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Module #676, TG: 2.8, TC: 1.4, 102 probes, 102 Entrez genes, 16 conditions
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The image plot shows the color-coded level of gene expression, for the
genes and conditions in a given transcription module. The genes are on
the horizontal, the conditions on the vertical axis.
The genes are ordered according to their ISA gene scores, similarly
the conditions are ordered according to their condition scores. The
score of a gene means the «degree of inclusion» in
the module: a high score gene is essential in the module.
Condition scores can also be negative, that means that the genes of
the module are all down-regulated in the condition. Here the absolute
value of the score gives the «degree of inclusion».
The plots above and beside the expression matrix show the gene scores
and condition scores, respectively.
Note that the plot is interactive, you can see the name of the gene
and condition under the mouse cursor.
The expression matrix was normalized to have mean zero and standard
deviation one for every gene separately across all conditions
(i.e. not just for the conditions in the module).
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Under-expression is coded with green,
over-expression with red color.
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The GO tree — Biological processes
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This is one of three sections showing Gene Ontology enrichment of the
current module: in this case for biological processes.
The graph shows the hierarchy of the GO categories, their enrichment
for the current module is color coded, and the blue number beside the
category is the minus log ten p-value of the enrichment. (Calculated
using the standard hypergeometric test.) The color of the arrows code
«is a» (cyan) and «part of» relationships.
The tree was built the following way. First all GO terms with more
significant enrichment p-value than 0.05 were collected. Then all
paths from these terms to the root node of the GO tree were included
too. If a GO term is included more than once in the tree, then the
green numbers show 1) the id of the node, this makes it easier to find
other appereances of the term, and 2) the number of appearences.
Note that the same GO category might show up on the graph many
times. This is because the GO was «straightened» for this
graph, i.e. if there are more paths from a GO term to the root node of
the tree, all of them are included. The green numbers
Move the mouse cursor over the terms to get their definition. Clicking
on them takes you to the corresponding Gene Ontology web page.
If you cannot see a graph here at all, that means that there were no
significantly enriched GO categories, at the 0.05 level.
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The GO tree — Cellular Components
HELP
This is one of three sections showing Gene Ontology enrichment of the
current module: in this case for cellular components.
The graph shows the hierarchy of the GO categories, their enrichment
for the current module is color coded, and the blue number beside the
category is the minus log ten p-value of the enrichment. (Calculated
using the standard hypergeometric test.) The color of the arrows code
«is a» (cyan) and «part of» relationships.
The tree was built the following way. First all GO terms with more
significant enrichment p-value than 0.05 were collected. Then all
paths from these terms to the root node of the GO tree were included
too. If a GO term is included more than once in the tree, then the
green numbers show 1) the id of the node, this makes it easier to find
other appereances of the term, and 2) the number of appearences.
Note that the same GO category might show up on the graph many
times. This is because the GO was «straightened» for this
graph, i.e. if there are more paths from a GO term to the root node of
the tree, all of them are included. The green numbers
Move the mouse cursor over the terms to get their definition. Clicking
on them takes you to the corresponding Gene Ontology web page.
If you cannot see a graph here at all, that means that there were no
significantly enriched GO categories, at the 0.05 level.
— Click on the Help button again to close this help window.
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The GO tree — Molecular Function
HELP
This is one of three sections showing Gene Ontology enrichment of the
current module: in this case for molecular function.
The graph shows the hierarchy of the GO categories, their enrichment
for the current module is color coded, and the blue number beside the
category is the minus log ten p-value of the enrichment. (Calculated
using the standard hypergeometric test.) The color of the arrows code
«is a» (cyan) and «part of» relationships.
The tree was built the following way. First all GO terms with more
significant enrichment p-value than 0.05 were collected. Then all
paths from these terms to the root node of the GO tree were included
too. If a GO term is included more than once in the tree, then the
green numbers show 1) the id of the node, this makes it easier to find
other appereances of the term, and 2) the number of appearences.
Note that the same GO category might show up on the graph many
times. This is because the GO was «straightened» for this
graph, i.e. if there are more paths from a GO term to the root node of
the tree, all of them are included. The green numbers
Move the mouse cursor over the terms to get their definition. Clicking
on them takes you to the corresponding Gene Ontology web page.
