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Module #810, TG: 2.6, TC: 1.4, 101 probes, 100 Entrez genes, 17 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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| Id | Pvalue | ExpCount | Count | Size | Term |
| GO:0007257 | 2.940e-02 | 0.1556 | 3
MAP3K6, MUL1, PKN1 | 14 | activation of JUN kinase activity |
| GO:0043507 | 3.895e-02 | 0.1779 | 3
MAP3K6, MUL1, PKN1 | 16 | positive regulation of JUN kinase activity |
| GO:0002474 | 4.394e-02 | 0.189 | 3
FCER1G, HLA-E, TAPBP | 17 | antigen processing and presentation of peptide antigen via MHC class I |
| GO:0043506 | 4.394e-02 | 0.189 | 3
MAP3K6, MUL1, PKN1 | 17 | regulation of JUN kinase activity |
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GO CC test for over-representation
HELP
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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GO MF test for over-representation
HELP
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
HELP
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
HELP
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
ABCG4ATP-binding cassette, sub-family G (WHITE), member 4 (207593_at), score: -0.76
ACTN3actinin, alpha 3 (206891_at), score: -0.8
ALDH1L1aldehyde dehydrogenase 1 family, member L1 (215798_at), score: -1
ARHGAP22Rho GTPase activating protein 22 (206298_at), score: 0.69
ARSAarylsulfatase A (204443_at), score: 0.78
BAT2HLA-B associated transcript 2 (212081_x_at), score: 0.79
BAT2LHLA-B associated transcript 2-like (212068_s_at), score: 0.82
BTNL3butyrophilin-like 3 (217207_s_at), score: -0.81
C19orf40chromosome 19 open reading frame 40 (214816_x_at), score: -0.75
C1orf69chromosome 1 open reading frame 69 (215490_at), score: -0.75
C8orf60chromosome 8 open reading frame 60 (220712_at), score: -0.83
CALB2calbindin 2 (205428_s_at), score: -0.84
CD79BCD79b molecule, immunoglobulin-associated beta (205297_s_at), score: -0.91
CDC42BPBCDC42 binding protein kinase beta (DMPK-like) (217849_s_at), score: 0.68
COL11A2collagen, type XI, alpha 2 (216993_s_at), score: -0.87
COL18A1collagen, type XVIII, alpha 1 (209081_s_at), score: 0.72
CYP3A4cytochrome P450, family 3, subfamily A, polypeptide 4 (205998_x_at), score: -0.87
CYTH4cytohesin 4 (219183_s_at), score: -0.78
DCAKDdephospho-CoA kinase domain containing (221224_s_at), score: -0.77
DMPKdystrophia myotonica-protein kinase (37996_s_at), score: 0.68
DOK4docking protein 4 (209691_s_at), score: 0.72
DSPPdentin sialophosphoprotein (221681_s_at), score: -0.89
EDARectodysplasin A receptor (220048_at), score: -0.8
F11coagulation factor XI (206610_s_at), score: -0.88
FCER1GFc fragment of IgE, high affinity I, receptor for; gamma polypeptide (204232_at), score: -0.83
FGL1fibrinogen-like 1 (205305_at), score: -0.8
FHOD1formin homology 2 domain containing 1 (218530_at), score: 0.71
FOXK2forkhead box K2 (203064_s_at), score: 0.86
FUT2fucosyltransferase 2 (secretor status included) (210608_s_at), score: -0.79
GDF9growth differentiation factor 9 (221314_at), score: -0.76
GMPRguanosine monophosphate reductase (204187_at), score: 0.71
