ZNF805, ASPDH, AKT1S1, ZBTB10, CFI, VGLL3, SCAF8, LAT, REPIN1, FBXO16, HAUS3, PPME1, DDX3X, NPEPL1, PPP3R1, C19orf73, TIAF1, PLCXD2, PISD, ARFGAP3, EIF4EBP3, TICAM2, TTC4, PCDHGA12, KIAA1147, THTPA, ZNF559-ZNF177, VBP1, PITX1, HOXD1

Regulons (119)

R-396, R-2169, R-1655, R-642, R-2117, R-1267, R-2764, R-2601, R-1748, R-1705, R-2634, R-172, R-2508, R-1102, R-1707, R-1656, R-1642, R-109, R-1270, R-1933, R-207, R-454, R-1100, R-2607, R-1875, R-57, R-797, R-108, R-1730, R-1741, R-580, R-2659, R-2763, R-944, R-2160, R-100, R-2180, R-2616, R-1769, R-2996, R-1082, R-2500, R-82, R-1310, R-1008, R-1099, R-2435, R-1641, R-380, R-2224, R-2596, R-1643, R-1158, R-1646, R-205, R-899, R-1077, R-516, R-1765, R-2334, R-1066, R-163, R-1376, R-671, R-1281, R-2502, R-2810, R-1582, R-2082, R-3166, R-1004, R-2888, R-822, R-1737, R-1535, R-2748, R-2332, R-2674, R-2614, R-2682, R-1276, R-1639, R-517, R-1732, R-1011, R-1466, R-289, R-2827, R-675, R-549, R-198, R-2841, R-2825, R-2598, R-1307, R-2902, R-515, R-1676, R-103, R-2742, R-1758, R-2229, R-1652, R-1715, R-1058, R-1644, R-1018, R-1653, R-1416, R-2828, R-2670, R-1528, R-446, R-2687, R-520, R-1108, R-1970, R-2513, R-2272

CEBPBdown-regulatesR-17691.04174Pr-134

Genes (104)

MCTP1, RUVBL1, AMIGO3, HSD11B2, RHOG, FLII, TRIML2, RCC2, RAB39A, SEPHS2, ZNF467, ACBD4, SGSH, SHMT2, TRAPPC6B, C16orf72, EWSR1, SELENOF, CSF1, COPB2, ZFP90, TCN2, TARSL2, LMLN, ZBTB3, ZNF829, LAMP1, POLR3C, SESTD1, DCC, PLEKHG7, DPYD, IDO2, ZNF548, NHLRC3, MSANTD1, ARID2, KIAA0408, ZFP92, PAX5, SRGAP3, GDAP2, PDLIM7, HIST1H4C, ZNF785, ZNF786, KLHDC1, ZNF181, MYO1C, ADH5, SIRPA, HIBCH, QRICH1, ASNA1, SPRED2, HLA-DRB5, NCOA6, IPO9, LRIG2, FOXJ3, INPP5F, SELENOT, SPOUT1, PCMTD2, ZNF805, ASPDH, AKT1S1, ZBTB10, CFI, VGLL3, SCAF8, LAT, REPIN1, FBXO16, HAUS3, PPME1, DDX3X, NPEPL1, PPP3R1, C19orf73, TIAF1, PLCXD2, PISD, ARFGAP3, EIF4EBP3, TICAM2, TTC4, PCDHGA12, KIAA1147, THTPA, ZNF559-ZNF177, VBP1, PITX1, HOXD1

Regulons (119)

R-396, R-2169, R-1655, R-642, R-2117, R-1267, R-2764, R-2601, R-1748, R-1705, R-2634, R-172, R-2508, R-1102, R-1707, R-1656, R-1642, R-109, R-1270, R-1933, R-207, R-454, R-1100, R-2607, R-1875, R-57, R-797, R-108, R-1730, R-1741, R-580, R-2659, R-2763, R-944, R-2160, R-100, R-2180, R-2616, R-1769, R-2996, R-1082, R-2500, R-82, R-1310, R-1008, R-1099, R-2435, R-1641, R-380, R-2224, R-2596, R-1643, R-1158, R-1646, R-205, R-899, R-1077, R-516, R-1765, R-2334, R-1066, R-163, R-1376, R-671, R-1281, R-2502, R-2810, R-1582, R-2082, R-3166, R-1004, R-2888, R-822, R-1737, R-1535, R-2748, R-2332, R-2674, R-2614, R-2682, R-1276, R-1639, R-517, R-1732, R-1011, R-1466, R-289, R-2827, R-675, R-549, R-198, R-2841, R-2825, R-2598, R-1307, R-2902, R-515, R-1676, R-103, R-2742, R-1758, R-2229, R-1652, R-1715, R-1058, R-1644, R-1018, R-1653, R-1416, R-2828, R-2670, R-1528, R-446, R-2687, R-520, R-1108, R-1970, R-2513, R-2272