If you cannot see a graph here at all, that means that there were no
significantly enriched GO categories, at the 0.05 level.
— Click on the Help button again to close this help window.
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GO BP test for over-representation
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List of all enriched GO categories (biological processes), at the 0.05
p-value level.
The columns:
- ExpCount is the expected count of genes in the
module annotated with the given GO term, just by chance.
- Count
is the number of genes in the module annotated with the given GO
term.
- Size is the total number of genes (in our universe)
annotated with the GO term.
Clicking on Count shows the genes that drive the
enrichment. You can also click on the individual numbers in
the Count column, to show the driving genes for that individual
GO category.
Clicking on the GO identifiers takes you to the Gene Ontology web
pages.
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GO CC test for over-representation
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List of all enriched GO categories (cellular components), at the 0.05
p-value level.
The columns:
- ExpCount is the expected count of genes in the
module annotated with the given GO term, just by chance.
- Count
is the number of genes in the module annotated with the given GO
term.
- Size is the total number of genes (in our universe)
annotated with the GO term.
Clicking on Count shows the genes that drive the
enrichment. You can also click on the individual numbers in
the Count column, to show the driving genes for that individual
GO category.
Clicking on the GO identifiers takes you to the Gene Ontology web
pages.
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| Id | Pvalue | ExpCount | Count | Size | Term |
| GO:0012505 | 1.619e-02 | 7.819 | 18
ARFGEF2, ATP2C1, BNIP2, CSGALNACT2, EIF2AK3, GCC2, GMCL1, LPGAT1, MATR3, MYO6, PJA2, SEC24B, SERINC1, SLC33A1, SLC35A3, SYPL1, TMED7, ZDHHC17 | 756 | endomembrane system |
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GO MF test for over-representation
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List of all enriched GO categories (molecular function), at the 0.05
p-value level.
The columns:
- ExpCount is the expected count of genes in the
module annotated with the given GO term, just by chance.
- Count
is the number of genes in the module annotated with the given GO
term.
- Size is the total number of genes (in our universe)
annotated with the GO term.
Clicking on Count shows the genes that drive the
enrichment. You can also click on the individual numbers in
the Count column, to show the driving genes for that individual
GO category.
Clicking on the GO identifiers takes you to the Gene Ontology web
pages.
— Click on the Help button again to close this help window.
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KEGG Pathway test for over-representation
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List of all enriched KEGG pathways, at the 0.05
p-value level.
The columns:
- ExpCount is the expected count of genes in the
module annotated with the given KEGG pathway, just by chance.
- Count
is the number of genes in the module annotated with the given KEGG
pathway.
- Size is the total number of genes (in our universe)
annotated with the KEGG pathway.
Clicking on Count shows the genes that drive the
enrichment. You can also click on the individual numbers in
the Count column, to show the driving genes for that individual
KEGG pathway.
Clicking on the KEGG identifiers takes you to the KEGG web site.
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miRNA test for over-representation
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List of all enriched miRNA families, at the 0.05
p-value level.
The columns:
- ExpCount is the expected count of genes in the
module regulated by the given miRNA family, just by chance.
- Count
is the number of genes in the module regulated by the given miRNA
family.
- Size is the total number of genes (in our universe)
regulated with the given miRNA family.
Clicking on Count shows the genes that drive the
enrichment. You can also click on the individual numbers in
the Count column, to show the driving genes for that individual
miRNA family.
The miRNA regulation data was taken from the TargetScan database.
(Only the conserved sites were used for the current analysis.)
Clicking on the miRNA names takes you to the TargetScan web site.
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Chromosome test for over-representation
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List of all enriched Chromosomes, at the 0.05
p-value level.
The columns:
- ExpCount is the expected number of genes in the
module on the given chromosome, just by chance.
- Count
is the number of genes in the module on the given chromosome.
- Size is the total number of genes (in our universe)
on the given chromosome.
Clicking on Count shows the genes that drive the
enrichment. You can also click on the individual numbers in
the Count column, to show the driving genes for that individual
chromosome.
— Click on the Help button again to close this help window.
