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DREAM Module Identification Challenge – Consensus modules

PPI-STRING_Consensus_mod282

Assigned name NA
Network PPI-STRING
Module ID PPI-STRING_Consensus_mod282
Module size 50 genes

Module genes

This module comprises the following genes:

Gene ID Gene Symbol Gene Name
26090

ABHD12 abhydrolase domain containing 12
11215

AKAP11 A-kinase anchoring protein 11
9495

AKAP5 A-kinase anchoring protein 5
8996

ARC nucleolar protein 3
55971

BAIAP2L1 BAI1 associated protein 2 like 1
40

BNC1 acid sensing ion channel subunit 2
79098

C1orf116 chromosome 1 open reading frame 116
57685

CACHD1 cache domain containing 1
55799

CACNA2D3 calcium voltage-gated channel auxiliary subunit alpha2delta 3
816

CAMK2B calcium/calmodulin dependent protein kinase II beta
817

CAMK2D calcium/calmodulin dependent protein kinase II delta
94032

CAMK2N2 calcium/calmodulin dependent protein kinase II inhibitor 2
140706

CCM2L CCM2 like scaffold protein
9419

CRIPT CXXC repeat containing interactor of PDZ3 domain
10522

DEAF1 DEAF1 transcription factor
1739

DLG1 discs large MAGUK scaffold protein 1
4355

DLG2 membrane palmitoylated protein 2
4356

DLG3 membrane palmitoylated protein 3
3996

DLG4 LLGL1, scribble cell polarity complex component
9229

DLGAP1 DLG associated protein 1
58512

DLGAP3 DLG associated protein 3
2009

EML1 echinoderm microtubule associated protein like 1
2036

EPB41L1 erythrocyte membrane protein band 4.1 like 1
2059

EPS8 epidermal growth factor receptor pathway substrate 8
221061

FAM171A1 family with sequence similarity 171 member A1
284069

FAM171A2 family with sequence similarity 171 member A2
286151

FBXO43 F-box protein 43
10691

GMEB1 glucocorticoid modulatory element binding protein 1
26205

GMEB2 glucocorticoid modulatory element binding protein 2
221395

GPR116 adhesion G protein-coupled receptor F5
56850

GRIPAP1 GRIP1 associated protein 1
9456

HOMER1 homer scaffold protein 1
3779

KCNMB1 potassium calcium-activated channel subfamily M regulatory beta subunit 1
27094

KCNMB2 potassium calcium-activated channel subfamily M regulatory beta subunit 3
27345

KCNMB4 potassium calcium-activated channel subfamily M regulatory beta subunit 4
23506

KIAA0240 BRD4 interacting chromatin remodeling complex associated protein like
337974

KRTAP19-7 keratin associated protein 19-7
80059

LRRTM4 leucine rich repeat transmembrane neuronal 4
63974

NEUROD6 neuronal differentiation 6
9463

PICK1 protein interacting with PRKCA 1
55012

PPP2R3C protein phosphatase 2 regulatory subunit B''gamma
2185

PTK2B protein tyrosine kinase 2 beta
10235

RASGRP2 RAS guanyl releasing protein 2
11341

SCRG1 stimulator of chondrogenesis 1
6386

SDCBP syndecan binding protein
50944

SHANK1 SH3 and multiple ankyrin repeat domains 1
6531

SLC6A3 solute carrier family 6 member 3
6546

SLC8A1 solute carrier family 8 member A1
8831

SYNGAP1 synaptic Ras GTPase activating protein 1
10206

TRIM13 tripartite motif containing 13

Functional annotation

Modules were tested for enrichment in functional and pathway annotations using two complementary approaches:
1. To select a small number of specific / non-redundant annotations for each module, a regression-based approach was used;
2. To obtain the complete set of enriched annotations, an extension of Fisher’s exact test that takes annotation bias into account was employed (Wallenius’ non-central hypergeometric distribution).

Most specific annotations for this module

Coeff.1P-value.2Source.3Term.4Class.5
1.31e-01 1.30e-06 Reactome Ca2+ activated K+ channels

Neuronal System
9.34e-02 1.72e-10 GO ionotropic glutamate receptor complex

cellular_component
8.81e-02 7.78e-09 GO GDP metabolic process

biological_process
7.83e-02 5.45e-07 Reactome NrCAM interactions

Developmental Biology
5.69e-02 1.63e-14 Reactome Neurexins and neuroligins

Neuronal System
5.37e-02 8.55e-13 Reactome Glutamate binding, activation of AMPA receptors and synaptic plasticity

Neuronal System
5.22e-02 8.55e-13 Reactome Trafficking of AMPA receptors

Neuronal System
4.76e-02 4.39e-11 GO receptor clustering

biological_process
3.75e-02 2.28e-04 GO actin crosslink formation

biological_process
3.68e-02 4.41e-06 GO detection of calcium ion

biological_process
4.74e-03 4.16e-04 GO relaxation of cardiac muscle

biological_process
4.04e-03 1.85e-06 GO dendritic shaft

cellular_component
1.23e-03 2.68e-05 GO calmodulin-dependent protein kinase activity

molecular_function

1Regression coefficient

2Fisher’s exact test nominal P-value

3Annotation source (Reactome, GO biological process (BP), molecular function (MF) and cellular component (CC))

