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Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

CanonicalPathway

NOS1PATHWAY 4.03E-04 0.009764 0.222222 4 18

Glutamate stimulates NMDA-mediates calcium influx, which promotes nitric oxide synthesis from argi

ChemicalGeneticPerturbations nucleus accumbens of mice after 2 weeks of induction of transgenic deltaFosB

DFOSB_BRAIN_2WKS_UP in the

Up-regulated 7.67E-05 0.002896 0.166667 6 36

GOBiologicalProcess

Genes annotated by the GO term GO:0003001.

1.70E-05 9.74E-04 0.214286 6 28

GENERATION_OF_A_SIGNAL_INVOLVED_IN_CELL_CELL_SIGNALING The cellular process by which a physical entity or chan

CanonicalPathway

DAG (diacylglycerol) signaling activity

SA_DIACYLGLYCEROL_SIGNALING 3.14E-05 0.001606 0.4 4 10

GOBiologicalProcess

Genes annotated by the 0.019705 GO:0006813. The directed movement of potassium ions (K+) into, ou

POTASSIUM_ION_TRANSPORT 0.001098 GO term 0.103448 6 58

YU_CMYC_UP Myc-activated genes

5.66E-04 0.01221 0.147059

ChemicalGeneticPerturbations 5 34

Genes annotated by the GO term 0.1875 3 16

DENDRITE GOCellularComponent 0.003781 0.043603 GO:0030425. A branching protoplasmic process of a neuron that rec

GOMolecularFunction 0.001577 0.025185

Genes annotated by the GO term

INWARD_RECTIFIER_POTASSIUM_CHANNEL_ACTIVITY GO:0005242. 0.25 3 12

C na

module_533 ancerModules 1.37E-05 8.00E-04 0.175 7 40

CancerGeneNeighborhood

GNF2_TM4SF2 na 6.47E-11 1.65E-08 0.636364 14 22

KEGG na

HSA00251_GLUTAMATE_METABOLISM 0.003367 0.040079 0.129032 4 31

GOCellularComponent 0.002533 GO term GO:0005871. Any complex that 14

KINESIN_COMPLEX Genes annotated by the 0.03433 0.214286 3 includes a dimer of molecules from t

microRNATargets

CAATGCA,MIR-33 na 7.87E-05 0.002936 0.101124 9 89

GNF2_MCM4 na

CancerGeneNeighborhood 4.93E-04 0.011224 0.12 6 50

C na

module_438 ancerModules 4.80E-05 0.002018 0.123077 8 65

C na

MORF_THRAancerGeneNeighborhood 4.42E-04 0.010402 0.122449 6 49

GNF2_RTN1 na

CancerGeneNeighborhood 5.90E-11 1.63E-08 0.288889 13 45

GenMAPP na

GLUTAMATE_METABOLISM 0.001271 0.021869 0.166667 4 24

ChemicalGeneticPerturbations genes in KCL22 cells

TAVOR_CEBP_UP 0.00303 0.038405 0.102041

C/EBP up-regulated 5 49

CanonicalPathway

CDC25PATHWAY 6.30E-04 0.013244 0.333333 3 9

The protein phosphatase Cdc25 is phosphorylated by Chk1 and activates Cdc2 to stimulate eukaryotic

CanonicalPathway functions as a second messenger activating the5

CACAMPATHWAY Calcium 2.32E-06 1.72E-04 0.416667 12

calcium/calmodulin-dependent kinases, which

ChemicalGeneticPerturbations

3.10E-11 1.29E-08 0.179487

AGEING_BRAIN_DN Age-downregulated in the human frontal cortex 21 117

KEGG na 0.002384 0.033126

HSA00471_D_GLUTAMINE_AND_D_GLUTAMATE_METABOLISM 0.5 2 4

CanonicalPathway

Some Wnt glycoprotein/Frizzled receptor interactions increase intracellular calcium and decrease cGM

ST_WNT_CA2_CYCLIC_GMP_PATHWAY 5.02E-04 0.011343 0.210526 4 19

GNF2_CCNA2 na

CancerGeneNeighborhood 2.48E-04 0.007087 0.112903 7 62

GOBiologicalProcess

AXON_GUIDANCE 7.51E-04 GO term 0.190476 4 21

Genes annotated by the 0.014844 GO:0007411. The process by which the migration of an axon growth

GenMAPP na

G_PROTEIN_SIGNALING 2.70E-08 3.32E-06 0.146067 13 89

GCM_MAPK10 na

CancerGeneNeighborhood 2.74E-05 0.001446 0.115385 9 78

GOMolecularFunction 0.002533 GO term 0.214286

Genes annotated by the 0.03433 3 14

CYCLIC_NUCLEOTIDE_PHOSPHODIESTERASE_ACTIVITY GO:0004112. Catalysis of the reaction: a nucleoside cyclic phosphate

GOMolecularFunction 7.65E-07 GO term GO:0008067.

Genes annotated by the 6.86E-05 0.5 5 10

METABOTROPIC_GLUTAMATE__GABA_B_LIKE_RECEPTOR_ACTIVITY A G-protein coupled receptor that is structurally/funct

ChemicalGeneticPerturbations

Top 100 3.04E-05 0.001579 0.113924 9

FERRANDO_MLL_T_ALL_DN nearest neighbor genes negatively associated with MLL T-ALL cases 79

GNF2_DNM1 na

CancerGeneNeighborhood 7.56E-12 5.02E-09 0.434783 30 69

CanonicalPathway

NDKDYNAMINPATHWAY 1.20E-05 Phosphins 0.3125

Endocytotic role of NDK, 7.51E-04 and Dynamin 5 16

Genes annotated by the 7.17E-05 0.259259 7 27

SYNAPSE GOCellularComponent 8.21E-07 GO term GO:0045202. The junction between a nerve fiber of one neuron and

TransfacTargets

na

GTTGNYNNRGNAAC_UNKNOWN 1.57E-06 1.27E-04 0.140845 10 71

GCRPATHWAY Corticosteroids activate 0.039083

CanonicalPathway 0.003119 the glucocorticoid0.2 3 15

receptor (GR), which inhibits NF-kB and activates Annexin-1

C na

module_563 ancerModules 8.38E-06 5.68E-04 0.333333 5 15

CanonicalPathway of Neurotransmitter Relase by Botulinum Toxin

BOTULINPATHWAY Blockade 0.00392 0.043983 0.4 2 5

ChemicalGeneticPerturbations

Poor prognosis marker genes in

2.74E-04 0.007512 0.111111 7 63

VANTVEER_BREAST_OUTCOME_GOOD_VS_POOR_DN Breast Cancer (part of NKI-70) from Van't Veer et al 2002

C na

module_419 ancerModules 0.004242 0.046344 0.121212 4 33

CanonicalPathway enhancer factor 0.00655 0.178571

HDACPATHWAY Myocyte 5 28

2.21E-04 MEF2 activates transcription of genes required for muscle cell differentiation

ChemicalGeneticPerturbations

LAMB_CYCLIN_D3_GLOCUS 0.003119 0.039083 0.2 3 15

E2F target genes highly correlated with cyclin D3 expression (p = 0.002)

microRNATargets

GTACAGG,MIR-486 na 0.00303 0.038405 0.102041 5 49

na

V$NRSF_01TransfacTargets 1.91E-11 1.06E-08 0.197368 15 76

AXON Genes annotated by the GO term 0.25 3 12

GOCellularComponent 0.001577 0.025185 GO:0030424. The long process of a neuron that conducts nerve impu

na

module_11CancerModules 1.45E-10 2.41E-08 0.12 63 525

C na

module_100 ancerModules 1.39E-10 2.42E-08 0.106061 56 528

GOMolecularFunction 0.001201 0.020882 GO:0015085. Catalysis of the transfer of calcium (Ca) ions from one

Genes annotated by the GO term 0.272727

CALCIUM_ION_TRANSMEMBRANE_TRANSPORTER_ACTIVITY 3 11

ChemicalGeneticPerturbations

0.002519 0.034423 0.106383 5 47

ZHAN_MMPC_SIMAL LDGs showing similar expression patterns in tonsil PCs and all or subsets of MM

