Enriched clinical annotations |
For each of the clinical annotations, we tested whether it was enriched in the set of arrays in which the module is significantly induced (or repressed). Below we list all such annotations that were enriched in this module with an FDR corrected p-value of 0.05 ('P-value' column), along with the number ('Hits' column) of induced (or repressed) module's arrays in which they appear. We also show the fraction of the module's induced (or repressed) arrays with the given annotation ('Hits (%)' column). For completeness, we also list the total number of relevant induced arrays in the module ('Module hits in category' column), total number of arrays in the compendium in which the corresponding annotation is present ('Arrays in annotation' column), and the total number of relevant arrays in the compendium ('Arrays' column). Note that the 'relevant' arrays may be different for each annotation, since it includes only arrays in which the annotation was relevant (i.e., present or not present) and excludes arrays where the value of the annotation was not known. Rows that correspond to annotations that were enriched in the induced arrays of the module have a red background, while rows corresponding to annotations enriched in the repressed arrays have a green background. For each annotation, we also list the other modules in which it was enriched. |
Clinical annotation |
Category |
P-value |
Hits |
Hits(%) |
Module hits in category |
Arrays in annotation |
Arrays |
Liver tissue (Liver cancer*) |
Liver cancer* |
2.2e-64 |
110 |
48.4 |
227 |
187 |
1945 |
Liver tissue, cancer or cell line (Liver cancer*) |
Liver cancer* |
5.5e-61 |
110 |
48.4 |
227 |
197 |
1945 |
Hepatitis infected liver (Liver cancer*) |
Liver cancer* |
2.2e-46 |
87 |
38.3 |
227 |
156 |
1945 |
Cancer and cell line (Lung cancer*) |
Lung cancer* |
2.8e-23 |
102 |
31.8 |
320 |
252 |
1945 |
Cancer (Lung cancer*) |
Lung cancer* |
2.8e-23 |
102 |
31.8 |
320 |
252 |
1945 |
Lung tissue, cancer or cell line (Lung cancer*) |
Lung cancer* |
1.0e-22 |
107 |
33.4 |
320 |
276 |
1945 |
Lung cancer (Lung cancer*) |
Lung cancer* |
2.7e-17 |
89 |
27.8 |
320 |
238 |
1945 |
Lung cancer or cell line (Lung cancer*) |
Lung cancer* |
2.7e-17 |
89 |
27.8 |
320 |
238 |
1945 |
Non-tumor liver tissue (Liver cancer) |
Liver cancer |
1.5e-15 |
67 |
60.9 |
110 |
76 |
207 |
Cancer and cell line (Liver cancer) |
Liver cancer |
1.7e-15 |
64 |
96.9 |
66 |
126 |
207 |
Prostate (Prostate cancer*) |
Prostate cancer* |
5.5e-14 |
48 |
15 |
320 |
101 |
1945 |
Non small cell lung cancer and cell line (Lung cancer*) |
Lung cancer* |
3.0e-12 |
72 |
22.5 |
320 |
205 |
1945 |
Non small cell lung cancer (Lung cancer*) |
Lung cancer* |
3.0e-12 |
72 |
22.5 |
320 |
205 |
1945 |
Cancer (Liver cancer) |
Liver cancer |
9.6e-08 |
54 |
81.8 |
66 |
115 |
207 |
Liver tissue, cancer or cell line (Liver cancer*) |
Liver cancer* |
5.4e-06 |
56 |
17.5 |
320 |
197 |
1945 |