MYBdown-regulatesR-6241.05914Pr-114

Genes (3)

PCGF5, SAMD11, KCTD21

Regulons (7)

R-48, R-2383, R-624, R-231, R-1087, R-2653, R-107

TRAF4up-regulatesR-30341.06768Pr-124
ETS1down-regulatesR-131.07999Pr-93
HMGA1up-regulatesR-8331.0818Pr-58
SOX4down-regulatesR-2184-1.09056Pr-113
HINFPup-regulatesR-2625-1.11022Pr-118
NFE2L1down-regulatesR-18241.11096Pr-127
NFATC1down-regulatesR-22061.13365Pr-0
MYCup-regulatesR-20691.14857Pr-117
MAFGdown-regulatesR-1485-1.14909Pr-117
IRF1up-regulatesR-195-1.1496Pr-9
ARID3Adown-regulatesR-1344-1.15545Pr-9
KLF7down-regulatesR-282-1.16094Pr-15
STAT3down-regulatesR-3101.16096Pr-93
SMAD3down-regulatesR-29611.18119Pr-117
HMGA1up-regulatesR-8261.24266Pr-93
MAFGdown-regulatesR-1491-1.24402Pr-112
MEF2Aup-regulatesR-1878-1.24921Pr-9
IRF1up-regulatesR-1941.26041Pr-3
ATF2down-regulatesR-30921.26346Pr-111
NFIAdown-regulatesR-3531.30799Pr-90
ETS1down-regulatesR-101.31637Pr-109
KLF13up-regulatesR-2041-1.31925Pr-42
SPIBdown-regulatesR-6641.32468Pr-87
TP53up-regulatesR-3601.33442Pr-85
CEBPZup-regulatesR-7561.361Pr-129
GRHL1up-regulatesR-3145-1.37724Pr-100
TP53up-regulatesR-3681.38025Pr-88
ETS1down-regulatesR-81.3888Pr-96
SMAD3down-regulatesR-29631.44668Pr-120
NR3C1down-regulatesR-3193-1.45371Pr-86
TP53up-regulatesR-3661.46351Pr-126
SP3down-regulatesR-1821-1.48832Pr-91
MAFdown-regulatesR-1041.49044Pr-88
MZF1up-regulatesR-30261.49051Pr-97

Genes (5)

THAP5, HMGB1, KPNA5, ATG9A, GLI4

Regulons (5)

R-2187, R-1977, R-1209, R-3026, R-2354

SMAD4down-regulatesR-23581.49431Pr-117
SMAD4down-regulatesR-23591.51133Pr-125
ETS1down-regulatesR-3-1.52284Pr-90
MZF1up-regulatesR-30171.54275Pr-85
KLF7down-regulatesR-281-1.54497Pr-12
MAFdown-regulatesR-1011.56978Pr-87
HMGA1up-regulatesR-8221.59236Pr-134

Genes (104)

MCTP1, RUVBL1, AMIGO3, HSD11B2, RHOG, FLII, TRIML2, RCC2, RAB39A, SEPHS2, ZNF467, ACBD4, SGSH, SHMT2, TRAPPC6B, C16orf72, EWSR1, SELENOF, CSF1, COPB2, ZFP90, TCN2, TARSL2, LMLN, ZBTB3, ZNF829, LAMP1, POLR3C, SESTD1, DCC, PLEKHG7, DPYD, IDO2, ZNF548, NHLRC3, MSANTD1, ARID2, KIAA0408, ZFP92, PAX5, SRGAP3, GDAP2, PDLIM7, HIST1H4C, ZNF785, ZNF786, KLHDC1, ZNF181, MYO1C, ADH5, SIRPA, HIBCH, QRICH1, ASNA1, SPRED2, HLA-DRB5, NCOA6, IPO9, LRIG2, FOXJ3, INPP5F, SELENOT, SPOUT1, PCMTD2, ZNF805, ASPDH, AKT1S1, ZBTB10, CFI, VGLL3, SCAF8, LAT, REPIN1, FBXO16, HAUS3, PPME1, DDX3X, NPEPL1, PPP3R1, C19orf73, TIAF1, PLCXD2, PISD, ARFGAP3, EIF4EBP3, TICAM2, TTC4, PCDHGA12, KIAA1147, THTPA, ZNF559-ZNF177, VBP1, PITX1, HOXD1