GOBiologicalProcess

Genes annotated by the GO term 0.285714 4 14

REGULATED_SECRETORY_PATHWAY1.40E-04 0.004712 GO:0045055. The regulated secretory pathway is a second secretory

TransfacTargets

na

CAGNWMCNNNGAC_UNKNOWN 1.27E-05 7.80E-04 0.126761 9 71

GenMAPP na 2.87E-11

CALCIUM_REGULATION_IN_CARDIAC_CELLS 1.36E-08 0.148148 20 135

GOBiologicalProcess

Genes annotated by the 0.019745 0.173913

0.001076 GO 4 23

REGULATION_OF_NEUROTRANSMITTER_LEVELS term GO:0001505. Any process that modulates levels of neurotransmitter

CanonicalPathway receptor is a G-protein coupled receptor in neutrophils that recognizes formylated bacterial

FMLPPATHWAY The fMLP 0.004732 0.049579 0.117647 4 34

EXOCYTOSIS Genes annotated by the 0.021869 GO:0006887. The release of intracellular molecules (e.g. hormones,

GOBiologicalProcess 0.001271 GO term 0.166667 4 24

KEGG na 1.31E-09

HSA04020_CALCIUM_SIGNALING_PATHWAY 1.98E-07 0.113772 19 167

ChemicalGeneticPerturbations late 0.030066 0.111111

Highly expressed in

0.002073

HIPPOCAMPUS_DEVELOPMENT_POSTNATAL postnatal mouse hippocampus 5 45

(clusters 11 and 15)

ChemicalGeneticPerturbations

BRG1_SW13_UP by transient expression of BRG1 at 24 hours in human, BRG1-lacking SW-13 cells

Up-regulated 6.19E-05 0.002506 0.14 7 50

GNF2_CDC2 na

CancerGeneNeighborhood 8.27E-04 0.016063 0.109091 6 55

microRNATargets

na

GCGCTTT,MIR-518B,MIR-518C,MIR-518D 4.03E-04 0.009764 0.222222 4 18

GOMolecularFunction 7.42E-04 0.014937 GO:0005249. Catalysis of the transmembrane transfer of a potassium

Genes annotated by the GO term 0.138889

VOLTAGE_GATED_POTASSIUM_CHANNEL_ACTIVITY 5 36

KEGG na

HSA04720_LONG_TERM_POTENTIATION 4.80E-05 0.002018 0.123077 8 65

GOMolecularFunction 0.001489 GO term

Genes annotated by 0.16 4 25

AUXILIARY_TRANSPORT_PROTEIN_ACTIVITYthe 0.024361 GO:0015457. Facilitates transport across one or more biological mem

C na

module_485 ancerModules 0.002288 0.032473 0.108696 5 46

CanonicalPathway

MITRPATHWAY 6.30E-04 0.013244 0.333333 3 9

The MyoD/MEF2 transcription factors induce muscle cell differentiation and are repressed by the tran

GOMolecularFunction 3.66E-04 GO term 0.106061

Genes annotated by the 7 66

VOLTAGE_GATED_CATION_CHANNEL_ACTIVITY0.009204 GO:0022843. Catalysis of the transmembrane transfer of a cation by

ChemicalGeneticPerturbations

Top 0.001577 0.025185 0.25 3 12

SARCOMAS_SYNOVIAL_UP 20 positive significant genes associated with synovial sarcomas, versus other soft-tissue tumors.

ChemicalGeneticPerturbations nucleus accumbens of mice after 2 weeks of induction of transgenic CREB

CREB_BRAIN_2WKS_UP in the

Up-regulated 1.02E-04 0.003685 0.208333 5 24

GenMAPP na 1.02E-04 0.003721 0.307692

GPCRDB_CLASS_C_METABOTROPIC_GLUTAMATE_PHEROMONE 4 13

KEGG na

HSA04740_OLFACTORY_TRANSDUCTION 0.002624 0.035132 0.137931 4 29

ChemicalGeneticPerturbations expression of p210(BCR-ABL) in human leukemia (HL-60) cells; detected by spotted

BCRABL_HL60_CDNA_DN 0.002298 0.032474 0.142857

Down-regulated by 4 28

C na

module_381 ancerModules 5.49E-08 6.29E-06 0.5 6 12

C The ATM 0.00202 recognizes 0.230769 3 13

RBPATHWAYanonicalPathway protein kinase 0.029684 DNA damage and blocks cell cycle progression by phosphorylating

ChemicalGeneticPerturbations

IL6_FIBRO_UP following 0.030066 0.111111 5

Upregulated 0.002073 IL-6 treatment in normal skin fibroblasts 45

GNF2_HMMR na

CancerGeneNeighborhood 0.001873 0.02841 0.113636 5 44

ChemicalGeneticPerturbations

Genes highly0.003119 in

expressed 0.039083 0.2 3

WONG_IFNA_HCC_RESISTANT_VS_SENSITIVE_UPinterferon-resistant hepatoma cell lines15 (HKCI-C1-3) vs. sensitive cell lines (H

C na

module_497 ancerModules 2.11E-05 0.001167 0.206897 6 29

C na

GNF2_MAPTancerGeneNeighborhood 5.45E-11 1.65E-08 0.447368 17 38

GOMolecularFunction 0.001489 0.024361 GO:0005516. Interacting selectively with calmodulin, a calcium-bind

CALMODULIN_BINDING Genes annotated by the GO term 0.16 4 25

ChemicalGeneticPerturbations

TGFBETA_C1_UP 2.47E-04 0.007143 0.25 4

Upregulated by TGF-beta treatment of skin fibroblasts, cluster 1 16

ChemicalGeneticPerturbations in Egr2Lo/Lo mice (who bear mutations in the 90

LE_MYELIN_UP 1.99E-06 1.54E-04 0.122222

Genes upregulated 11 transcription factor Egr2 and in whic

ChemicalGeneticPerturbations

IRS_KO_ADIP_DN down-regulated in brown preadipocytes from four Irs-knockout mouse lines with increas

Progressively 7.42E-04 0.014937 0.138889 5 36

CanonicalPathway a G-protein coupled receptor expressed in macrophages that recognizes chemokine ligands an

CCR5PATHWAY CCR5 is 0.003119 0.039083 0.2 3 15

GOMolecularFunction 1.40E-04 GO term 0.285714

Genes annotated by the

POTASSIUM_CHANNEL_REGULATOR_ACTIVITY 0.004712 GO:0015459. 4 14

C na

module_274 ancerModules 0 0 0.222222 18 81

GOMolecularFunction

Genes annotated by the GO term 0.25 5 20

GLUTAMATE_RECEPTOR_ACTIVITY 3.98E-05 0.001862 GO:0008066. Combining with glutamate to initiate a change in cell a

C na

module_316 ancerModules 7.41E-05 0.002863 0.115942 8 69

VIPPATHWAY Apoptosis activated cells is inhibited by vasoactive intestinal peptide (VIP) and its relative PACAP.

CanonicalPathway of 0.001271 T 0.021869 0.166667 4 24

CanonicalPathway is expressed in skeletal muscle, heart muscle, and brown fat, and is a coactivator for receptors

PGC1APATHWAY PCG-1a 1.19E-07 1.32E-05 0.333333 7 21

GOBiologicalProcess

Genes annotated

4.08E-11 1.35E-08 0.145946 27 185

TRANSMISSION_OF_NERVE_IMPULSE by the GO term GO:0019226. The sequential electrochemical polarization and depol

C na

module_137 ancerModules 1.30E-10 2.40E-08 0.10586 56 529

GOCellularComponent 3.71E-06 GO term GO:0044456. The junction between a nerve fiber of one neuron and

SYNAPSE_PART Genes annotated by the 2.68E-04 0.384615 5 13

GOBiologicalProcess

Genes 3.18E-11 1.17E-08 0.158824 27 170

SYNAPTIC_TRANSMISSION annotated by the GO term GO:0007268. The process of communication from a neuron to a targ

CanonicalPathway of angiotensin II 0.040079 activates Ca2+ signaling and the31 pathway.