Liver cancer cell line (Liver cancer) |
Liver cancer |
6.6e-06 |
10 |
15.1 |
66 |
10 |
207 |
Metastasis (Liver cancer) |
Liver cancer |
6.6e-06 |
10 |
15.1 |
66 |
10 |
207 |
Adenocarcinoma (Liver cancer) |
Liver cancer |
2.2e-05 |
45 |
68.1 |
66 |
97 |
207 |
Hematologic samples and cell lines (Various tumors) |
Various tumors |
2.6e-05 |
16 |
57.1 |
28 |
37 |
154 |
Hematologic samples (Various tumors) |
Various tumors |
2.6e-05 |
16 |
57.1 |
28 |
37 |
154 |
CNS cancer or cell line (Various tumors) |
Various tumors |
3.2e-05 |
10 |
35.7 |
28 |
16 |
154 |
CNS tumor (Various tumors) |
Various tumors |
3.2e-05 |
10 |
35.7 |
28 |
16 |
154 |
Prostate (Various tumors) |
Various tumors |
4.1e-05 |
6 |
50 |
12 |
12 |
154 |
Cell line (Liver cancer) |
Liver cancer |
5.3e-05 |
10 |
15.1 |
66 |
11 |
207 |
Normal tissue (Liver cancer) |
Liver cancer |
9.4e-05 |
14 |
12.7 |
110 |
14 |
207 |
Centroblasts (Various tumors) |
Various tumors |
0.0001 |
5 |
17.8 |
28 |
5 |
154 |
GC B like DLBCL (Various tumors) |
Various tumors |
0.0001 |
5 |
17.8 |
28 |
5 |
154 |
Invasive liver tumor (Liver cancer) |
Liver cancer |
0.0002 |
22 |
33.3 |
66 |
38 |
207 |
Hematologic samples (B lymphoma) |
B lymphoma |
0.0002 |
7 |
38.8 |
18 |
22 |
245 |
Adenocarcinoma - extrapulmonary metastasis (Lung cancer) |
Lung cancer |
0.0003 |
12 |
11.2 |
107 |
14 |
276 |
Hepatitis infected liver (Liver cancer*) |
Liver cancer* |
0.0003 |
42 |
13.1 |
320 |
156 |
1945 |
Enriched GO annotations |
For each GO annotation, we tested whether it was enriched in the set of genes of the module. Below we list all such annotations that were enriched in this module with an FDR corrected p-value of 0.05 ('P-value' column), along with the number ('Hits' column) of the module's genes in which they appear. We also show the fraction of the module's genes with the given GO annotation that are included in this module ('Hits (%)' column). For completeness, we also list the total number of genes in the module ('Module genes' column), total number of genes in the compendium in which the corresponding annotation is present ('Genes in annotation' column), and the total number of genes in the compendium ('Genes' column). |
GO annotation |
P-value |
Hits |
Hits(%) |
Module genes |
Genes in annotation |
Genes |
electron transporter activity |
1.6e-207 |
165 |
90.6 |
182 |
269 |
4566 |
oxidoreductase activity |
1.4e-203 |
161 |
88.4 |
182 |
254 |
4566 |
electron transport |
1.5e-82 |
78 |
42.8 |
182 |
128 |
4566 |
photosynthesis\, light reaction |
1.5e-71 |
69 |
37.9 |
182 |
115 |
4566 |
photosynthesis |
1.1e-63 |
73 |
40.1 |
182 |
162 |
4566 |
energy pathways |
1.8e-62 |
78 |
42.8 |
182 |
200 |
4566 |
oxidoreductase activity\, acting on CH-OH group of donors |
6.8e-31 |
31 |
17.0 |
182 |
53 |
4566 |
oxidoreductase activity\, acting on the CH-OH group of donors\, NAD or NADP as acceptor |
6.8e-31 |
31 |
17.0 |
182 |
53 |
4566 |
mitochondrion |
2.5e-26 |
49 |
26.9 |
182 |
207 |