4GO category or Reactome pathway

5High-level branch of annotation tree

Gene membership

All enriched annotations

Gene Ontology

P-value1 FDR2 Term
4.67e-10 2.19e-07 postsynaptic density

6.57e-10 3.02e-07 asymmetric synapse

2.14e-09 9.25e-07 postsynapse

4.69e-09 1.94e-06 ionotropic glutamate receptor complex

1.53e-08 9.73e-06 chemical synaptic transmission

3.19e-08 1.18e-05 postsynaptic membrane

4.95e-08 2.93e-05 receptor clustering

5.17e-08 1.87e-05 cation channel complex

7.05e-08 2.47e-05 ion channel complex

1.08e-07 4.13e-05 guanylate kinase activity

1.31e-07 4.37e-05 synapse

1.55e-07 8.47e-05 receptor localization to synapse

1.68e-07 6.20e-05 ionotropic glutamate receptor binding

2.07e-07 6.70e-05 transmembrane transporter complex

2.30e-07 1.22e-04 GDP metabolic process

3.73e-07 1.92e-04 localization within membrane

6.85e-07 2.06e-04 synaptic membrane

7.75e-07 3.76e-04 response to calcium ion

8.40e-07 2.71e-04 glutamate receptor binding

1.05e-06 4.97e-04 regulation of cation channel activity


11Nominal enrichment p-value (Wallenius’ noncentral hypergeometric distribution)

2FDR corrected p-value (Benjamini-Hochberg)

Reactome

P-value1 FDR2 Term
0.00e+00 0.00e+00 NEURONAL SYSTEM
4.18e-11 1.18e-08 NEURONAL SYSTEM
1.25e-09 3.01e-07 TRAFFICKING OF AMPA RECEPTORS
1.48e-09 4.79e-07 TRAFFICKING OF AMPA RECEPTORS
6.34e-08 1.68e-05 TRANSMISSION ACROSS CHEMICAL SYNAPSES
1.81e-07 3.43e-05 TRANSMISSION ACROSS CHEMICAL SYNAPSES
2.61e-06 5.47e-04 NEUROTRANSMITTER RECEPTOR BINDING AND DOWNSTREAM TRANSMISSION IN THE POSTSYNAPTIC CELL
4.74e-06 7.48e-04 NEUROTRANSMITTER RECEPTOR BINDING AND DOWNSTREAM TRANSMISSION IN THE POSTSYNAPTIC CELL
6.74e-05 8.84e-03 CGMP EFFECTS
1.18e-04 1.48e-02 NITRIC OXIDE STIMULATES GUANYLATE CYCLASE
1.81e-04 2.63e-02 CGMP EFFECTS
2.58e-04 2.99e-02 PLATELET HOMEOSTASIS
4.79e-04 6.19e-02 NITRIC OXIDE STIMULATES GUANYLATE CYCLASE
6.08e-04 7.64e-02 PLATELET HOMEOSTASIS
1.37e-03 1.54e-01 UNBLOCKING OF NMDA RECEPTOR GLUTAMATE BINDING AND ACTIVATION
1.60e-03 1.77e-01 POTASSIUM CHANNELS
1.63e-03 1.79e-01 CREB PHOSPHORYLATION THROUGH THE ACTIVATION OF CAMKII
1.98e-03 1.85e-01 CREB PHOSPHORYLATION THROUGH THE ACTIVATION OF CAMKII
2.02e-03 2.15e-01 RAS ACTIVATION UOPN CA2 INFUX THROUGH NMDA RECEPTOR
2.35e-03 2.45e-01 IONOTROPIC ACTIVITY OF KAINATE RECEPTORS

11Nominal enrichment p-value (Wallenius’ noncentral hypergeometric distribution)

2FDR corrected p-value (Benjamini-Hochberg)

Mouse mutant phenotypes

P-value1 FDR2 Term
6.41e-06 3.41e-02 abnormal spatial learning

6.47e-06 3.43e-02 abnormal AMPA-mediated synaptic currents

1.86e-05 7.20e-02 abnormal excitatory postsynaptic potential

3.56e-05 1.14e-01 abnormal CNS synaptic transmission

6.27e-05 1.65e-01 abnormal synaptic plasticity

7.20e-05 1.81e-01 enhanced long term potentiation

1.93e-04 3.41e-01 enhanced NMDA-mediated synaptic currents

2.08e-04 3.57e-01 abnormal miniature excitatory postsynaptic currents

3.19e-04 4.68e-01 abnormal hippocampus pyramidal cell morphology

5.53e-04 6.45e-01 abnormal nociception after inflammation

8.00e-04 7.91e-01 impaired smooth muscle contractility

8.72e-04 8.34e-01 decreased anxiety-related response

9.51e-04 8.78e-01 reduced long term potentiation

1.15e-03 9.76e-01 abnormal spatial working memory

1.18e-03 9.89e-01 abnormal discrimination learning

1.55e-03 1.00e+00 decreased neurotransmitter release

1.59e-03 1.00e+00 impaired coordination

2.22e-03 1.00e+00 abnormal action potential

2.55e-03 1.00e+00 abnormal maternal nurturing

2.81e-03 1.00e+00 enhanced behavioral response to cocaine


11Nominal enrichment p-value (Wallenius’ noncentral hypergeometric distribution)

2FDR corrected p-value (Benjamini-Hochberg)


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