AT1RPATHWAY Binding 0.003367 to AT1-R 0.129032 4 JNK

ChemicalGeneticPerturbations nucleus accumbens of mice after 5 days of cocaine treatment

COCAINE_BRAIN_5D_UP in the

Up-regulated 2.74E-04 0.007512 0.111111 7 63

CanonicalPathway

NO1PATHWAY 0.001489 0.024361 cytoplasmic calcium, which activates nitric oxide synthase III

Shear stress in endothelial cells increases0.16 4 25

na

module_66CancerModules 1.13E-10 2.21E-08 0.106542 57 535

GOMolecularFunction

Genes annotated by the GO term 0.1 5 50

POTASSIUM_CHANNEL_ACTIVITY 0.003312 0.040434 GO:0005267. Catalysis of facilitated diffusion of a potassium ion (by

GOMolecularFunction 0.00202 0.029684 GO:0004114. Catalysis of the reaction: nucleoside 3',5'-cyclic phosph

Genes annotated by the GO term 0.230769

3__5__CYCLIC_NUCLEOTIDE_PHOSPHODIESTERASE_ACTIVITY 3 13

TransfacTargets

YWATTWNNRGCT_UNKNOWNna 0.003312 0.040434 0.1 5 50

C na

module_524 ancerModules 3.10E-04 0.008232 0.166667 5 30

CancerGeneNeighborhood

GNF2_RAB3A na 7.17E-11 1.70E-08 0.470588 16 34

GOBiologicalProcess

Genes annotated by the 0.034423 GO:0000904.

0.002519 GO term 5 47

CELLULAR_MORPHOGENESIS_DURING_DIFFERENTIATION 0.106383 The change in form (cell shape and size) that occurs wh

ChemicalGeneticPerturbations nucleus accumbens of mice after 8 weeks of induction of transgenic CREB

CREB_BRAIN_8WKS_UP in the

Up-regulated 2.31E-06 1.74E-04 0.135135 10 74

GOBiologicalProcess

Genes annotated by the GO term 0.333333 4 12

NEUROTRANSMITTER_SECRETION 7.17E-05 0.002836 GO:0007269. The regulated release of neurotransmitter into the syn

GOMolecularFunction

Genes annotated by the GO term 0.173913

CHANNEL_REGULATOR_ACTIVITY 0.001076 0.019745 GO:0016247. 4 23

GenMAPP na

SMOOTH_MUSCLE_CONTRACTION 4.75E-07 4.51E-05 0.106061 14 132

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

C na

module_478 ancerModules 3.75E-05 8.08E-04 0.105263 2 19

CanonicalPathway produced by Th20.024486 0.142857 the T cell 1

IL-13 is

ST_INTERLEUKIN_13_PATHWAY 0.003478 cells on activation of 7

antigen receptor, and by mast and basophil ce

CanonicalPathway T subtype Th1 produces pro-inflammatory cytokines that stimulate phagocytosis, while Th2 cel

TH1TH2PATHWAY Helper 2.98E-05 7.34E-04 0.117647 2 17

ChemicalGeneticPerturbations environmental stress response that were not regulated following treatment of f

4NQO_ESR_OLD_UNREG 0.004965

Genes involved in the 0.032319 0.1 1 10

CanonicalPathway 0.003478 0.024486 0.142857 the 7

ST_IL_13_PATHWAY Like IL-4, IL-13 is produced by Th2 cells on activation of 1 T cell antigen receptor, and by mast and ba

C na

module_424 ancerModules 3.35E-05 7.71E-04 0.111111 2 18

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

GOBiologicalProcess

PROTEIN_MATURATION 0.005515 GO term 0.1 1 10

Genes annotated by the 0.031542 GO:0051604. The process leading to the attainment of the full funct

GOBiologicalProcess

LEUKOCYTE_MIGRATION 3.29E-05 GO term 0.125 2

Genes annotated by the 0.001195 GO:0050900. The movement of 16 leukocytes within or between differ

CanonicalPathway

B 0.004965 interact 0.111111 1 9

LYMPHOCYTEPATHWAY and T cell lymphocytes0.030085with other cells via transmembrane adhesion proteins such as CD44,

GOBiologicalProcess

Genes annotated by the 0.031542 GO:0042509.

0.005515 GO term 0.1 1 10

REGULATION_OF_TYROSINE_PHOSPHORYLATION_OF_STAT_PROTEIN Any process that modulates the frequency, rate or ext

CanonicalPathway

B 0.005515 0.031542 0.1 1 10

BLYMPHOCYTEPATHWAYcells express the major histocompatibility complex (class II MHC), immunoglobulins, adhesion protei

CanonicalPathway 0.004414 0.027402 0.125 1 8

NEUTROPHILPATHWAYNeutrophils are phagocytotic leukocytes that destroy foreign cells with reactive oxygen species or enz

GOMolecularFunction 0.005515 0.031542 GO:0015145. Catalysis of the transfer of monosaccharide from one s

Genes annotated by the GO term

MONOSACCHARIDE_TRANSMEMBRANE_TRANSPORTER_ACTIVITY 0.1 1 10

GOBiologicalProcess

Genes 2.14E-05 8.37E-04 0.153846 2 a

LEUKOCYTE_CHEMOTAXIS annotated by the GO term GO:0030595. The movement of 13leukocyte in response to an extern

GOBiologicalProcess

Genes annotated by the 0.001332 GO:0050730. Any process that modulates the frequency, rate or ext

4.19E-05 GO term 0.111111

REGULATION_OF_PEPTIDYL_TYROSINE_PHOSPHORYLATION 2 18

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

C na

module_245 ancerModules 3.25E-04 0.01667 0.12 3 25

CanonicalPathway 0.00102 0.033949 0.222222 9

FLUMAZENILPATHWAYFlumazenil is a benzodiazepine receptor antagonist that2may induce protective preconditioning in isch

C na

module_155 ancerModules 3.25E-04 0.01667 0.12 3 25

GNF2_MKI67 na

CancerGeneNeighborhood 3.66E-04 0.016939 0.115385 3 26

GOBiologicalProcess

Genes annotated by the GO term 0.2 2 10

CHROMOSOME_CONDENSATION 0.001271 0.040172 GO:0030261. The progressive compaction of dispersed interphase ch

na

GNF2_FEN1CancerGeneNeighborhood 7.35E-06 0.001743 0.1 5 50

na

GNF2_TTK CancerGeneNeighborhood 3.73E-05 0.005438 0.114286 4 35

GNF2_H2AFX na

CancerGeneNeighborhood 1.50E-05 0.002846 0.142857 4 28

CancerGeneNeighborhood

GNF2_SMC2L1 na 1.99E-05 0.003434 0.133333 4 30

C na

GNF2_RRM2ancerGeneNeighborhood 4.66E-05 0.005527 0.108108 4 37

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

ChemicalGeneticPerturbations

Oligodendroglia/myelination

2.63E-05 0.005524 0.125 2 16

ASTON_OLIGODENDROGLIA_MYELINATION_SUBSETrelated genes which are downregulated in major depressive disorder (p 0.30)

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

GOCellularComponent 0.003312 0.013299 GO:0043596. The Y-shaped region of a nuclear replicating DNA mole

Genes annotated by the GO term

NUCLEAR_REPLICATION_FORK 0.1 1 10

ChemicalGeneticPerturbations

Cell cycle- and proliferation-related 0.111111

UNDERHILL_PROLIFERATION 2 18

1.40E-05 2.35E-04 genes underexpressed in plasma cells.

