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DREAM Module Identification Challenge – Consensus modules

PPI-STRING_Consensus_mod371

Assigned name NA
Network PPI-STRING
Module ID PPI-STRING_Consensus_mod371
Module size 47 genes

Module genes

This module comprises the following genes:

Gene ID Gene Symbol Gene Name
10863

ADAM23 ADAM metallopeptidase domain 28
10551

AGR2 anterior gradient 2, protein disulphide isomerase family member
57463

AMIGO1 adhesion molecule with Ig like domain 1
347902

AMIGO2 adhesion molecule with Ig like domain 2
386724

AMIGO3 adhesion molecule with Ig like domain 3
339201

ASB16-AS1 ASB16 antisense RNA 1
8938

BAIAP3 BAI1 associated protein 3
8419

BFSP2 beaded filament structural protein 2
819

CAMLG calcium modulating ligand
912

CD1D CD1d molecule
976

CD97 adhesion G protein-coupled receptor E5
84518

CNFN cornifelin
8292

COLQ collagen like tail subunit of asymmetric acetylcholinesterase
102724652

CRYAA crystallin alpha A2
1411

CRYBA1 crystallin beta A1
1412

CRYBA2 crystallin beta A2
1417

CRYBB3 crystallin beta B3
1420

CRYGC crystallin gamma C
1485

CTAG1B cancer/testis antigen 1B
1509

CTSD cathepsin D
30817

EMR2 adhesion G protein-coupled receptor E2
54845

ESRP1 epithelial splicing regulatory protein 1
80004

ESRP2 epithelial splicing regulatory protein 2
2125

EVPL envoplakin
2350

FOLR2 folate receptor beta
27190

IL17B interleukin 17B
79070

KDELC1 KDEL motif containing 1
387264

KRTAP5-1 keratin associated protein 5-1
10314

LANCL1 LanC like 1
10609

LEPREL4 prolyl 3-hydroxylase family member 4 (non-enzymatic)
4014

LOR loricrin
26020

LRP10 LDL receptor related protein 10
4241

MFI2 melanotransferrin
23154

NCDN neurochondrin
9796

PHYHIP phytanoyl-CoA 2-hydroxylase interacting protein
5304

PIP prolactin induced protein
51535

PPHLN1 periphilin 1
79170

PRR15L proline rich 15 like
5660

PSAP prosaposin
9783

RIMS3 regulating synaptic membrane exocytosis 3
138065

RNF183 ring finger protein 183
8796

SCEL sciellin
6440

SFTPC surfactant protein C
9368

SLC9A3R1 SLC9A3 regulator 1
6699

SPRR1B small proline rich protein 1B
6707

SPRR3 small proline rich protein 3
326340

ZAR1 zygote arrest 1

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
1.57e-01 3.46e-12 GO structural constituent of eye lens

molecular_function
1.19e-01 4.30e-03 Reactome Defective pro-SFTPC causes pulmonary surfactant metabolism dysfunction 2 (SMDP2) and respiratory distress syndrome (RDS)

Disease
2.39e-02 4.92e-09 GO cornified envelope

cellular_component
1.19e-03 2.94e-04 GO negative regulation of phosphatidylinositol 3-kinase signaling

biological_process

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
1.49e-11 9.76e-09 structural constituent of eye lens

3.38e-09 2.34e-06 epithelial cell differentiation

3.65e-09 1.53e-06 cornified envelope

3.32e-08 2.01e-05 epidermal cell differentiation

2.24e-07 1.19e-04 epidermis development

3.33e-07 1.73e-04 keratinocyte differentiation

9.28e-07 2.96e-04 structural molecule activity

1.56e-06 7.16e-04 skin development

2.92e-06 1.27e-03 keratinization

3.43e-06 1.47e-03 peptide cross-linking

5.79e-06 2.36e-03 regulation of synapse assembly

3.72e-05 1.24e-02 regulation of synapse organization

3.89e-05 1.29e-02 regulation of synapse structure or activity

8.41e-05 2.52e-02 negative regulation of phosphatidylinositol 3-kinase signaling

1.10e-04 3.17e-02 visual perception

1.12e-04 3.22e-02 sensory perception of light stimulus

1.21e-04 3.44e-02 positive regulation of synapse assembly

1.31e-04 3.67e-02 heterophilic cell-cell adhesion via plasma membrane cell adhesion molecules

2.88e-04 5.20e-02 aspartic-type endopeptidase activity

3.05e-04 7.46e-02 lens development in camera-type eye


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

2FDR corrected p-value (Benjamini-Hochberg)

Reactome

P-value1 FDR2 Term
1.46e-03 1.63e-01 CLASS B 2 SECRETIN FAMILY RECEPTORS
1.10e-02 7.90e-01 CLASS B 2 SECRETIN FAMILY RECEPTORS
1.28e-02 8.97e-01 RESPONSE TO ELEVATED PLATELET CYTOSOLIC CA2
2.33e-02 1.00e+00 GLYCOSPHINGOLIPID METABOLISM
2.53e-02 1.00e+00 SPHINGOLIPID METABOLISM
3.53e-02 1.00e+00 GLYCOSPHINGOLIPID METABOLISM
3.85e-02 1.00e+00 PLATELET ACTIVATION SIGNALING AND AGGREGATION
4.42e-02 1.00e+00 GPCR LIGAND BINDING
4.71e-02 1.00e+00 RESPONSE TO ELEVATED PLATELET CYTOSOLIC CA2

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

2FDR corrected p-value (Benjamini-Hochberg)

Mouse mutant phenotypes

P-value1 FDR2 Term
6.20e-05 1.64e-01 small lens

9.66e-05 2.21e-01 abnormal lens fiber morphology

1.46e-04 2.92e-01 abnormal intestinal mucosa morphology

3.44e-04 4.86e-01 abnormal antigen presentation

5.99e-04 6.74e-01 total cataracts

6.76e-04 7.22e-01 nuclear cataracts

1.06e-03 9.29e-01 tonic seizures

1.93e-03 1.00e+00 colitis

2.65e-03 1.00e+00 cataract

3.05e-03 1.00e+00 microphthalmia

3.43e-03 1.00e+00 abnormal intestinal goblet cell morphology

3.61e-03 1.00e+00 kidney inflammation

5.16e-03 1.00e+00 abnormal liver morphology

5.61e-03 1.00e+00 subcapsular cataracts

5.62e-03 1.00e+00 increased spinal cord size

5.63e-03 1.00e+00 abnormal interleukin-4 secretion

5.64e-03 1.00e+00 straub tail

6.32e-03 1.00e+00 increased cell proliferation

7.30e-03 1.00e+00 ataxia

7.49e-03 1.00e+00 abnormal NK T cell morphology


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

2FDR corrected p-value (Benjamini-Hochberg)


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