4566 |
oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen |
3.7e-26 |
26 |
14.2 |
182 |
44 |
4566 |
carboxylic acid metabolism |
5.0e-25 |
40 |
21.9 |
182 |
138 |
4566 |
organic acid metabolism |
8.2e-24 |
39 |
21.4 |
182 |
139 |
4566 |
catalytic activity |
2.5e-20 |
127 |
69.7 |
182 |
1677 |
4566 |
monovalent inorganic cation transporter activity |
4.0e-20 |
28 |
15.3 |
182 |
80 |
4566 |
oxidoreductase activity\, acting on the aldehyde or oxo group of donors |
8.6e-16 |
13 |
7.1 |
182 |
17 |
4566 |
oxidoreductase activity\, acting on the CH-CH group of donors |
8.6e-16 |
13 |
7.1 |
182 |
17 |
4566 |
NADH dehydrogenase (ubiquinone) activity |
3.0e-15 |
15 |
8.2 |
182 |
26 |
4566 |
microsome |
3.9e-15 |
21 |
11.5 |
182 |
61 |
4566 |
aldehyde metabolism |
7.9e-15 |
10 |
5.4 |
182 |
10 |
4566 |
fatty acid metabolism |
1.2e-14 |
20 |
10.9 |
182 |
57 |
4566 |
NADH dehydrogenase activity |
4.7e-14 |
14 |
7.6 |
182 |
25 |
4566 |
oxidative phosphorylation |
5.8e-14 |
12 |
6.5 |
182 |
17 |
4566 |
ion transporter activity |
1.2e-13 |
29 |
15.9 |
182 |
144 |
4566 |
monooxygenase activity |
3.3e-13 |
13 |
7.1 |
182 |
23 |
4566 |
peroxidase activity |
3.5e-13 |
11 |
6.0 |
182 |
15 |
4566 |
alcohol dehydrogenase activity |
4.8e-13 |
10 |
5.4 |
182 |
12 |
4566 |
response to xenobiotic stimulus |
7.7e-13 |
27 |
14.8 |
182 |
133 |
4566 |
oxidoreductase activity\, acting on the aldehyde or oxo group of donors\, NAD or NADP as acceptor |
6.9e-12 |
10 |
5.4 |
182 |
14 |
4566 |
plasmodesma |
7.1e-12 |
24 |
13.1 |
182 |
114 |
4566 |
mitochondrial membrane |
9.9e-12 |
17 |
9.3 |
182 |
54 |
4566 |
ATP synthesis coupled electron transport (sensu Eukarya) |
2.0e-11 |
10 |
5.4 |
182 |
15 |
4566 |
cytochrome P450 activity |
2.0e-11 |
10 |
5.4 |
182 |
15 |
4566 |
oxidoreductase activity\, acting on single donors with incorporation of molecular oxygen |
5.1e-11 |
10 |
5.4 |
182 |
16 |
4566 |
protein-disulfide reduction |
5.1e-11 |
10 |
5.4 |
182 |
16 |
4566 |
lipid metabolism |
1.8e-10 |
25 |
13.7 |
182 |
143 |
4566 |
alcohol dehydrogenase activity\, zinc-dependent |
2.3e-10 |
8 |
4.3 |
182 |
10 |
4566 |
aldehyde dehydrogenase activity |
2.3e-10 |
8 |
4.3 |
182 |
10 |
4566 |
oxidoreductase activity\, acting on the CH-CH group of donors\, other acceptors |
2.3e-10 |
8 |
4.3 |
182 |
10 |
4566 |
inner membrane |
3.2e-10 |
12 |
6.5 |
182 |
29 |
4566 |
mitochondrial electron transport\, NADH to ubiquinone |
3.5e-10 |
9 |
4.9 |
182 |
14 |
4566 |
sodium ion transporter activity |
3.8e-10 |
15 |
8.2 |
182 |
50 |
4566 |
endoplasmic reticulum |
6.2e-10 |
25 |
13.7 |
182 |
151 |
4566 |
metal ion transporter activity |
6.7e-10 |
16 |
8.7 |
182 |
60 |
4566 |
cbb3-type cytochrome c oxidase |
2.3e-09 |
8 |
4.3 |
182 |
12 |
4566 |
glutathione peroxidase activity |
3.7e-09 |
6 |
3.2 |
182 |
6 |
4566 |
mitochondrial electron transport chain |
4.8e-09 |
7 |
3.8 |
182 |
9 |
4566 |
cytochrome c oxidase activity |
5.9e-09 |
8 |
4.3 |
182 |
13 |