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

ChemicalGeneticPerturbations cancer cell lines reistant to cisplatin, compared to parent chemosensitive lines

CIS_RESIST_GASTRIC_UP 2.32E-05

Upregulated in gastric 0.039776 0.214286 3 14

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

ChemicalGeneticPerturbations

Genes highly0.001547 in hepatocellular carcinoma sensitive to 5-Fluorouracil + interferon.

expressed 0.008508 0.142857

KUROKAWA_5FU_IFN_SENSITIVE_VS_RESISTANT_UP 1 7

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

GOMolecularFunction 3.83E-06 GO term 0.363636

Genes 4 11

GABA_RECEPTOR_ACTIVITY annotated by the 0.002678 GO:0016917. Combining with gamma-aminobutyric acid (GABA, 4-am

Genes annotated by the GO term 0.148148 4 27

SYNAPSE GOCellularComponent 1.78E-04 0.034011 GO:0045202. The junction between a nerve fiber of one neuron and

GOCellularComponent 3.11E-04 0.046658 GO:0044456. The junction between a nerve fiber of one neuron and

SYNAPSE_PART Genes annotated by the GO term 0.230769 3 13

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

GOBiologicalProcess

Genes annotated by the 0.039023 GO:0031570. Any cell3

DNA_INTEGRITY_CHECKPOINT 1.64E-04 GO term 0.125 24

cycle checkpoint that delays or arrests cell cyc

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

GNF2_MKI67 na

CancerGeneNeighborhood 2.63E-08 6.90E-06 0.115385 3 26

C na

module_315 ancerModules 6.41E-06 1.12E-04 0.133333 2 15

ChemicalGeneticPerturbationsDAC treatment in LD419 fibroblast cells

DAC_FIBRO_DN 0.002761 0.012261

Downregulated by 0.1 1 10

ChemicalGeneticPerturbations

MIDDLEAGE_DN 5.55E-06 1.04E-04 0.142857 2 14

Downregulated in fibroblasts from middle-age individuals, compared to young

GOBiologicalProcess

Genes annotated by the 0.012261

0.002761 GO term 0.1 1 10

MITOTIC_SPINDLE_ORGANIZATION_AND_BIOGENESIS GO:0007052. A process that is carried out at the cellular level which

GOCellularComponent 8.30E-06 GO term GO:0000922. Either of the ends 17 a spindle, where spindle microtub

SPINDLE_POLE Genes annotated by the 1.36E-04 0.117647 2 of

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

ChemicalGeneticPerturbations cancer cell lines reistant to doxorubicin, compared to parent chemosensitive lin

DOX_RESIST_GASTRIC_UP 1.14E-10

Upregulated in gastric 3.12E-08 0.1 4 40

CanonicalPathway

SRCRPTPPATHWAY Src by Protein-tyrosine 0.1

Activation of0.002761 0.012655 phosphatase alpha1 10

CanonicalPathwayactivates the cdc2/cyclin B complex to induce the G2/M transition.

SA_G2_AND_M_PHASES Cdc25 0.002209 0.011047 0.125 1 8

CanonicalPathway

CDC25PATHWAY 0.002485 0.011783 0.111111 1 9

The protein phosphatase Cdc25 is phosphorylated by Chk1 and activates Cdc2 to stimulate eukaryotic

CanonicalPathway

PTC1PATHWAY 0.002761 0.012655 0.1 1 10

The binding of extracellular signaling protein Sonic hedgehog to the Patched receptor (Ptc1) allows pro

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

na

module_0 CancerModules 0.001381 0.043373 0.2 1 5

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

na

GNF2_LYN CancerGeneNeighborhood 1.05E-08 8.64E-07 0.115385 3 26

CanonicalPathway expression by T cells induces apoptosis in Fas-expressing, inactive B cells.

BBCELLPATHWAY Fas ligand 2.20E-07 6.01E-06 0.5 2 4

CanonicalPathwayrequire interaction with helper T cells to produce2antigen-specific immunoglobulins as a key ele

ASBCELLPATHWAY B cells 1.03E-06 1.40E-05 0.25 8

IL5PATHWAY Pro-inflammatory IL-5 is secretes by activated T cells, eosinophils, 10 mast cells, and stimulates the p

CanonicalPathway 1.65E-06 1.50E-05 0.2 2 and

CanonicalPathway T subtype Th1 produces pro-inflammatory cytokines that stimulate phagocytosis, while Th2 cel

TH1TH2PATHWAY Helper 4.98E-06 3.14E-05 0.117647 2 17

CanonicalPathway

TCRAPATHWAY 2.02E-06 1.50E-05 0.181818 T 11

The kinases Lck and Fyn phosphorylate and activate the2 cell receptor, which recognizes antigen-boun

CanonicalPathway

CTLA4PATHWAY 5.60E-06 interaction with an antigen-MHC-I complex on an antigen-presenting cell (AP

T cell activation requires 3.28E-05 0.111111 2 18

CanonicalPathway

B 1.65E-06 histocompatibility complex (class II MHC), immunoglobulins, adhesion protei

BLYMPHOCYTEPATHWAYcells express the major1.50E-05 0.2 2 10

CanonicalPathway

EOSINOPHILSPATHWAY 1.03E-06 1.40E-05 0.25 2 in

Recruitment of eosinophils in the inflammatory response observed8 asthma occurs via the chemoatt

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

GenMAPP

NUCLEOTIDE_GPCRS na 0.002485 0.03529 0.111111 1 9

C na

module_454 ancerModules 0.002761 0.035643 0.1 1 10

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

chr15q12 Positional na 6.63E-04 0.020559 0.333333 1 3

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

ChemicalGeneticPerturbations

LIZUKA_L1_SM_G1 expressed 0.018735 0.111111 1 9

Genes highly0.002485 in well differentiated hepatocellular carcinoma vs. non-tumor liver with hepat

chr16q11 Positional na 0.001105 0.009418 0.25 1 4

GOBiologicalProcess

Genes annotated by the 0.019327

0.002761 GO term 0.1 1 10

MITOTIC_SPINDLE_ORGANIZATION_AND_BIOGENESIS GO:0007052. A process that is carried out at the cellular level which

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

ChemicalGeneticPerturbations intermediate timepoints (12-16 hrs) 2

P21_MIDDLE_DN 5.55E-06 3.28E-04 0.142857

Down-regulated at 14

follwing ectopic expression of p21 (CDKN1A) in

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

C na

module_513 ancerModules 0.001768 0.045767 0.125 1 8

GOBiologicalProcess

Genes annotated by the 0.045767 GO:0050679.

0.001768 GO term 1 8

POSITIVE_REGULATION_OF_EPITHELIAL_CELL_PROLIFERATION0.125 Any process that activates or increases the rate or exte

MKK6EE_UP Upregulated 0.002209 0.039599

by expression of constitutively active MKK6

ChemicalGeneticPerturbations 0.1 1 10

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

na

module_21CancerModules 0.002209 0.013993 0.1 1 10

chr16q11 Positional na 8.84E-04 0.006461 0.25 1 4

ChemicalGeneticPerturbations

Genes involved with

1.65E-06 6.27E-05 0.2 2 10

FERRANDO_CHEMO_RESPONSE_PATHWAY chemotherapy response and drug targets which are upregulated in samples posit

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

na

module_21CancerModules 0.002209 0.014775 0.1 1 10

ChemicalGeneticPerturbationsDAC treatment in LD419 fibroblast cells

DAC_FIBRO_DN 0.002209 0.014775

Downregulated by 0.1 1 10

ChemicalGeneticPerturbations

Genes involved with

0.002209 0.014775 0.1 1 10

FERRANDO_CHEMO_RESPONSE_PATHWAY chemotherapy response and drug targets which are upregulated in samples posit

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

CanonicalPathway a benzodiazepine receptor antagonist that3may induce protective preconditioning in isch

FLUMAZENILPATHWAYFlumazenil is 2.46E-06 0.001455 0.333333 9

CanonicalPathway

GABAPATHWAY 6.39E-06 0.001514 0.25 3 12

Gamma-aminobutyric acid (GABA) is an inhibitory neurotransmitter whose receptor is regulated by Pli

GOMolecularFunction 0.001287 0.031093 GO:0015179. Catalysis of the transfer of an L-amino acid from one si

Genes annotated by the GO term 0.117647

L_AMINO_ACID_TRANSMEMBRANE_TRANSPORTER_ACTIVITY 2 17

ICF_DN Downregulated in B-cells from ICF syndrome (DNMT3B)2compared to normals

5.27E-04 0.017324 0.181818

ChemicalGeneticPerturbations 11

C na

module_214 ancerModules 8.22E-05 0.004232 0.111111 3 27

C na

module_141 ancerModules 1.61E-05 0.002728 0.1875 3 16

C na

module_215 ancerModules 1.31E-05 0.002592 0.2 3 15

GOMolecularFunction 5.27E-04 GO term 0.181818

Genes 2 11

GABA_RECEPTOR_ACTIVITY annotated by the 0.017324 GO:0016917. Combining with gamma-aminobutyric acid (GABA, 4-am