HELP
A list of all genes in the current module, in alphabetical order. The
size of the text corresponds to the gene scores.
Note that some gene symbols may show up more than once, if many
probes match the same Entrez gene.
Genes with no Entrez mapping are given separately, with their
Affymetrics probe ID.
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Entrez genes
ABI1abl-interactor 1 (209028_s_at), score: 0.8
ACAP2ArfGAP with coiled-coil, ankyrin repeat and PH domains 2 (212476_at), score: 0.86
ARFGEF2ADP-ribosylation factor guanine nucleotide-exchange factor 2 (brefeldin A-inhibited) (218098_at), score: 0.84
ATF1activating transcription factor 1 (222103_at), score: 0.75
ATG12ATG12 autophagy related 12 homolog (S. cerevisiae) (213026_at), score: 0.73
ATP2C1ATPase, Ca++ transporting, type 2C, member 1 (211137_s_at), score: 0.84
AVL9AVL9 homolog (S. cerevisiase) (212474_at), score: 0.78
BBS10Bardet-Biedl syndrome 10 (219487_at), score: 0.79
BNIP2BCL2/adenovirus E1B 19kDa interacting protein 2 (209308_s_at), score: 0.86
C10orf97chromosome 10 open reading frame 97 (218297_at), score: 0.76
C14orf138chromosome 14 open reading frame 138 (218940_at), score: 0.81
C1DC1D nuclear receptor co-repressor (200056_s_at), score: 0.73
C1orf103chromosome 1 open reading frame 103 (220235_s_at), score: 0.75
C5orf22chromosome 5 open reading frame 22 (203738_at), score: 0.78
C5orf28chromosome 5 open reading frame 28 (219029_at), score: 0.93
C5orf44chromosome 5 open reading frame 44 (218674_at), score: 0.76
C6orf211chromosome 6 open reading frame 211 (218195_at), score: 0.74
C9orf82chromosome 9 open reading frame 82 (219276_x_at), score: 0.8
CAPZA2capping protein (actin filament) muscle Z-line, alpha 2 (201237_at), score: 0.77
CCNT2cyclin T2 (204645_at), score: 0.76
CDKN2AIPCDKN2A interacting protein (218929_at), score: 0.73
CHMP5chromatin modifying protein 5 (218085_at), score: 0.8
CHORDC1cysteine and histidine-rich domain (CHORD)-containing 1 (218566_s_at), score: 0.74
CHUKconserved helix-loop-helix ubiquitous kinase (209666_s_at), score: 0.83
CMPK1cytidine monophosphate (UMP-CMP) kinase 1, cytosolic (217870_s_at), score: 0.82
CSGALNACT2chondroitin sulfate N-acetylgalactosaminyltransferase 2 (222235_s_at), score: 0.91
DNAJB14DnaJ (Hsp40) homolog, subfamily B, member 14 (219237_s_at), score: 0.8
DNAJB9DnaJ (Hsp40) homolog, subfamily B, member 9 (202843_at), score: 0.78
EIF2AK3eukaryotic translation initiation factor 2-alpha kinase 3 (218696_at), score: 0.82
EPS15epidermal growth factor receptor pathway substrate 15 (217887_s_at), score: 0.76
ERBB2IPerbb2 interacting protein (217941_s_at), score: 0.87
EVI5ecotropic viral integration site 5 (209717_at), score: 0.79
FAM18Bfamily with sequence similarity 18, member B (218446_s_at), score: 0.97
FAM3Cfamily with sequence similarity 3, member C (201889_at), score: 0.77
FAM8A1family with sequence similarity 8, member A1 (203420_at), score: 0.8
FBXO3F-box protein 3 (218432_at), score: 0.89
GCC2GRIP and coiled-coil domain containing 2 (202832_at), score: 0.81
GMCL1germ cell-less homolog 1 (Drosophila) (218458_at), score: 0.87
HISPPD1histidine acid phosphatase domain containing 1 (203253_s_at), score: 0.9