Regulons (119)

R-396, R-2169, R-1655, R-642, R-2117, R-1267, R-2764, R-2601, R-1748, R-1705, R-2634, R-172, R-2508, R-1102, R-1707, R-1656, R-1642, R-109, R-1270, R-1933, R-207, R-454, R-1100, R-2607, R-1875, R-57, R-797, R-108, R-1730, R-1741, R-580, R-2659, R-2763, R-944, R-2160, R-100, R-2180, R-2616, R-1769, R-2996, R-1082, R-2500, R-82, R-1310, R-1008, R-1099, R-2435, R-1641, R-380, R-2224, R-2596, R-1643, R-1158, R-1646, R-205, R-899, R-1077, R-516, R-1765, R-2334, R-1066, R-163, R-1376, R-671, R-1281, R-2502, R-2810, R-1582, R-2082, R-3166, R-1004, R-2888, R-822, R-1737, R-1535, R-2748, R-2332, R-2674, R-2614, R-2682, R-1276, R-1639, R-517, R-1732, R-1011, R-1466, R-289, R-2827, R-675, R-549, R-198, R-2841, R-2825, R-2598, R-1307, R-2902, R-515, R-1676, R-103, R-2742, R-1758, R-2229, R-1652, R-1715, R-1058, R-1644, R-1018, R-1653, R-1416, R-2828, R-2670, R-1528, R-446, R-2687, R-520, R-1108, R-1970, R-2513, R-2272

NFATC2down-regulatesR-1690-1.61477Pr-88
MYBdown-regulatesR-6171.6152Pr-87
ETS1down-regulatesR-1-1.61913Pr-64
TP53up-regulatesR-379-1.62733Pr-86
MAFGdown-regulatesR-14891.63202Pr-117
MYBdown-regulatesR-6231.65419Pr-96
MZF1up-regulatesR-3025-1.67565Pr-11
USF1down-regulatesR-1859-1.69216Pr-118
ESRRAup-regulatesR-27411.72748Pr-125
RFX7up-regulatesR-2750-1.73199Pr-118
KLF16up-regulatesR-2698-1.7325Pr-28
SP3down-regulatesR-1822-1.74298Pr-91
ATF5down-regulatesR-2404-1.7554Pr-136
TP53up-regulatesR-364-1.75644Pr-46

Genes (3)

RELL1, NCKIPSD, ACAD11

Regulons (3)

R-1093, R-364, R-2171

STAT3down-regulatesR-3041.75742Pr-87
MAZdown-regulatesR-511-1.75904Pr-0
HSF1up-regulatesR-56-1.77472Pr-36
ENSG00000087510down-regulatesR-2631-1.77831Pr-130
HMGA1up-regulatesR-8201.79517Pr-87
MYCup-regulatesR-20701.79678Pr-117
KLF4down-regulatesR-27571.83252Pr-31

Genes (4)

TTC3, ARL4C, GTF2F2, IFRD2

Regulons (4)

R-3135, R-394, R-1836, R-2757

POU2F2down-regulatesR-2517-1.83475Pr-113
MAZdown-regulatesR-4951.8487Pr-87
MZF1up-regulatesR-30271.86359Pr-108
NFYCdown-regulatesR-293-1.90832Pr-4
CEBPZup-regulatesR-754-1.9215Pr-89
MYBdown-regulatesR-622-1.933Pr-85
CEBPBdown-regulatesR-1763-1.95423Pr-103
HMGA1up-regulatesR-824-1.97932Pr-91
ETS1down-regulatesR-111.98573Pr-138
SMAD3down-regulatesR-2967-1.98807Pr-139
USF1down-regulatesR-18622.03502Pr-79

Genes (3)

CD2AP, NFAM1, UBE2V1

Regulons (3)

R-2216, R-1862, R-2507

BBXdown-regulatesR-1537-2.08705Pr-116

Genes (3)

CLCF1, RDH14

Regulons (3)

R-1217, R-1537, R-3195

MEF2Aup-regulatesR-1885-2.09865Pr-89
HINFPup-regulatesR-2623-2.10028Pr-110
IRF7up-regulatesR-1089-2.10194Pr-67

Genes (4)

C6orf226, ARPC4, TRMT9B

Regulons (5)