C na

module_396 ancerModules 6.31E-04 0.019655 0.166667 2 12

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

CanonicalPathway of Neurotransmitter Relase by Botulinum Toxin

BOTULINPATHWAY Blockade 0.001105 0.04509 0.2 1 5

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

CanonicalPathwaya transcription factor that promotes the G1/S transition, is repressed by Rb and activated by cd

SKP2E2FPATHWAY E2F-1, 0.001989 0.015966 0.111111 1 9

GOBiologicalProcess

Genes annotated by the 0.017246

0.002209 GO term 0.1 1 10

MITOTIC_SPINDLE_ORGANIZATION_AND_BIOGENESIS GO:0007052. A process that is carried out at the cellular level which

CanonicalPathwayE interacts with cell0.01461

FBW7PATHWAY Cyclin 0.001768 0.125 to 8

cycle checkpoint kinase cdk2 1 allow transcription of genes required for S p

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

ChemicalGeneticPerturbationsDAC treatment in LD419 fibroblast cells

DAC_FIBRO_DN 0.002209 0.014692

Downregulated by 0.1 1 10

ChemicalGeneticPerturbations late timepoints (20-24 hrs) following1ectopic expression of p21 (CDKN1A) in OvCa c

P21_P53_LATE_DN 0.001989 0.013563 0.111111

Down-regulated at 9

ChemicalGeneticPerturbations

Genes involved with

0.002209 0.014692 0.1 1 10

FERRANDO_CHEMO_RESPONSE_PATHWAY chemotherapy response and drug targets which are upregulated in samples posit

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

GOMolecularFunction 5.22E-05 0.02047

Genes annotated by 0.12 3 25

AUXILIARY_TRANSPORT_PROTEIN_ACTIVITYthe GO term GO:0015457. Facilitates transport across one or more biological mem

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

CanonicalPathway

NOS1PATHWAY 0.001298 0.028379 0.111111 2 18

Glutamate stimulates NMDA-mediates calcium influx, which promotes nitric oxide synthesis from argi

GOMolecularFunction 4.73E-04 GO term 0.181818

Genes annotated by 2 11

CATION_TRANSPORTING_ATPASE_ACTIVITYthe 0.014217 GO:0019829. Catalysis of the transfer of a solute or solutes from one

ATMPATHWAY The tumor-suppressing protein kinase ATM responds to2radiation-induced DNA damage by blocking ce

CanonicalPathway 0.001448 0.03047 0.105263 19

CK1PATHWAY Caseine 0.001022 0.023895 0.125 2 16

CanonicalPathway kinase 1 (CK1) and cdk5 phosphorylate DARPP32 in the dopamine signaling pathway.

GNF2_AF1Q na

CancerGeneNeighborhood 0.001605 0.032967 0.1 2 20

CanonicalPathway erythropoietin (Epo) 0.181818 2 11

EPONFKBPATHWAY The cytokine 4.73E-04 0.014217 prevents stress-induced neuronal apoptosis by stimulating anti-apop

Genes annotated by the GO term 0.125 2 16

DENDRITE GOCellularComponent 0.001022 0.023895 GO:0030425. A branching protoplasmic process of a neuron that rec

C na

module_563 ancerModules 8.96E-04 0.022512 0.133333 2 15

GOMolecularFunction 0.001448 GO term GO:0019198. The catalysis of phosphate removal from a phosphotyr

Genes annotated by the 0.03047 0.105263

TRANSMEMBRANE_RECEPTOR_PROTEIN_PHOSPHATASE_ACTIVITY 2 19

ChemicalGeneticPerturbations

UVC_TTD_8HR_UP at 8 hours following 0.1 2 20

Up-regulated0.001605 0.032967 treatment of XPB/TTD fibroblasts with 3 J/m^2 UVC

GOMolecularFunction 4.73E-04 0.014217 GO:0015085. Catalysis of the transfer of calcium (Ca) ions from one

Genes annotated by the GO term 0.181818

CALCIUM_ION_TRANSMEMBRANE_TRANSPORTER_ACTIVITY 2 11

C na

GNF2_MAPTancerGeneNeighborhood 4.85E-06 5.84E-04 0.105263 4 38

GOMolecularFunction 0.001605 0.032967 GO:0015662. Catalysis of the transfer of a solute or solutes

Genes annotated by the GO term 0.1 2 20

ATPASE_ACTIVITY__COUPLED_TO_TRANSMEMBRANE_MOVEMENT_OF_IONS__PHOSPHORYLATIVE_MECHANISM from one

GNF2_DNM1 na

CancerGeneNeighborhood 1.31E-09 3.67E-07 0.101449 7 69

CancerGeneNeighborhood

GNF2_TM4SF2 na 4.98E-07 8.39E-05 0.181818 4 22

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

ChemicalGeneticPerturbations light in normal human epidermal keratinocytes, cluster 3

UVB_NHEK3_C3 UV-B

Regulated by 6.03E-04 0.035055 0.117647 2 17

ChemicalGeneticPerturbations

SCHURINGA_STAT5A_DN 6.03E-04 0.035055 0.117647 2 17

Differential Gene Expression in CB CD34 Cells Expressing STAT5A(1*6) Down-Regulated

GOCellularComponent 6.78E-04 GO term 0.111111 2 18

REPLICATION_FORK Genes annotated by the 0.030631 GO:0005657. The Y-shaped region of a replicating DNA molecule, res

ChemicalGeneticPerturbations

LAMB_CYCLIN_D3_GLOCUS 4.67E-04 0.031661 0.133333 2 15

E2F target genes highly correlated with cyclin D3 expression (p = 0.002)

T na

V$STAT3_01 ransfacTargets 5.33E-04 0.032521 0.125 2 16

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

CanonicalPathway a benzodiazepine receptor antagonist that2may induce protective preconditioning in isch

FLUMAZENILPATHWAYFlumazenil is 1.53E-04 0.048115 0.222222 9

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

ChemicalGeneticPerturbations

MUNSHI_MM_VS_PCS_DN 1.55E-04 0.031347 0.181818 2 twin

Selected down-regulated genes in patient MM cells versus normal11 PCs

C na

module_513 ancerModules 7.91E-05 0.021346 0.25 2 8

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

GOBiologicalProcess 4.17E-04 GO term 0.105263 2 19

CELL_RECOGNITION Genes annotated by the 0.035737 GO:0008037. The process by which a cell in a multicellular organism

chr3p26 Positional na 4.17E-04 0.035737 0.105263 2 19

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

GNF2_RTN1 na

CancerGeneNeighborhood 1.50E-07 4.14E-05 0.155556 7 45

GOMolecularFunction 3.78E-04 0.02534 0.105263

Genes annotated by the 4 38

PHOSPHORIC_DIESTER_HYDROLASE_ACTIVITY GO term GO:0008081. Catalysis of the hydrolysis of a phosphodiester to give

GOMolecularFunction 1.96E-04 0.017981 GO:0004114. Catalysis of the reaction: nucleoside 3',5'-cyclic phosph

Genes annotated by the GO term 0.230769

3__5__CYCLIC_NUCLEOTIDE_PHOSPHODIESTERASE_ACTIVITY 3 13

na

V$AHR_01 TransfacTargets 8.78E-05 0.010369 0.1 5 50

ChemicalGeneticPerturbations in 0.039712 0.136364

Genes upregulated 3 22

CROONQUIST_RAS_STROMA_UP 9.92E-04multiple myeloma cells with N-ras-activating mutations versus those co-cultured

GOMolecularFunction

Genes annotated by the GO term 0.15 3 20

GLUTAMATE_RECEPTOR_ACTIVITY 7.44E-04 0.034204 GO:0008066. Combining with glutamate to initiate a change in cell a

CanonicalPathway

DAG (diacylglycerol) signaling activity

SA_DIACYLGLYCEROL_SIGNALING 8.38E-05 0.010938 0.3 3 10

CanonicalPathway and 6 bind cyclin D in G1, while cdk2/cyclin E promotes the G1/S transition.

