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 PRKD2

RegulatorRoleRegulonCox Hazard Ratio (Regulon)Transcriptional Programs
RFX3up-regulatesR-16660.128531Pr-138
CREB5up-regulatesR-7760.145302Pr-12
FLI1down-regulatesR-7820.152239Pr-137
ELF4up-regulatesR-23490.277486Pr-33
MAZup-regulatesR-5100.306813Pr-62
ZNF219up-regulatesR-2218-0.320998Pr-122
CEBPBup-regulatesR-1768-0.337185Pr-109
ENSG00000177374down-regulatesR-23640.342897Pr-139
ENSG00000176887up-regulatesR-18930.370377Pr-128
CEBPBup-regulatesR-17700.400611Pr-99
HMGA1down-regulatesR-8320.407077Pr-119

Genes (4)

GPBAR1, RHD, GMFB, C5AR1

Regulons (4)

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

KLF4up-regulatesR-2758-0.426292Pr-129
ETS1down-regulatesR-12-0.427939Pr-60
HINFPdown-regulatesR-2624-0.44835Pr-35
RELup-regulatesR-12780.502416Pr-9
MAZup-regulatesR-5070.537629Pr-129
TGIF1up-regulatesR-25010.587545Pr-122
FOX3Aup-regulatesR-1513-0.598267Pr-127
ENSG00000143995up-regulatesR-133-0.60449Pr-138
RUNX3up-regulatesR-901-0.632441Pr-135
CEBPBup-regulatesR-1767-0.661208Pr-4
HINFPdown-regulatesR-26260.710238Pr-108
MAZup-regulatesR-5000.764562Pr-117
OSR2down-regulatesR-7970.793604Pr-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

ELF4up-regulatesR-2350-0.794443Pr-22
SOX4up-regulatesR-2186-0.80587Pr-22
ETS1down-regulatesR-7-0.82093Pr-64
PBX1up-regulatesR-2109-0.833545Pr-5
CEBPBup-regulatesR-1777-0.838666Pr-129
HOXA3down-regulatesR-2210.849107Pr-18
DBPdown-regulatesR-29530.918338Pr-125
HOXA3down-regulatesR-2230.936261Pr-125
NFATC1up-regulatesR-22050.94749Pr-33
PAX6down-regulatesR-15460.96868Pr-16
FOXO3down-regulatesR-2777-0.982827Pr-27
NFATC1up-regulatesR-2207-1.00385Pr-15
SOX4up-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

CEBPBup-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

SRFdown-regulatesR-1790-1.04379Pr-27
SATB1up-regulatesR-10821.05453Pr-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

SOX4up-regulatesR-2184-1.09056Pr-113
HINFPdown-regulatesR-2625-1.11022Pr-118
RREB1down-regulatesR-2298-1.11227Pr-6
SATB1up-regulatesR-10781.15122Pr-122
PATZ1up-regulatesR-2195-1.15328Pr-58
CEBPBup-regulatesR-17621.16852Pr-127
HMGA1down-regulatesR-836-1.21151Pr-3
ATF2up-regulatesR-30921.26346Pr-111
IRF1up-regulatesR-189-1.28236Pr-12
RUNX3up-regulatesR-899-1.30713Pr-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

ETS1down-regulatesR-101.31637Pr-109
KLF13down-regulatesR-2041-1.31925Pr-42
SATB1up-regulatesR-10771.32224Pr-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

ZNF219up-regulatesR-22161.32424Pr-79

Genes (3)

CD2AP, NFAM1, UBE2V1

Regulons (3)

R-2216, R-1862, R-2507

TEFdown-regulatesR-2407-1.32625Pr-30
IRF4down-regulatesR-492-1.32725Pr-99
ENSG00000175745up-regulatesR-5161.32883Pr-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

SATB1up-regulatesR-10761.3311Pr-18
RFX3up-regulatesR-16581.33809Pr-8
YY1up-regulatesR-25211.37423Pr-58
GRHL1down-regulatesR-3145-1.37724Pr-100
SATB1up-regulatesR-1079-1.37895Pr-109
ENSG00000176887up-regulatesR-1891-1.3829Pr-99
SATB1up-regulatesR-10741.38828Pr-111
TGIF1up-regulatesR-25021.43548Pr-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