R-55, R-1075, R-1089, R-2987, R-375

ESRRAup-regulatesR-27392.13083Pr-126
NR3C1down-regulatesR-3195-2.141Pr-116

Genes (3)

CLCF1, RDH14

Regulons (3)

R-1217, R-1537, R-3195

STAT3down-regulatesR-306-2.15021Pr-90
KLF16up-regulatesR-2694-2.18545Pr-118
ELF1up-regulatesR-2987-2.21673Pr-67

Genes (4)

C6orf226, ARPC4, TRMT9B

Regulons (5)

R-55, R-1075, R-1089, R-2987, R-375

KLF7down-regulatesR-284-2.22134Pr-11
SMAD4down-regulatesR-23542.22929Pr-97

Genes (5)

THAP5, HMGB1, KPNA5, ATG9A, GLI4

Regulons (5)

R-2187, R-1977, R-1209, R-3026, R-2354

SMAD3down-regulatesR-29652.28284Pr-137
MZF1up-regulatesR-30212.2875Pr-87
HINFPup-regulatesR-2628-2.29875Pr-42
HMGA1up-regulatesR-8342.30843Pr-136
HMGA1up-regulatesR-818-2.31588Pr-4
MZF1up-regulatesR-3022-2.32297Pr-139
IRF1up-regulatesR-176-2.33755Pr-4
NR3C1down-regulatesR-3187-2.36326Pr-85
ENSG00000087510down-regulatesR-2630-2.36566Pr-93
NFYAdown-regulatesR-1468-2.37586Pr-4
PATZ1up-regulatesR-21962.39409Pr-55
SPIBdown-regulatesR-668-2.41677Pr-90
BARX2up-regulatesR-292-2.43197Pr-101
NFYAdown-regulatesR-14712.43378Pr-136
ERFup-regulatesR-3352.46806Pr-136
FOXO3up-regulatesR-2767-2.51658Pr-4
FLI1up-regulatesR-7932.52326Pr-96
ENSG00000102678down-regulatesR-2312.54104Pr-114

Genes (3)

PCGF5, SAMD11, KCTD21

Regulons (7)

R-48, R-2383, R-624, R-231, R-1087, R-2653, R-107

ERFup-regulatesR-329-2.5417Pr-36
KLF16up-regulatesR-2702-2.58138Pr-89
KLF4down-regulatesR-2755-2.59765Pr-110
ZBTB7Bdown-regulatesR-12332.59774Pr-52
ENSG00000177374down-regulatesR-2361-2.6232Pr-90
NR3C1down-regulatesR-3192-2.64135Pr-110
HMGA1up-regulatesR-830-2.65695Pr-109
USF1down-regulatesR-1861-2.67128Pr-12
ARID3Adown-regulatesR-13522.69641Pr-132

Genes (3)

CHRM4, MAP3K3, BCKDHA

Regulons (7)

R-44, R-1378, R-2219, R-1352, R-898, R-2756, R-197

MEF2Aup-regulatesR-1887-2.70745Pr-60
NFATC1down-regulatesR-2198-2.73148Pr-11
RFX7up-regulatesR-2751-2.75742Pr-136
ETS1down-regulatesR-92.77231Pr-76

Genes (1)

Regulons (7)

R-1140, R-9, R-1791, R-355, R-1231, R-106, R-3024

FLI1up-regulatesR-7952.77664Pr-50
ENSG00000177374down-regulatesR-2362-2.78315Pr-91
PEBP1down-regulatesR-17552.80711Pr-1
IRF7up-regulatesR-1091-2.83714Pr-135
TFEBdown-regulatesR-887-2.83976Pr-64
SREBF1down-regulatesR-1136-2.84396Pr-86
TP53up-regulatesR-375-2.85782Pr-67

Genes (4)

C6orf226, ARPC4, TRMT9B

Regulons (5)

R-55, R-1075, R-1089, R-2987, R-375

ELK4down-regulatesR-766-2.86246Pr-36
HMGA1up-regulatesR-819-2.87568Pr-100
NFIAdown-regulatesR-354-2.9087Pr-60
NR3C1down-regulatesR-3186-2.93135Pr-91
ZNF143down-regulatesR-23082.93506Pr-51

Genes (3)

GPR3

Regulons (8)