SA_G1_AND_S_PHASES Cdk2, 4, 3.07E-04 0.021776 0.2 3 15

GOMolecularFunction 6.37E-04 0.034358 GO:0015103. Catalysis of the transfer of inorganic anions from one s

Genes annotated by the GO term 0.157895

INORGANIC_ANION_TRANSMEMBRANE_TRANSPORTER_ACTIVITY 3 19

GNF2_RAB3A na

CancerGeneNeighborhood 2.44E-04 0.019545 0.117647 4 34

GOMolecularFunction 8.38E-05 0.010938 GO:0008067.

Genes annotated by the GO term 0.3 3 10

METABOTROPIC_GLUTAMATE__GABA_B_LIKE_RECEPTOR_ACTIVITY A G-protein coupled receptor that is structurally/funct

GOMolecularFunction 2.47E-04 0.019181 0.214286

Genes annotated by the GO term 3 14

CYCLIC_NUCLEOTIDE_PHOSPHODIESTERASE_ACTIVITY GO:0004112. Catalysis of the reaction: a nucleoside cyclic phosphate

C na

GNF2_MAPTancerGeneNeighborhood 4.41E-08 1.56E-05 0.184211 7 38

GOBiologicalProcess

Genes annotated by the GO term

1.52E-04 0.25 3 12

GLYCOSPHINGOLIPID_METABOLIC_PROCESS 0.015038 GO:0006687. The chemical reactions and pathways involving glycosp

GOBiologicalProcess

Genes annotated by the GO term 0.1875 3 16

GLYCOLIPID_METABOLIC_PROCESS 3.76E-04 0.025883 GO:0006664. The chemical reactions and pathways involving glycolip

CancerGeneNeighborhood

GNF2_TM4SF2 na 1.34E-06 3.02E-04 0.227273 5 22

GNF2_DNM1 na

CancerGeneNeighborhood 6.42E-11 1.59E-07 0.15942 11 69

chr3p26 Positional na 6.37E-04 0.034358 0.157895 3 19

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

GOMolecularFunction

Genes annotated by the GO term 0.181818 2 11

SEROTONIN_RECEPTOR_ACTIVITY 8.44E-05 0.021154 GO:0004993. Combining with the biogenic amine serotonin, a neuro

C na

module_513 ancerModules 4.31E-05 0.021589 0.25 2 8

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

C na

module_470 ancerModules 2.40E-04 0.028952 0.133333 2 15

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

GOBiologicalProcess

Genes annotated by the 0.044697 GO:0051494. Any process

7.11E-05 GO term 0.222222 2 9

NEGATIVE_REGULATION_OF_CYTOSKELETON_ORGANIZATION_AND_BIOGENESIS that stops, prevents or reduces the freque

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

GOMolecularFunction 1.30E-04 0.013816 0.166667

Genes annotated by the GO term

INWARD_RECTIFIER_POTASSIUM_CHANNEL_ACTIVITY GO:0005242. 2 12

CanonicalPathway functions as a second messenger activating the2

CACAMPATHWAY Calcium 1.30E-04 0.013816 0.166667 12

calcium/calmodulin-dependent kinases, which

GNF2_CDH11 na

CancerGeneNeighborhood 5.94E-06 0.00568 0.12 3 25

na

GNF2_JAK1CancerGeneNeighborhood 8.43E-06 0.004033 0.107143 3 28

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

ChemicalGeneticPerturbations

Oligodendroglia/myelination

1.62E-09 4.94E-07 0.25 4 16

ASTON_OLIGODENDROGLIA_MYELINATION_SUBSETrelated genes which are downregulated in major depressive disorder (p 0.30)

GOCellularComponent 0.013191 0.044018 GO:0043596. The Y-shaped region of a nuclear replicating DNA mole

Genes annotated by the GO term

NUCLEAR_REPLICATION_FORK 0.1 1 10

CanonicalPathway

SRCRPTPPATHWAY Src by Protein-tyrosine 0.2

Activation of 7.54E-05 5.74E-04 phosphatase alpha2 10

CanonicalPathwayactivates the cdc2/cyclin B complex to induce the G2/M transition.

SA_G2_AND_M_PHASES Cdc25 0.010566 0.036918 0.125 1 8

GNF2_PCNA na

CancerGeneNeighborhood 5.10E-11 2.76E-09 0.129032 8 62

P21_ANY_DN Down-regulated at

1.08E-07 1.60E-06 0.117647 4 34

ChemicalGeneticPerturbations any timepoint (4-24 hrs) follwing ectopic expression of p21 (CDKN1A) in OvCa cells

GOBiologicalProcess

Genes annotated by the GO term 0.1 1 10

CHROMOSOME_CONDENSATION 0.013191 0.044018 GO:0030261. The progressive compaction of dispersed interphase ch

ChemicalGeneticPerturbations

MIDDLEAGE_DN 1.52E-04 9.92E-04 0.142857 2 14

Downregulated in fibroblasts from middle-age individuals, compared to young

ChemicalGeneticPerturbations in both ITTP and DP more than 3-fold, with average signal value differences of at

LEE_TCELLS3_UP 1.46E-11 8.70E-09 0.115789

Transcripts enriched 11 95

CancerGeneNeighborhood

GNF2_SMC2L1 na 5.30E-11 2.10E-09 0.2 6 30

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

C na

module_400 ancerModules 1.77E-04 0.010267 0.105263 2 19

ChemicalGeneticPerturbations

differentially expressed in metastatic (T24T) and nonmetastatic (T24) human bladder can

GILDEA_BLADDER_UP Top 30 genes3.16E-06 8.58E-04 0.107143 3 28

GNF2_CDH11 na

CancerGeneNeighborhood 2.23E-06 9.05E-04 0.12 3 25

C na

module_513 ancerModules 2.92E-05 0.003386 0.25 2 8

ChemicalGeneticPerturbations

TGFBETA_C2_UP 1.58E-04 0.010724 of skin fibroblasts, cluster 2 18

Upregulated by TGF-beta treatment0.111111 2

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

ChemicalGeneticPerturbations cancer cell lines reistant to doxorubicin, compared to parent chemosensitive lin

DOX_RESIST_GASTRIC_UP 3.66E-08

Upregulated in gastric 1.97E-06 0.1 4 40

GOCellularComponent 0.008811 0.044583 GO:0043596. The Y-shaped region of a nuclear replicating DNA mole

Genes annotated by the GO term

NUCLEAR_REPLICATION_FORK 0.1 1 10

CanonicalPathway

SRCRPTPPATHWAY Src by Protein-tyrosine 0.1

Activation of0.008811 0.044583 phosphatase alpha1 10

GNF2_MKI67 na

CancerGeneNeighborhood 1.46E-06 4.79E-05 0.115385 3 26

ChemicalGeneticPerturbationsDAC treatment in LD419 fibroblast cells

DAC_FIBRO_DN 6.79E-08 3.09E-06

Downregulated by 0.3 3 10

C na

GNF2_ESPL1 ancerGeneNeighborhood 2.11E-08 1.38E-06 0.114286 4 35

GOBiologicalProcess

Genes annotated by the 0.044583

0.008811 GO term 0.1 1 10

MITOTIC_SPINDLE_ORGANIZATION_AND_BIOGENESIS GO:0007052. A process that is carried out at the cellular level which

ChemicalGeneticPerturbations

LAMB_CYCLIN_D3_GLOCUS 7.65E-05 9.24E-04 0.133333 2 15

E2F target genes highly correlated with cyclin D3 expression (p = 0.002)

CanonicalPathway

PTC1PATHWAY 0.008811 0.044583 0.1 1 10

The binding of extracellular signaling protein Sonic hedgehog to the Patched receptor (Ptc1) allows pro

GNF2_MCM4 na

CancerGeneNeighborhood 6.18E-10 9.14E-08 0.1 5 50

C na

GNF2_RRM2ancerGeneNeighborhood 2.65E-08 1.57E-06 0.108108 4 37

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

na

module_0 CancerModules 0.00469 0.032915 0.2 1 5

C na

module_283 ancerModules 0.00656 0.040285 0.142857 1 7

ChemicalGeneticPerturbations

Genes involved with

3.72E-05 0.001219 0.2 2 10

FERRANDO_CHEMO_RESPONSE_PATHWAY chemotherapy response and drug targets which are upregulated in samples posit