SRFdown-regulatesR-17841.54282Pr-127
IRF1up-regulatesR-188-1.56891Pr-99
ETS1down-regulatesR-1-1.61913Pr-64
ENSG00000168269down-regulatesR-1566-1.63414Pr-65
ESRRAdown-regulatesR-2748-1.63423Pr-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

ZBTB16up-regulatesR-581-1.64909Pr-5
HOXA3down-regulatesR-224-1.66402Pr-103
NR3C1down-regulatesR-3194-1.67228Pr-27
RFX3up-regulatesR-16571.68517Pr-60
RFX7down-regulatesR-2750-1.73199Pr-118
ESRRAdown-regulatesR-27361.82545Pr-60
KLF4up-regulatesR-27571.83252Pr-31

Genes (4)

TTC3, ARL4C, GTF2F2, IFRD2

Regulons (4)

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

SRFdown-regulatesR-1788-1.83514Pr-118
ELF4up-regulatesR-23391.84468Pr-108
MAZup-regulatesR-4951.8487Pr-87
MZF1down-regulatesR-30271.86359Pr-108
ATF2up-regulatesR-30931.86649Pr-139
ENSG00000176887up-regulatesR-19001.8751Pr-122
HLXup-regulatesR-2765-1.89441Pr-22
ENSG00000128652up-regulatesR-22601.93906Pr-123
TGIF1up-regulatesR-2505-1.93918Pr-109
ENSG00000175745up-regulatesR-5141.95404Pr-123
CEBPBup-regulatesR-1763-1.95423Pr-103
FLI1down-regulatesR-785-1.95666Pr-135
SOX7down-regulatesR-1298-2.01289Pr-91
IRF1up-regulatesR-1962.01864Pr-108
RFX3up-regulatesR-16752.03925Pr-121

Genes (3)

KPNA2, KIAA0040, ATP6V1E2

Regulons (3)

R-1958, R-1675, R-996

NR3C1down-regulatesR-31792.06628Pr-60
IRF1up-regulatesR-1982.0921Pr-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

RUNX3up-regulatesR-8922.10284Pr-125
CEBPBup-regulatesR-17762.1174Pr-139
ESRRAdown-regulatesR-27392.13083Pr-126
ZNF219up-regulatesR-22122.14665Pr-139
TGIF1up-regulatesR-25072.17542Pr-79

Genes (3)

CD2AP, NFAM1, UBE2V1

Regulons (3)

R-2216, R-1862, R-2507

CEBPBup-regulatesR-1766-2.18542Pr-126
FLI1down-regulatesR-7842.19671Pr-137
RUNX2up-regulatesR-1282-2.24394Pr-94
ENSG00000136574up-regulatesR-36-2.24791Pr-15
EGR1down-regulatesR-2900-2.27824Pr-39
YY1up-regulatesR-2523-2.28203Pr-107

Genes (3)

HIST4H4, BRK1, OCLM

Regulons (4)

R-521, R-2523, R-3056, R-154

HINFPdown-regulatesR-2628-2.29875Pr-42
HMGA1down-regulatesR-8342.30843Pr-136
NR2C2down-regulatesR-13872.31271Pr-131
ZNF691up-regulatesR-30052.31507Pr-51

Genes (3)

GPR3

Regulons (8)

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

RUNX2up-regulatesR-12832.3191Pr-123
MZF1down-regulatesR-3022-2.32297Pr-139
NR2F6down-regulatesR-13752.34002Pr-123
SATB1up-regulatesR-1081-2.38195Pr-104
PAX6down-regulatesR-1559-2.4187Pr-37
BARX2down-regulatesR-292-2.43197Pr-101
RREB1down-regulatesR-2289-2.4348Pr-94
RUNX3up-regulatesR-8972.4661Pr-108
CEBPBup-regulatesR-17602.49135Pr-73
ENSG00000168269down-regulatesR-15712.51736Pr-136
SRFdown-regulatesR-1783-2.52212Pr-106

Genes (2)

HPDL, LY6G5B

Regulons (3)

R-2538, R-2243, R-1783

SRFdown-regulatesR-1782-2.52908Pr-15
ETV2down-regulatesR-1510-2.52918Pr-36
ENSG00000102678up-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