R-1926, R-1648, R-3005, R-696, R-2308, R-1210, R-888, R-1531

SOX4down-regulatesR-21772.93862Pr-108
ENSG00000087510down-regulatesR-26292.94655Pr-52
ELF1up-regulatesR-29892.94799Pr-133
NR3C1down-regulatesR-3180-2.95291Pr-94
MAFGdown-regulatesR-14932.9536Pr-53

Genes (1)

MEX3C

Regulons (8)

R-1101, R-1493, R-1913, R-2890, R-673, R-2085, R-2524, R-504

ERFup-regulatesR-330-2.95847Pr-101
MAZdown-regulatesR-513-2.96542Pr-44

Genes (0)

Regulons (7)

R-1193, R-513, R-2948, R-1851, R-3018, R-332, R-280

HINFPup-regulatesR-2621-2.97505Pr-35
KLF4down-regulatesR-2752-2.99913Pr-36
FLI1up-regulatesR-787-3.00169Pr-118
STAT5Bdown-regulatesR-23673.00488Pr-123
PEBP1down-regulatesR-17543.03268Pr-87
TCF4down-regulatesR-3002-3.03869Pr-85
PITX1up-regulatesR-659-3.05142Pr-38
JDP2down-regulatesR-358-3.10262Pr-17
E2F7up-regulatesR-13853.10364Pr-5
FLI1up-regulatesR-780-3.11957Pr-36
POU2F2down-regulatesR-2519-3.13355Pr-104
STAT5Bdown-regulatesR-2368-3.16004Pr-101
MEF2Aup-regulatesR-1877-3.20022Pr-38
MAZdown-regulatesR-5053.21974Pr-70
JDP2down-regulatesR-357-3.22307Pr-94
ENSG00000128652down-regulatesR-22593.22334Pr-108
HOXD1down-regulatesR-13013.24332Pr-108
MZF1up-regulatesR-3018-3.24499Pr-44

Genes (0)

Regulons (7)

R-1193, R-513, R-2948, R-1851, R-3018, R-332, R-280

PBX1down-regulatesR-21053.24509Pr-108
KLF16up-regulatesR-2689-3.29428Pr-118
CEBPBdown-regulatesR-1761-3.29826Pr-100
FOXO3up-regulatesR-2771-3.30433Pr-100
TEFup-regulatesR-2406-3.30554Pr-135
ENSG00000128652down-regulatesR-22623.31057Pr-108
TEAD1down-regulatesR-12143.31075Pr-108
SPIBdown-regulatesR-6783.32159Pr-87
FOXO3up-regulatesR-2773-3.37313Pr-47

Genes (0)

Regulons (5)

R-591, R-2773, R-1156, R-1897, R-2520

MEF2Aup-regulatesR-1868-3.37401Pr-100
MYBdown-regulatesR-620-3.37541Pr-38
PEBP1down-regulatesR-1752-3.39081Pr-36
DLX4down-regulatesR-19863.40059Pr-52
SPIBdown-regulatesR-677-3.40986Pr-41
CEBPBdown-regulatesR-1773-3.41393Pr-109
MZF1up-regulatesR-3019-3.42244Pr-35
SMAD4down-regulatesR-2355-3.44256Pr-86
SPIBdown-regulatesR-6803.46117Pr-122
SMAD3down-regulatesR-2959-3.47323Pr-15
STAT3down-regulatesR-3033.51898Pr-108
NFATC2down-regulatesR-16893.53629Pr-108
STAT5Bdown-regulatesR-23703.57469Pr-122
CEBPBdown-regulatesR-17593.59248Pr-108
HLXdown-regulatesR-27613.60545Pr-108
STAT3down-regulatesR-307-3.61941Pr-11
MZF1up-regulatesR-3023-3.63658Pr-103
TEAD1down-regulatesR-12163.63699Pr-108
NFYAdown-regulatesR-14733.6387Pr-49

Genes (0)

Regulons (12)

R-1473, R-1514, R-441, R-1889, R-2611, R-2295, R-47, R-37, R-1873, R-86, R-497, R-1965

ENSG00000136574down-regulatesR-353.65653Pr-123
IRF1up-regulatesR-187-3.69641Pr-100
PBX1down-regulatesR-21073.69739Pr-75
SPIBdown-regulatesR-679-3.70577Pr-36
USF1down-regulatesR-1856-3.72712Pr-64
NFATC2down-regulatesR-16933.7397Pr-122
ENSG00000136574down-regulatesR-343.74664Pr-108
ELF1up-regulatesR-29783.77589Pr-52
CEBPBdown-regulatesR-1775-3.79192Pr-36
KLF16up-regulatesR-2691-3.83169Pr-35
CEBPBdown-regulatesR-1771-3.83558Pr-110
FOX3Adown-regulatesR-15143.87415Pr-49