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

C na

module_538 ancerModules 1.79E-05 0.004112 0.25 2 8

C na

module_450 ancerModules 2.30E-05 0.003523 0.222222 2 9

C na

module_376 ancerModules 1.34E-05 0.00617 0.285714 2 7

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

GNF2_CDC2 na

CancerGeneNeighborhood 8.73E-11 3.83E-09 0.127273 7 55

ChemicalGeneticPerturbations upregulated by E2F1 induction 2

E2F1_DNA_UP 4.01E-05

DNA replication genes 3.16E-04 0.181818 11

C na

module_315 ancerModules 7.65E-05 5.73E-04 0.133333 2 15

na

GNF2_CKS2CancerGeneNeighborhood 3.91E-10 1.14E-08 0.108696 5 46

C na

GNF2_CKS1BancerGeneNeighborhood 4.63E-11 3.16E-09 0.222222 8 36

ChemicalGeneticPerturbations

Genes 9.94E-07 multiple 0.130435 3 23

CROONQUIST_IL6_RAS_DN dowmregulated in1.15E-05 myeloma cells exposed to the pro-proliferative cytokine IL-6 versus

GNF2_CDC20 na

CancerGeneNeighborhood 4.33E-11 3.80E-09 0.137255 7 51

GNF2_CCNB2 na

CancerGeneNeighborhood 3.87E-11 3.96E-09 0.134615 7 52

na

GNF2_RFC3CancerGeneNeighborhood 1.78E-10 6.06E-09 0.128205 5 39

C na

GNF2_ESPL1 ancerGeneNeighborhood 4.54E-11 3.49E-09 0.171429 6 35

GNF2_H2AFX na

CancerGeneNeighborhood 1.83E-06 2.01E-05 0.107143 3 28

ChemicalGeneticPerturbations

Sixty-nine genes commonly upregulated in undifferentiated cancer relative to well-differentiated canc

CANCER_UNDIFFERENTIATED_META_UP 3.54E-11 4.35E-09 0.106061 7 66

ChemicalGeneticPerturbations

4.82E-05 timepoints (4-8 hrs) 2 12

P21_P53_EARLY_DN Down-regulated at early 3.74E-04 0.166667 following ectopic expression of p21 (CDKN1A) in OvCa ce

GOCellularComponent 0.007933 0.033364 GO:0030530. Particulate complex of heterogeneous nuclear RNA (hn

Genes annotated by the GO term 0.111111

HETEROGENEOUS_NUCLEAR_RIBONUCLEOPROTEIN_COMPLEX 1 9

C na

GNF2_RRM2ancerGeneNeighborhood 1.68E-10 6.46E-09 0.135135 5 37

GNF2_MKI67 na

CancerGeneNeighborhood 6.07E-09 1.24E-07 0.153846 4 26

GNF2_CENPF na

CancerGeneNeighborhood 8.73E-11 3.83E-09 0.127273 7 55

GNF2_CENPE na

CancerGeneNeighborhood 1.68E-10 6.46E-09 0.135135 5 37

C na

module_283 ancerModules 0.006176 0.026703 0.142857 1 7

ChemicalGeneticPerturbationsDAC treatment in LD419 fibroblast cells

DAC_FIBRO_DN 3.29E-05 2.62E-04

Downregulated by 0.2 2 10

ChemicalGeneticPerturbationsH2O2, Menadione and t-BH in breast cancer cells

OXSTRESS_BREASTCA_DN 2.63E-05 2.13E-04 0.222222

Downregulated by 2 9

GNF2_CCNA2 na

CancerGeneNeighborhood 5.58E-11 2.86E-09 0.112903 7 62

GNF2_HMMR na

CancerGeneNeighborhood 3.27E-10 1.00E-08 0.113636 5 44

ChemicalGeneticPerturbations

50 top ranked SAM-defined over-expressed genes in each subgroup

ZHAN_MM_CD138_PR_VS_REST 2.96E-08 5.35E-07 0.105263 4 38

C na

module_467 ancerModules 0.006176 0.026703 0.142857 1 7

ChemicalGeneticPerturbations late timepoints (20-24 hrs) following1ectopic expression of p21 (CDKN1A) in OvCa c

P21_P53_LATE_DN 0.007933 0.033364 0.111111

Down-regulated at 9

ChemicalGeneticPerturbations

MIDDLEAGE_DN 2.05E-07 3.00E-06 0.214286 3 14

Downregulated in fibroblasts from middle-age individuals, compared to young

CancerGeneNeighborhood

GNF2_SMC2L1 na 1.11E-08 2.13E-07 0.133333 4 30

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

microRNATargets

CTACTAG,MIR-325 na 6.70E-05 0.037162 0.133333 2 15

CanonicalPathway 1.09E-04 0.030202 0.105263 2 19

P53HYPOXIAPATHWAYHypoxia induces p53 accumulation and consequent apoptosis with p53-mediated cell cycle arrest, whi

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

na

module_0 CancerModules 0.004139 0.039323 0.2 1 5

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

ChemicalGeneticPerturbations genes of murine transcription factor Hoxc8.

LEI_HOXC8_DN 5.81E-05

Downregulated target 0.02839 0.133333 2 15

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

CanonicalPathway

NDKDYNAMINPATHWAY 6.63E-05 Phosphins Dynamin

Endocytotic role of NDK,0.018106 and0.125 2 16

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

ChemicalGeneticPerturbations pediatric acute myeloid leukemia (AML) subtype inv(16)[CBF-beta-MYH11].

ROSS_CBF_MYH 8.25E-07

Genes that distinguish 1.35E-04 0.117647 6 51

ChemicalGeneticPerturbations

Effect of 8.96E-04 0.02547 0.1 3

TAKEDA_NUP8_HOXA9_3D_DN NUP98-HOXA9 on gene transcription at 3 d after transduction Down 30

KEGG

HSA05060_PRION_DISEASEna 5.28E-05 0.003629 0.25 3 12

KEGG na

HSA04512_ECM_RECEPTOR_INTERACTION 3.72E-09 1.32E-06 0.104651 9 86

C na

module_540 ancerModules 0.001744 0.036788 0.2 2 10

microRNATargets

GGATCCG,MIR-127 na 0.001094 0.029887 0.25 2 8

PMLPATHWAY Ring-shaped 0.002985 0.046768 0.153846

CanonicalPathway 2 13

PML nuclear bodies regulate transcription and are required co-activators in p53- and DAX

ChemicalGeneticPerturbations

0.001744 0.036788

CIS_RESIST_LUNG_UP Transient up-regulation is associated with 0.2 2 10

transient cisplatin resistance in a human squamous cell lung

C na

module_513 ancerModules 1.06E-07 2.52E-05 0.5 4 8

MKK6EE_UP Upregulated 0.001744 0.036788

by expression of constitutively active MKK6

ChemicalGeneticPerturbations 0.2 2 10

CanonicalPathway C (ascorbic acid), in addition to its role in collagen modification, serves as an antioxidant and i

VITCBPATHWAY Vitamin 0.002122 0.038003 0.181818 2 11

ChemicalGeneticPerturbations p53 status 4 hours after DNA-damaging treatments (more strongly up-regulated

STRESS_P53_SPECIFIC_UP 0.002985

Genes discriminating 0.046768 0.153846 2 13

Genes annotated by the GO term 0.130435

COLLAGEN GOCellularComponent 4.04E-04 0.016239 GO:0005581. Any of the various23 3 assemblies in which collagen chains

na

GNF2_PTX3CancerGeneNeighborhood 2.48E-09 1.32E-06 0.194444 7 36

ChemicalGeneticPerturbations

2.38E-04 0.011813 0.5 2

CHEOK_HDMTX_UP Genes upregulated by high-dose methotrexate (HDMTX) treatment4(P < 0.01; LDA disntinction calculat

ChemicalGeneticPerturbations primary human adipocytes, versus preadipocytes

ADIP_HUMAN_DN 5.20E-04 0.018155

Down-regulated in 0.12 3 25

GOBiologicalProcess

Genes annotated by the GO term GO:0043062.