GP1BAglycoprotein Ib (platelet), alpha polypeptide (207389_at), score: -0.78
GTPBP1GTP binding protein 1 (219357_at), score: 0.74
HAB1B1 for mucin (215778_x_at), score: -0.97
HAMPhepcidin antimicrobial peptide (220491_at), score: -0.82
HAO2hydroxyacid oxidase 2 (long chain) (220801_s_at), score: -0.8
HECTD3HECT domain containing 3 (218632_at), score: 0.71
HIST1H4Dhistone cluster 1, H4d (208076_at), score: -0.76
HLA-Emajor histocompatibility complex, class I, E (200904_at), score: 0.68
HSF1heat shock transcription factor 1 (202344_at), score: 0.75
IDUAiduronidase, alpha-L- (205059_s_at), score: 0.9
IL9Rinterleukin 9 receptor (217212_s_at), score: -0.93
ITGALintegrin, alpha L (antigen CD11A (p180), lymphocyte function-associated antigen 1; alpha polypeptide) (213475_s_at), score: -0.8
JUPjunction plakoglobin (201015_s_at), score: 0.78
KIAA0317KIAA0317 (202128_at), score: 0.7
KIAA1009KIAA1009 (206005_s_at), score: -0.77
KIAA1305KIAA1305 (220911_s_at), score: 0.75
KLHL26kelch-like 26 (Drosophila) (219354_at), score: 0.68
LEPREL2leprecan-like 2 (204854_at), score: 0.87
LLGL2lethal giant larvae homolog 2 (Drosophila) (203713_s_at), score: -0.85
MAP1Smicrotubule-associated protein 1S (218522_s_at), score: 0.79
MAP3K6mitogen-activated protein kinase kinase kinase 6 (219278_at), score: 0.78
MICAL3microtubule associated monoxygenase, calponin and LIM domain containing 3 (212715_s_at), score: 0.71
MUL1mitochondrial E3 ubiquitin ligase 1 (218246_at), score: 0.73
MYL4myosin, light chain 4, alkali; atrial, embryonic (210088_x_at), score: -0.82
NCRNA00093non-protein coding RNA 93 (210723_x_at), score: -0.83
NOVA2neuro-oncological ventral antigen 2 (206477_s_at), score: -0.79
NPDC1neural proliferation, differentiation and control, 1 (218086_at), score: 0.67
OR7E47Polfactory receptor, family 7, subfamily E, member 47 pseudogene (216698_x_at), score: -0.8
PARVBparvin, beta (37965_at), score: 0.77
PHF7PHD finger protein 7 (215622_x_at), score: -0.82
PIP5K1Cphosphatidylinositol-4-phosphate 5-kinase, type I, gamma (212518_at), score: 0.86
PKN1protein kinase N1 (202161_at), score: 0.75
POLR2Apolymerase (RNA) II (DNA directed) polypeptide A, 220kDa (202725_at), score: 0.69
POLRMTpolymerase (RNA) mitochondrial (DNA directed) (203782_s_at), score: 0.76
PRKCDprotein kinase C, delta (202545_at), score: 0.77
PTPN6protein tyrosine phosphatase, non-receptor type 6 (206687_s_at), score: -0.9
RLN1relaxin 1 (211753_s_at), score: -0.81
RP5-886K2.1neuronal thread protein AD7c-NTP (207953_at), score: -0.83
RPL18AP6ribosomal protein L18a pseudogene 6 (216383_at), score: -0.86
RPS17P5ribosomal protein S17 pseudogene 5 (216348_at), score: -0.83
S100A14S100 calcium binding protein A14 (218677_at), score: -0.84
SBNO2strawberry notch homolog 2 (Drosophila) (204166_at), score: 0.69
SCAMP4secretory carrier membrane protein 4 (213244_at), score: 0.8
SIGLEC1sialic acid binding Ig-like lectin 1, sialoadhesin (44673_at), score: -0.87
SIN3BSIN3 homolog B, transcription regulator (yeast) (209352_s_at), score: 0.89
SLC1A7solute carrier family 1 (glutamate transporter), member 7 (210923_at), score: -0.8
SLC26A10solute carrier family 26, member 10 (214951_at), score: -0.78