PAX6down-regulatesR-15472.58661Pr-123
KLF4up-regulatesR-2755-2.59765Pr-110
NR3C1down-regulatesR-3196-2.61331Pr-101
ENSG00000176887up-regulatesR-1898-2.61611Pr-36
RUNX2up-regulatesR-12842.62887Pr-108
CUX1down-regulatesR-1244-2.6394Pr-35
HMGA1down-regulatesR-830-2.65695Pr-109
ELF4up-regulatesR-2347-2.6841Pr-39
BRCA1up-regulatesR-10312.71498Pr-123
ENSG00000177374down-regulatesR-2362-2.78315Pr-91
ETV2down-regulatesR-1507-2.80802Pr-36
IRF1up-regulatesR-1852.8096Pr-123
ELF4up-regulatesR-2348-2.83012Pr-115

Genes (0)

Regulons (7)

R-2348, R-1201, R-962, R-1413, R-1229, R-2655, R-566

HSF4up-regulatesR-1732.83222Pr-73
RFX3up-regulatesR-1664-2.83731Pr-103
ZBTB16up-regulatesR-584-2.83773Pr-38
NR3C1down-regulatesR-3182-2.83908Pr-101
HOXA5down-regulatesR-25-2.84707Pr-45

Genes (2)

NDUFA4L2, UCKL1

Regulons (5)

R-2504, R-174, R-25, R-229, R-481

ENSG00000175832up-regulatesR-313-2.85877Pr-101
HMGA1down-regulatesR-819-2.87568Pr-100
KLF4up-regulatesR-27562.89635Pr-132

Genes (3)

CHRM4, MAP3K3, BCKDHA

Regulons (7)

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

HOXA5down-regulatesR-232.9056Pr-123
NR3C1down-regulatesR-3186-2.93135Pr-91
SOX4up-regulatesR-21772.93862Pr-108
MAZup-regulatesR-513-2.96542Pr-44

Genes (0)

Regulons (7)

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

ENSG00000176887up-regulatesR-1890-2.97256Pr-135
HINFPdown-regulatesR-2621-2.97505Pr-35
KLF4up-regulatesR-2752-2.99913Pr-36
PBX1up-regulatesR-21063.00005Pr-123
ETV5up-regulatesR-340-3.04337Pr-36
ENSG00000175745up-regulatesR-520-3.05033Pr-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

SRFdown-regulatesR-1779-3.05603Pr-36
ENSG00000175832up-regulatesR-312-3.06Pr-36
ENSG00000102678up-regulatesR-2333.06438Pr-8
TERF1up-regulatesR-2413-3.06508Pr-118
ZNF219up-regulatesR-2213-3.11551Pr-118
FLI1down-regulatesR-780-3.11957Pr-36
SOX7down-regulatesR-1299-3.13574Pr-135
ETS1down-regulatesR-63.22139Pr-81

Genes (0)

Regulons (4)

R-1351, R-2993, R-6, R-625

ENSG00000128652up-regulatesR-22593.22334Pr-108
HOXD1up-regulatesR-13013.24332Pr-108
MZF1down-regulatesR-3018-3.24499Pr-44

Genes (0)

Regulons (7)

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

PBX1up-regulatesR-21053.24509Pr-108
ZBTB16up-regulatesR-591-3.27441Pr-47

Genes (0)

Regulons (5)

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

CEBPBup-regulatesR-1761-3.29826Pr-100
FOXO3down-regulatesR-2771-3.30433Pr-100
TEFdown-regulatesR-2406-3.30554Pr-135
ENSG00000128652up-regulatesR-22623.31057Pr-108
TEAD1up-regulatesR-12143.31075Pr-108
ESRRAdown-regulatesR-2745-3.32726Pr-43

Genes (1)

C14orf132

Regulons (3)

R-3072, R-2745, R-608

CUX1down-regulatesR-12463.35017Pr-128
ZNF219up-regulatesR-22103.3532Pr-8
ZNF219up-regulatesR-22093.35607Pr-108
FOXO3down-regulatesR-2773-3.37313Pr-47

Genes (0)

Regulons (5)

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

RELup-regulatesR-12803.38841Pr-32
HLXup-regulatesR-27603.39847Pr-122
DLX4up-regulatesR-19863.40059Pr-52
MZF1down-regulatesR-3019-3.42244Pr-35
ENSG00000176887up-regulatesR-18923.42989Pr-122
RFX3up-regulatesR-16623.44658Pr-83