8.96E-04 0.02547 3 30

EXTRACELLULAR_STRUCTURE_ORGANIZATION_AND_BIOGENESIS0.1 A process that is carried out at the cellular level which

GNF2_CDH11 na

CancerGeneNeighborhood 1.67E-10 1.78E-07 0.28 7 25

GOMolecularFunction 6.55E-04 0.020521 0.111111

Genes annotated by the GO term 3 27

EXTRACELLULAR_MATRIX_STRUCTURAL_CONSTITUENT GO:0005201. The action of a molecule that contributes to the struct

ACE2PATHWAY Angiotensin-converting enzyme 2 (ACE2) digests the blood-pressure regulator angiotensin II (AGT) ulti

CanonicalPathway 0.002536 0.042222 0.166667 2 12

GOBiologicalProcess

Genes annotated by the 0.029887 GO:0050679.

0.001094 GO term 2 8

POSITIVE_REGULATION_OF_EPITHELIAL_CELL_PROLIFERATION 0.25 Any process that activates or increases the rate or exte

GOMolecularFunction 0.002122 0.038003 GO:0032934. Interacting selectively with a sterol, any steroid contai

STEROL_BINDING Genes annotated by the GO term 0.181818 2 11

ChemicalGeneticPerturbations

Up-regulated 2.64E-04 following

at 4 0.15 3 20

BLEO_HUMAN_LYMPH_HIGH_4HRS_UP hours 0.011953 treatment of human lymphocytes (TK6) with a high dose of bleomyc

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

ChemicalGeneticPerturbations

Oligodendroglia/myelination

4.22E-10 1.16E-07 0.25 4 16

ASTON_OLIGODENDROGLIA_MYELINATION_SUBSETrelated genes which are downregulated in major depressive disorder (p <

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

GOBiologicalProcess

Genes annotated by the 8.58E-04 0.107143 3 28

RESPONSE_TO_NUTRIENT_LEVELS 1.19E-06 GO term GO:0031667. A change in state or activity of a cell or an organism (in

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

C na

module_388 ancerModules 7.51E-05 0.042149 0.117647 2 17

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

GenMAPP na

COMPLEMENT_ACTIVATION_CLASSICAL 3.65E-05 4.90E-04 0.142857 2 14

KEGG na

HSA05010_ALZHEIMERS_DISEASE 7.24E-07 1.71E-05 0.107143 3 28

ChemicalGeneticPerturbations

Top 2.65E-05 3.81E-04 0.166667 2 12

SARCOMAS_SYNOVIAL_DN 20 negative significant genes associated with synovial sarcomas, versus other soft-tissue tumors.

CanonicalPathway classic and alternative immune complement pathways promote inflammation, foreign cell lys

COMPPATHWAY Both the 4.21E-05 5.47E-04 0.133333 2 15

CanonicalPathway

B 0.005955 interact 0.111111 1 9

LYMPHOCYTEPATHWAY and T cell lymphocytes0.031091with other cells via transmembrane adhesion proteins such as CD44,

CanonicalPathway

CLASSICPATHWAY 2.65E-05 3.81E-04 0.166667 2 12

The classic complement pathway is initiated by antibodies and promotes phagocytosis and lysis of fore

CanonicalPathway

B 0.006615 0.034093 0.1 1 10

BLYMPHOCYTEPATHWAYcells express the major histocompatibility complex (class II MHC), immunoglobulins, adhesion protei

CanonicalPathway 0.005295 0.028382 0.125 1 8

NEUTROPHILPATHWAYNeutrophils are phagocytotic leukocytes that destroy foreign cells with reactive oxygen species or enz

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

C na

module_215 ancerModules 2.88E-05 0.0042 0.133333 2 15

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

CanonicalPathway a benzodiazepine receptor antagonist that3may induce protective preconditioning in isch

FLUMAZENILPATHWAYFlumazenil is 1.15E-05 0.004713 0.333333 9

CanonicalPathway

GABAPATHWAY 2.98E-05 0.008136 0.25 3 12

Gamma-aminobutyric acid (GABA) is an inhibitory neurotransmitter whose receptor is regulated by Pli

C na

module_214 ancerModules 3.74E-04 0.026652 0.111111 3 27

chr5q34 Positional na 2.62E-04 0.022581 0.125 3 24

C na

module_141 ancerModules 1.24E-06 6.75E-04 0.25 4 16

GNF2_MKI67 na

CancerGeneNeighborhood 3.34E-04 0.024862 0.115385 3 26

C na

module_215 ancerModules 9.32E-07 7.63E-04 0.266667 4 15

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

C na

module_381 ancerModules 3.13E-05 0.012032 0.166667 2 12

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

ChemicalGeneticPerturbations

Coregulated 0.00645 0.028431 0.111111 1 9

BYSTRYKH_FLI1_TARGETS_GLOCUS and trans-regulated putative downstream targets of the cis-regulated HSC transcript, Fli1

na

module_21CancerModules 0.007164 0.02804 0.1 1 10

ChemicalGeneticPerturbations upregulated by E2F1 induction 2

E2F1_DNA_UP 2.61E-05

DNA replication genes 3.83E-04 0.181818 11

ChemicalGeneticPerturbationsDAC treatment in LD419 fibroblast cells

DAC_FIBRO_DN 0.007164 0.02804

Downregulated by 0.1 1 10

na

GNF2_FEN1CancerGeneNeighborhood 1.94E-10 8.82E-08 0.1 5 50

ChemicalGeneticPerturbations late timepoints (20-24 hrs) following1ectopic expression of p21 (CDKN1A) in OvCa c

P21_P53_LATE_DN 0.00645 0.028431 0.111111

Down-regulated at 9

ChemicalGeneticPerturbations

Genes involved with

3.47E-08 2.25E-06 0.3 3 10

FERRANDO_CHEMO_RESPONSE_PATHWAY chemotherapy response and drug targets which are upregulated in samples posit

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

GOMolecularFunction 0.006615 0.019161 GO:0048487. Interacting selectively with the microtubule constituen

BETA_TUBULIN_BINDING Genes annotated by the GO term 0.1 1 10

CanonicalPathway

CDC25PATHWAY 0.005955 0.017739 0.111111 1 9

The protein phosphatase Cdc25 is phosphorylated by Chk1 and activates Cdc2 to stimulate eukaryotic

chr16p Positional na 0.002651 0.009052 0.25 1 4

ChemicalGeneticPerturbationsH2O2, Menadione and t-BH in breast cancer cells

OXSTRESS_BREASTCA_DN 0.005955 0.017739 0.111111

Downregulated by 1 9

CanonicalPathway

PTC1PATHWAY 1.81E-05 1.43E-04 0.2 2 10

The binding of extracellular signaling protein Sonic hedgehog to the Patched receptor (Ptc1) allows pro

ChemicalGeneticPerturbations

50 top ranked SAM-defined over-expressed genes in each subgroup

ZHAN_MM_CD138_PR_VS_REST 8.10E-09 3.78E-07 0.105263 4 38

ChemicalGeneticPerturbations cancer cell lines reistant to doxorubicin, compared to parent chemosensitive lin

DOX_RESIST_GASTRIC_UP 7.23E-11

Upregulated in gastric 1.01E-08 0.125 5 40

CanonicalPathway

SRCRPTPPATHWAY Src by Protein-tyrosine 0.2

Activation of 1.81E-05 1.43E-04 phosphatase alpha2 10

CanonicalPathwayactivates the cdc2/cyclin B complex to induce the G2/M transition.

SA_G2_AND_M_PHASES Cdc25 0.005295 0.017375 0.125 1 8

ChemicalGeneticPerturbations

4.49E-09 2.70E-07 0.121212 4 33

GREENBAUM_E2A_UP Table includes transcripts up-regulated 3-fold or greater in the E2A-deficient cell lines

GNF2_H2AFX na

CancerGeneNeighborhood 7.24E-07 1.17E-05 0.107143 3 28

ChemicalGeneticPerturbations

4.89E-08 timepoints hrs) 3 12

P21_P53_EARLY_DN Down-regulated at early 1.28E-06 (4-8 0.25 following ectopic expression of p21 (CDKN1A) in OvCa ce

C na

GNF2_RRM2ancerGeneNeighborhood 7.27E-09 3.82E-07 0.108108 4 37

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

chryq11 Positional na 1.43E-07 1.66E-05 0.1 3 30

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set

Annotation DescriptionOriginal PValue

Gene Set Name Category EnrichmentFlagged Genes In Genes in Set

Adjusted PValue Ratio Total Set


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