HNRNPH2heterogeneous nuclear ribonucleoprotein H2 (H') (201132_at), score: 0.93
IMPACTImpact homolog (mouse) (218637_at), score: 0.76
ITSN2intersectin 2 (209898_x_at), score: 0.75
JMJD1Cjumonji domain containing 1C (221763_at), score: 1
KIAA1109KIAA1109 (212779_at), score: 0.73
LARP4La ribonucleoprotein domain family, member 4 (214155_s_at), score: 0.84
LOC220594TL132 protein (213510_x_at), score: 0.78
LPGAT1lysophosphatidylglycerol acyltransferase 1 (202651_at), score: 0.84
LRRC40leucine rich repeat containing 40 (218577_at), score: 0.8
MAP4K3mitogen-activated protein kinase kinase kinase kinase 3 (218311_at), score: 0.8
MATR3matrin 3 (200626_s_at), score: 0.84
MBIPMAP3K12 binding inhibitory protein 1 (218411_s_at), score: 0.74
MED23mediator complex subunit 23 (218846_at), score: 0.75
MEX3Cmex-3 homolog C (C. elegans) (218247_s_at), score: 0.75
MORC3MORC family CW-type zinc finger 3 (213000_at), score: 0.76
MOSPD1motile sperm domain containing 1 (218853_s_at), score: 0.73
MYO6myosin VI (203216_s_at), score: 0.76
NDUFA5NADH dehydrogenase (ubiquinone) 1 alpha subcomplex, 5, 13kDa (201304_at), score: 0.86
OPA1optic atrophy 1 (autosomal dominant) (212213_x_at), score: 0.89
OSBPL8oxysterol binding protein-like 8 (212582_at), score: 0.76
OSTM1osteopetrosis associated transmembrane protein 1 (218196_at), score: 0.82
PCNPPEST proteolytic signal containing nuclear protein (217816_s_at), score: 0.75
PCTK2PCTAIRE protein kinase 2 (221918_at), score: 0.77
PJA2praja ring finger 2 (201133_s_at), score: 0.83
PNPLA2patatin-like phospholipase domain containing 2 (212705_x_at), score: -0.65
PPFIA1protein tyrosine phosphatase, receptor type, f polypeptide (PTPRF), interacting protein (liprin), alpha 1 (202066_at), score: 0.79
RAB7ARAB7A, member RAS oncogene family (211960_s_at), score: 0.79
RANBP6RAN binding protein 6 (213019_at), score: 0.81
RB1CC1RB1-inducible coiled-coil 1 (202034_x_at), score: 0.87
RNF11ring finger protein 11 (208924_at), score: 0.85
RP2retinitis pigmentosa 2 (X-linked recessive) (205191_at), score: 0.78
RSL24D1ribosomal L24 domain containing 1 (217915_s_at), score: 0.77
SCAMP4secretory carrier membrane protein 4 (213244_at), score: -0.64
SEC24BSEC24 family, member B (S. cerevisiae) (202798_at), score: 0.87
SENP6SUMO1/sentrin specific peptidase 6 (202318_s_at), score: 0.82
SERINC1serine incorporator 1 (208671_at), score: 0.84
SLC33A1solute carrier family 33 (acetyl-CoA transporter), member 1 (203165_s_at), score: 0.72
SLC35A3solute carrier family 35 (UDP-N-acetylglucosamine (UDP-GlcNAc) transporter), member A3 (206770_s_at), score: 0.74
SLKSTE20-like kinase (yeast) (206875_s_at), score: 0.76
SLMO2slowmo homolog 2 (Drosophila) (217851_s_at), score: 0.96
SOS2son of sevenless homolog 2 (Drosophila) (212870_at), score: 0.78
SPASTspastin (209748_at), score: 0.73
STRN3striatin, calmodulin binding protein 3 (204496_at), score: 0.81
STXBP3syntaxin binding protein 3 (203310_at), score: 0.88
SYNJ1synaptojanin 1 (212990_at), score: 0.78
SYPL1synaptophysin-like 1 (201260_s_at), score: 0.72
TAF2TAF2 RNA polymerase II, TATA box binding protein (TBP)-associated factor, 150kDa (209523_at), score: 0.84
TFB2Mtranscription factor B2, mitochondrial (218605_at), score: 0.78