SLC5A5solute carrier family 5 (sodium iodide symporter), member 5 (211123_at), score: -0.83
SLC9A1solute carrier family 9 (sodium/hydrogen exchanger), member 1 (209453_at), score: 0.75
SMG6Smg-6 homolog, nonsense mediated mRNA decay factor (C. elegans) (214940_s_at), score: 0.71
SOLHsmall optic lobes homolog (Drosophila) (204275_at), score: 0.73
SPATA1spermatogenesis associated 1 (221057_at), score: -0.8
SSBP3single stranded DNA binding protein 3 (217991_x_at), score: 0.67
SULT1B1sulfotransferase family, cytosolic, 1B, member 1 (207601_at), score: -0.83
TAPBPTAP binding protein (tapasin) (208829_at), score: 0.77
TAS2R14taste receptor, type 2, member 14 (221391_at), score: -0.77
TERF2telomeric repeat binding factor 2 (203611_at), score: 0.73
TIAF1TGFB1-induced anti-apoptotic factor 1 (202039_at), score: 0.76
TLE6transducin-like enhancer of split 6 (E(sp1) homolog, Drosophila) (222219_s_at), score: -0.82
TMCC2transmembrane and coiled-coil domain family 2 (213096_at), score: -0.81
TMSB4Ythymosin beta 4, Y-linked (206769_at), score: -0.92
TSC2tuberous sclerosis 2 (215735_s_at), score: 0.7
TULP2tubby like protein 2 (206733_at), score: -0.81
UBTD1ubiquitin domain containing 1 (219172_at), score: 0.78
VEGFBvascular endothelial growth factor B (203683_s_at), score: 0.86
VPS37Bvacuolar protein sorting 37 homolog B (S. cerevisiae) (221704_s_at), score: 0.85
WDR42AWD repeat domain 42A (202249_s_at), score: 0.7
WNT2Bwingless-type MMTV integration site family, member 2B (206459_s_at), score: -0.76
ZFHX3zinc finger homeobox 3 (208033_s_at), score: 0.76
Non-Entrez genes
213096_atUnknown, score: -0.8
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-TABM-263-raw-cel-1515486431.cel | 40 | 6 | Cycle | hgu133a2 | none | Cycle 1 |
| E-GEOD-3407-raw-cel-1437949557.cel | 1 | 4 | Cockayne | hgu133a | CS | eGFP |
| E-TABM-263-raw-cel-1515485931.cel | 15 | 6 | Cycle | hgu133a2 | none | Cycle 1 |
| E-TABM-263-raw-cel-1515485751.cel | 6 | 6 | Cycle | hgu133a2 | none | Cycle 1 |
| E-TABM-263-raw-cel-1515486091.cel | 23 | 6 | Cycle | hgu133a2 | none | Cycle 1 |
| 2Twin.CEL | 2 | 2 | DS-twin | hgu133plus2 | none | DS-twin 2 |
| E-TABM-263-raw-cel-1515485771.cel | 7 | 6 | Cycle | hgu133a2 | none | Cycle 1 |
| t21d 08-03.CEL | 7 | 1 | DS-CC | hgu133a | Down | DS-CC 7 |
| E-TABM-263-raw-cel-1515485831.cel | 10 | 6 | Cycle | hgu133a2 | none | Cycle 1 |
| E-TABM-263-raw-cel-1515486031.cel | 20 | 6 | Cycle | hgu133a2 | none | Cycle 1 |
| E-TABM-263-raw-cel-1515486211.cel | 29 | 6 | Cycle | hgu133a2 | none | Cycle 1 |
| 46A.CEL | 1 | 3 | DS-mosaic | hgu133plus2 | none | DS-mosaic 1 |
| E-TABM-263-raw-cel-1515485951.cel | 16 | 6 | Cycle | hgu133a2 | none | Cycle 1 |
| E-TABM-263-raw-cel-1515485871.cel | 12 | 6 | Cycle | hgu133a2 | none | Cycle 1 |
| E-TABM-263-raw-cel-1515486071.cel | 22 | 6 | Cycle | hgu133a2 | none | Cycle 1 |
| E-TABM-263-raw-cel-1515485711.cel | 4 | 6 | Cycle | hgu133a2 | none | Cycle 1 |
| E-TABM-263-raw-cel-1515485691.cel | 3 | 6 | Cycle | hgu133a2 | none | Cycle 1 |
© 2008-2010 Computational Biology Group, Department of Medical Genetics,
University of Lausanne, Switzerland