Genes (0)

Regulons (12)

R-1473, R-1514, R-441, R-1889, R-2611, R-2295, R-47, R-37, R-1873, R-86, R-497, R-1965

KLF7down-regulatesR-2853.90122Pr-74
CEBPBdown-regulatesR-1774-3.92486Pr-38
TCF4down-regulatesR-29983.92524Pr-75
SP3down-regulatesR-1823-3.92809Pr-140

Genes (2)

CALR, ENTPD6

Regulons (4)

R-1157, R-1672, R-2042, R-1823

SPIBdown-regulatesR-6733.97206Pr-53

Genes (1)

MEX3C

Regulons (8)

R-1101, R-1493, R-1913, R-2890, R-673, R-2085, R-2524, R-504

MAZdown-regulatesR-509-4.01621Pr-42
CEBPBdown-regulatesR-17724.02047Pr-122
MAZdown-regulatesR-5024.04272Pr-108
ELF1up-regulatesR-29834.09607Pr-50
ZNF143down-regulatesR-23244.09925Pr-50
NFIAdown-regulatesR-3554.10051Pr-76

Genes (1)

Regulons (7)

R-1140, R-9, R-1791, R-355, R-1231, R-106, R-3024

MAZdown-regulatesR-4964.15346Pr-52
HINFPup-regulatesR-2622-4.19383Pr-110
SOX4down-regulatesR-21784.19485Pr-108
TCF4down-regulatesR-3001-4.24514Pr-110
MYBdown-regulatesR-626-4.24578Pr-36
TCF4down-regulatesR-2997-4.26614Pr-17
NFATC2down-regulatesR-1691-4.27235Pr-110
KLF16up-regulatesR-2700-4.30129Pr-42
NR3C1down-regulatesR-3184-4.39801Pr-110
MEF2Aup-regulatesR-18804.46094Pr-128
FLI1up-regulatesR-794-4.49758Pr-36
ESRRAup-regulatesR-2740-4.64571Pr-36
ENSG00000136574down-regulatesR-374.656Pr-49

Genes (0)

Regulons (12)

R-1473, R-1514, R-441, R-1889, R-2611, R-2295, R-47, R-37, R-1873, R-86, R-497, R-1965

NFYAdown-regulatesR-14754.71043Pr-128
GRHL1up-regulatesR-3146-4.75189Pr-118
ELF1up-regulatesR-29754.75926Pr-48
MAFdown-regulatesR-105-4.77853Pr-110
MEF2Aup-regulatesR-18734.83919Pr-49

Genes (0)

Regulons (12)

R-1473, R-1514, R-441, R-1889, R-2611, R-2295, R-47, R-37, R-1873, R-86, R-497, R-1965

MAZdown-regulatesR-506-4.85353Pr-4
ARID3Adown-regulatesR-1349-4.86595Pr-110
MAZdown-regulatesR-4974.96461Pr-49

Genes (0)

Regulons (12)

R-1473, R-1514, R-441, R-1889, R-2611, R-2295, R-47, R-37, R-1873, R-86, R-497, R-1965

IRF7up-regulatesR-10885.08481Pr-63
MAZdown-regulatesR-5045.11311Pr-53

Genes (1)

MEX3C

Regulons (8)

R-1101, R-1493, R-1913, R-2890, R-673, R-2085, R-2524, R-504

PBX1down-regulatesR-2111-5.12132Pr-36
ENSG00000102678down-regulatesR-2325.31311Pr-108
CEBPBdown-regulatesR-1764-5.38585Pr-110
MYBdown-regulatesR-6185.69454Pr-108
MZF1up-regulatesR-30246.08041Pr-76

Genes (1)

Regulons (7)

R-1140, R-9, R-1791, R-355, R-1231, R-106, R-3024

HMGA1up-regulatesR-8316.73331Pr-72

Mutation Causal Mechanistic Flow Network

Cytoscape network of the causal flows influenced by the mutation.

Influences from mutations (magenta chevrons) to regulators (blue triangles) and then from regulators to the given regulon (red square) are indicated with colored edges. Red-colored edges denote up-regulation or activation while green colored edges represent down-regulation or repression.

Mutation Survival Plots

Kaplan-Meier curves demonstrating the sub-stratification of clinical subtypes based upon the network activity of the most predictive individual or pair of genes as determined by the LASSO predictions