4566 |
cation transporter activity |
9.9e-09 |
13 |
7.1 |
182 |
45 |
4566 |
alcohol metabolism |
1.3e-08 |
8 |
4.3 |
182 |
14 |
4566 |
fatty acid biosynthesis |
1.5e-08 |
10 |
5.4 |
182 |
25 |
4566 |
membrane fraction |
1.9e-08 |
34 |
18.6 |
182 |
304 |
4566 |
organic acid biosynthesis |
2.6e-08 |
11 |
6.0 |
182 |
33 |
4566 |
carboxylic acid biosynthesis |
3.8e-08 |
11 |
6.0 |
182 |
34 |
4566 |
hydrogen ion transporter activity |
4.0e-08 |
13 |
7.1 |
182 |
50 |
4566 |
response to chemical substance |
9.2e-08 |
33 |
18.1 |
182 |
308 |
4566 |
ubiquinol-cytochrome c reductase activity |
9.5e-08 |
5 |
2.7 |
182 |
5 |
4566 |
disulfide oxidoreductase activity |
9.5e-08 |
7 |
3.8 |
182 |
12 |
4566 |
oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, reduced flavin or flavoprotein as one donor\, and incorporation of one atom of oxygen |
2.8e-07 |
6 |
3.2 |
182 |
9 |
4566 |
oxidoreductase activity\, acting on the CH-NH2 group of donors |
2.8e-07 |
6 |
3.2 |
182 |
9 |
4566 |
oxidoreductase activity\, acting on the CH-NH group of donors |
2.8e-07 |
6 |
3.2 |
182 |
9 |
4566 |
eicosanoid metabolism |
2.8e-07 |
8 |
4.3 |
182 |
19 |
4566 |
acyl-CoA dehydrogenase activity |
5.5e-07 |
5 |
2.7 |
182 |
6 |
4566 |
lipid biosynthesis |
1.0e-06 |
10 |
5.4 |
182 |
37 |
4566 |
peroxisome |
1.4e-06 |
9 |
4.9 |
182 |
30 |
4566 |
oxidoreductase activity\, acting on the CH-NH group of donors\, NAD or NADP as acceptor |
1.8e-06 |
5 |
2.7 |
182 |
7 |
4566 |
amine metabolism |
1.9e-06 |
9 |
4.9 |
182 |
31 |
4566 |
oxygen and reactive oxygen species metabolism |
1.9e-06 |
7 |
3.8 |
182 |
17 |
4566 |
response to oxidative stress |
1.9e-06 |
7 |
3.8 |
182 |
17 |
4566 |
eicosanoid biosynthesis |
3.1e-06 |
7 |
3.8 |
182 |
18 |
4566 |
amino acid and derivative metabolism |
4.6e-06 |
8 |
4.3 |
182 |
26 |
4566 |
oxidoreductase activity\, acting on NADH or NADPH |
4.8e-06 |
5 |
2.7 |
182 |
8 |
4566 |
oxidoreductase activity\, acting on the CH-NH2 group of donors\, oxygen as acceptor |
4.8e-06 |
5 |
2.7 |
182 |
8 |
4566 |
outer membrane |
8.4e-06 |
6 |
3.2 |
182 |
14 |
4566 |
xenobiotic metabolism |
9.8e-06 |
9 |
4.9 |
182 |
37 |
4566 |
amine oxidase activity |
1.1e-05 |
4 |
2.1 |
182 |
5 |
4566 |
tricarboxylic acid cycle |
1.3e-05 |
6 |
3.2 |
182 |
15 |
4566 |
sulfur metabolism |
1.5e-05 |
22 |
12.0 |
182 |
205 |
4566 |
mitochondrial matrix |
2.0e-05 |
7 |
3.8 |
182 |
23 |
4566 |
fatty acid beta-oxidation |
2.0e-05 |
5 |
2.7 |
182 |
10 |
4566 |
fatty acid oxidation |
2.0e-05 |
5 |
2.7 |
182 |
10 |
4566 |
oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors |
3.4e-05 |
4 |
2.1 |
182 |
6 |
4566 |
protein disulfide oxidoreductase activity |
3.4e-05 |
4 |
2.1 |
182 |
6 |
4566 |
superoxide metabolism |
3.4e-05 |
4 |
2.1 |
182 |
6 |
4566 |
aromatic compound metabolism |
3.7e-05 |
7 |
3.8 |
182 |
25 |
4566 |
steroid metabolism |
4.9e-05 |
7 |
3.8 |
182 |
26 |
4566 |
transition metal ion binding |
5.3e-05 |
18 |
9.8 |
182 |
160 |
4566 |