Genes (1)

APOBEC3D

Regulons (4)

R-2101, R-2954, R-1662, R-2556

BRCA1up-regulatesR-1030-3.4552Pr-26

Genes (2)

TEDC1, ZNF688

Regulons (7)

R-3078, R-1915, R-551, R-2188, R-1030, R-512, R-2604

RREB1down-regulatesR-2292-3.46394Pr-101
IRF4down-regulatesR-493-3.47489Pr-35
IRF1up-regulatesR-1793.48115Pr-108
ESRRAdown-regulatesR-2743-3.48448Pr-86
MAZup-regulatesR-512-3.50135Pr-26

Genes (2)

TEDC1, ZNF688

Regulons (7)

R-3078, R-1915, R-551, R-2188, R-1030, R-512, R-2604

CEBPBup-regulatesR-17593.59248Pr-108
HLXup-regulatesR-27613.60545Pr-108
ENSG00000176887up-regulatesR-1897-3.60963Pr-47

Genes (0)

Regulons (5)

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

EGR1down-regulatesR-28993.63404Pr-18
MZF1down-regulatesR-3023-3.63658Pr-103
TEAD1up-regulatesR-12163.63699Pr-108
ENSG00000136574up-regulatesR-353.65653Pr-123
CUX1down-regulatesR-12483.67216Pr-122
ENSG00000136574up-regulatesR-343.74664Pr-108
HOXA3down-regulatesR-2203.75971Pr-123
CEBPBup-regulatesR-1775-3.79192Pr-36
ENSG00000177374down-regulatesR-23633.91579Pr-108
YY1up-regulatesR-25253.91807Pr-122
CEBPBup-regulatesR-1774-3.92486Pr-38
SRFdown-regulatesR-17913.92786Pr-76

Genes (1)

Regulons (7)

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

ENSG00000128652up-regulatesR-2263-3.97492Pr-135
MAZup-regulatesR-509-4.01621Pr-42
CEBPBup-regulatesR-17724.02047Pr-122
MAZup-regulatesR-5024.04272Pr-108
HOXA3down-regulatesR-2254.12962Pr-128
RREB1down-regulatesR-2287-4.14495Pr-100
CEBPEup-regulatesR-26864.15069Pr-108
SOX7down-regulatesR-13004.16587Pr-77

Genes (0)

Regulons (4)

R-1204, R-2842, R-1300, R-1549

HINFPdown-regulatesR-2622-4.19383Pr-110
SOX4up-regulatesR-21784.19485Pr-108
TCF4up-regulatesR-3001-4.24514Pr-110
ZNF219up-regulatesR-22144.26397Pr-63
NR2F6down-regulatesR-1381-4.38369Pr-42
YY1up-regulatesR-25244.48874Pr-53

Genes (1)

MEX3C

Regulons (8)

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

FLI1down-regulatesR-794-4.49758Pr-36
SRFdown-regulatesR-17854.55548Pr-63
ESRRAdown-regulatesR-2740-4.64571Pr-36
PAX6down-regulatesR-15494.66957Pr-77

Genes (0)

Regulons (4)

R-1204, R-2842, R-1300, R-1549

ENSG00000175745up-regulatesR-5194.70427Pr-122
RFX3up-regulatesR-16714.70938Pr-18
ENSG00000168269down-regulatesR-1567-4.76751Pr-36
CUX1down-regulatesR-1245-4.83222Pr-39
MAZup-regulatesR-506-4.85353Pr-4
ENSG00000175745up-regulatesR-518-4.86165Pr-36
TGIF1up-regulatesR-2498-5.09859Pr-37
MAZup-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

PBX1up-regulatesR-2111-5.12132Pr-36
VDRdown-regulatesR-12315.12816Pr-76

Genes (1)

Regulons (7)

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

ENSG00000102678up-regulatesR-2325.31311Pr-108
ZBTB16up-regulatesR-5835.34764Pr-80

Genes (0)

Regulons (5)

R-2165, R-540, R-3133, R-1010, R-583

ENSG00000128652up-regulatesR-22615.47173Pr-71
NFATC1up-regulatesR-2199-5.63196Pr-135
SRFdown-regulatesR-17807.20867Pr-71
ENSG00000176399up-regulatesR-10717.79759Pr-71

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