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 SVIL

RegulatorRoleRegulonCox Hazard Ratio (Regulon)Transcriptional Programs
TCF7L1down-regulatesR-3174-0.135953Pr-99
NFKB1down-regulatesR-1579-0.260085Pr-137
FOXO1down-regulatesR-14150.265962Pr-33
NFKB1down-regulatesR-15860.40155Pr-2
VBP1up-regulatesR-21030.638139Pr-135
STAT4down-regulatesR-2659-0.852357Pr-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

NFKB1down-regulatesR-1578-0.969867Pr-65
SP1up-regulatesR-2728-1.12023Pr-9
KLF13down-regulatesR-2041-1.31925Pr-42
SP1up-regulatesR-27211.33792Pr-111
E2F2up-regulatesR-29491.40408Pr-16
FOXO1down-regulatesR-1408-1.42694Pr-9
STAT4down-regulatesR-2654-1.46619Pr-9
STAT4down-regulatesR-2656-1.67476Pr-0
SP3up-regulatesR-1822-1.74298Pr-91
CREB5down-regulatesR-773-2.00879Pr-4
CREB5down-regulatesR-7782.18365Pr-4
SP1up-regulatesR-2733-2.20943Pr-20
RUNX2down-regulatesR-12832.3191Pr-123
NR2F6up-regulatesR-13752.34002Pr-123
SP1up-regulatesR-2723-2.38863Pr-30
TRAF4down-regulatesR-30413.08861Pr-50
STAT4down-regulatesR-26503.59414Pr-123
SP1up-regulatesR-2726-3.82052Pr-20
FOXO1down-regulatesR-1414-4.10459Pr-61
STAT4down-regulatesR-26534.54157Pr-114

Genes (3)

PCGF5, SAMD11, KCTD21

Regulons (7)

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

SP1up-regulatesR-27196.73271Pr-69

Genes (1)

KLF13

Regulons (9)

R-3040, R-3188, R-1581, R-88, R-1665, R-334, R-703, R-783, R-2719

E2F2up-regulatesR-29448.90615Pr-68

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