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 ROBO2

RegulatorRoleRegulonCox Hazard Ratio (Regulon)Transcriptional Programs
DR1up-regulatesR-45-0.00173773Pr-95

Genes (5)

EIF3F, ASB8, NDUFV2, METTL23, GM2A

Regulons (5)

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

SMAD3up-regulatesR-2966-0.0660624Pr-85
SP1up-regulatesR-27300.102205Pr-89
DBPdown-regulatesR-2956-0.373848Pr-111
TGIF1up-regulatesR-25010.587545Pr-122
MYBup-regulatesR-6150.668149Pr-85
MAFBdown-regulatesR-1730-0.820291Pr-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

PARP1up-regulatesR-2640-0.846126Pr-136
SREBF1up-regulatesR-11370.963749Pr-87
SP1up-regulatesR-27131.08118Pr-87
CREB3L2down-regulatesR-521-1.29128Pr-107

Genes (3)

HIST4H4, BRK1, OCLM

Regulons (4)

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

SMAD3up-regulatesR-2967-1.98807Pr-139
PLAG1down-regulatesR-1525-2.09931Pr-42
HOXA5down-regulatesR-25-2.84707Pr-45

Genes (2)

NDUFA4L2, UCKL1

Regulons (5)

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

PEBP1up-regulatesR-17543.03268Pr-87
MAFBdown-regulatesR-1749-3.13599Pr-110
SP1up-regulatesR-27153.33045Pr-78

Genes (2)

STIMATE, DDOST

Regulons (6)

R-1941, R-2744, R-656, R-2715, R-2072, R-1512

MYBup-regulatesR-620-3.37541Pr-38
MYBup-regulatesR-6253.48247Pr-81

Genes (0)

Regulons (4)

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

SP1up-regulatesR-27163.88928Pr-52
SP1up-regulatesR-2734-3.98682Pr-38
HOXA3down-regulatesR-2254.12962Pr-128
PLAG1down-regulatesR-1526-4.47157Pr-11
SP1up-regulatesR-2724-4.65176Pr-110
SP1up-regulatesR-2720-6.02354Pr-104
PLAG1down-regulatesR-1523-6.09323Pr-135

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