TGDSTDP-glucose 4,6-dehydratase (208249_s_at), score: 0.89
TICAM2toll-like receptor adaptor molecule 2 (214658_at), score: 1
TMED7transmembrane emp24 protein transport domain containing 7 (209404_s_at), score: 0.89
TMEM123transmembrane protein 123 (211967_at), score: 0.92
TMEM30Atransmembrane protein 30A (217743_s_at), score: 0.96
TMF1TATA element modulatory factor 1 (213024_at), score: 0.98
TOPORStopoisomerase I binding, arginine/serine-rich (204071_s_at), score: 0.75
TRAPPC2trafficking protein particle complex 2 (219351_at), score: 0.75
TSNAXtranslin-associated factor X (203983_at), score: 0.8
UFM1ubiquitin-fold modifier 1 (218050_at), score: 0.84
UHRF1BP1LUHRF1 binding protein 1-like (213118_at), score: 0.83
VPS13Cvacuolar protein sorting 13 homolog C (S. cerevisiae) (218396_at), score: 0.75
YTHDC2YTH domain containing 2 (213077_at), score: 0.88
ZC3H14zinc finger CCCH-type containing 14 (213064_at), score: 0.77
ZDHHC17zinc finger, DHHC-type containing 17 (212982_at), score: 0.81
Non-Entrez genes
Unknown, score:
HELP
Conditions in the module, given in the same order as on the expression
plot above. Red color means over-expression, green under-expression in
the given condition.
The barplot below shows the condition (sample) scores. A separate bar
is shown for each sample, its height is the corresponding score of the
sample in the module. The red and green numbers on the bars are the
sample scores expressed in percents, i.e. 100% is 1.0.
The red and green lines show the module thresholds, samples above
the red line and below the green line are included in the module.
The different experiments that were part of the study, are separated
by dashed vertical lines.
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| Id | sample | Experiment | ExpName | Array | Syndrome | Cell.line |
| E-GEOD-4219-raw-cel-1311956321.cel | 9 | 7 | Sph-mono | hgu133plus2 | none | Sph-mon 1 |
| 10590_WBS.CEL | 2 | 8 | WBS | hgu133plus2 | WBS | WBS 1 |
| E-GEOD-4219-raw-cel-1311956614.cel | 18 | 7 | Sph-mono | hgu133plus2 | none | Sph-mon 1 |
| E-TABM-263-raw-cel-1515486211.cel | 29 | 6 | Cycle | hgu133a2 | none | Cycle 1 |
| t21b 08-03.CEL | 5 | 1 | DS-CC | hgu133a | Down | DS-CC 5 |
| E-GEOD-3860-raw-cel-1561690304.cel | 8 | 5 | HGPS | hgu133a | none | GMO8398C |
| ctrl a 08-03.CEL | 1 | 1 | DS-CC | hgu133a | none | DS-CC 1 |
| t21a 08-03.CEL | 4 | 1 | DS-CC | hgu133a | Down | DS-CC 4 |
| E-TABM-263-raw-cel-1515485771.cel | 7 | 6 | Cycle | hgu133a2 | none | Cycle 1 |
| E-GEOD-4219-raw-cel-1311956275.cel | 8 | 7 | Sph-mono | hgu133plus2 | none | Sph-mon 1 |
| E-TABM-263-raw-cel-1515486091.cel | 23 | 6 | Cycle | hgu133a2 | none | Cycle 1 |
| E-GEOD-4219-raw-cel-1311956398.cel | 12 | 7 | Sph-mono | hgu133plus2 | none | Sph-mon 1 |
| E-GEOD-4219-raw-cel-1311956634.cel | 19 | 7 | Sph-mono | hgu133plus2 | none | Sph-mon 1 |
| E-TABM-263-raw-cel-1515485811.cel | 9 | 6 | Cycle | hgu133a2 | none | Cycle 1 |
| E-TABM-263-raw-cel-1515486371.cel | 37 | 6 | Cycle | hgu133a2 | none | Cycle 1 |
| E-TABM-263-raw-cel-1515485891.cel | 13 | 6 | Cycle | hgu133a2 | none | Cycle 1 |
© 2008-2010 Computational Biology Group, Department of Medical Genetics,
University of Lausanne, Switzerland
