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* |
2.4e-56 |
119 |
38.1 |
312 |
187 |
1945 |
Liver tissue, cancer or cell line (Liver cancer*) |
Liver cancer* |
1.1e-52 |
119 |
38.1 |
312 |
197 |
1945 |
Hepatitis infected liver (Liver cancer*) |
Liver cancer* |
2.4e-41 |
95 |
30.4 |
312 |
156 |
1945 |
Hematologic cancer and cell line (Stimulated PBMC) |
Stimulated PBMC |
1.6e-33 |
30 |
96.7 |
31 |
30 |
182 |
Macrophages (Stimulated PBMC) |
Stimulated PBMC |
1.6e-33 |
30 |
96.7 |
31 |
30 |
182 |
Non-tumor liver tissue (Liver cancer) |
Liver cancer |
2.9e-17 |
71 |
59.6 |
119 |
76 |
207 |
Chronic lymphocytic leukemia (B lymphoma) |
B lymphoma |
4.9e-16 |
34 |
57.6 |
59 |
46 |
245 |
Leukemia (B lymphoma) |
B lymphoma |
4.9e-16 |
34 |
57.6 |
59 |
46 |
245 |
Leukemia or leukemia cell line (B lymphoma) |
B lymphoma |
4.9e-16 |
34 |
57.6 |
59 |
46 |
245 |
Cancer and cell line (Liver cancer) |
Liver cancer |
3.9e-14 |
74 |
91.3 |
81 |
126 |
207 |
Hematologic cancer and cell line (Stimulated immune*) |
Stimulated immune* |
3.6e-10 |
28 |
8.9 |
312 |
53 |
1945 |
Hematologic samples and cell lines (Stimulated immune*) |
Stimulated immune* |
3.6e-10 |
28 |
8.9 |
312 |
53 |
1945 |
Macrophages (Stimulated immune*) |
Stimulated immune* |
3.6e-10 |
28 |
8.9 |
312 |
53 |
1945 |
Monocytes (Stimulated immune*) |
Stimulated immune* |
3.6e-10 |
28 |
8.9 |
312 |
53 |
1945 |
Liver tissue, cancer or cell line (Liver cancer*) |
Liver cancer* |
1.1e-08 |
71 |
18.4 |
384 |
197 |
1945 |
Cancer (Liver cancer) |
Liver cancer |
2.9e-08 |
64 |
79.0 |
81 |
115 |
207 |
B. petrussis stimulated immune cells (Stimulated PBMC) |
Stimulated PBMC |
3.5e-06 |
20 |
90.9 |
22 |
67 |
144 |
Hepatitis infected liver (Liver cancer*) |
Liver cancer* |
3.7e-06 |
54 |
14.0 |
384 |
156 |
1945 |
Adenocarcinoma (Liver cancer) |
Liver cancer |
3.9e-06 |
54 |
66.6 |
81 |
97 |
207 |
Liver tissue (Liver cancer*) |
Liver cancer* |
7.7e-06 |
61 |
15.8 |
384 |
187 |
1945 |
Cell line (B lymphoma) |
B lymphoma |
2.3e-05 |
9 |
23.6 |
38 |
14 |
245 |
Lymphoma or lymphoma cell line (B lymphoma) |
B lymphoma |
2.7e-05 |
36 |
94.7 |
38 |
167 |
245 |
Diffuse large B cell lymphoma tumor or cell line (B lymphoma) |
B lymphoma |
3.7e-05 |
32 |
84.2 |
38 |
134 |
245 |
Small cell lung cancer (Lung cancer) |
Lung cancer |
4.3e-05 |
9 |
12 |
75 |
10 |
276 |
B. petrussis 537 stimulated immune cells (Stimulated PBMC) |
Stimulated PBMC |
5.4e-05 |
5 |
22.7 |
22 |
5 |
144 |
B. petrussis A2 stimulated immune cells (Stimulated PBMC) |
Stimulated PBMC |
5.4e-05 |
5 |
22.7 |
22 |
5 |
144 |
B. petrussis Tox 6 stimulated immune cells (Stimulated PBMC) |
Stimulated PBMC |
5.4e-05 |
5 |
22.7 |
22 |
5 |
144 |
Liver cancer cell line (Liver cancer) |
Liver cancer |
5.8e-05 |
10 |
12.3 |
81 |
10 |
207 |
Metastasis (Liver cancer) |
Liver cancer |
5.8e-05 |
10 |
12.3 |
81 |
10 |
207 |
Gram negative bacteria stimulated immune cells (Stimulated PBMC) |
Stimulated PBMC |
9.2e-05 |
20 |
90.9 |
22 |
78 |
144 |
Hepatocellular carcinoma (Liver cancer) |
Liver cancer |
0.0001 |
54 |
66.6 |
81 |
104 |
207 |
Invasive liver tumor (Liver cancer) |
Liver cancer |
0.0002 |
25 |
30.8 |
81 |
38 |
207 |
Bone marrow (Leukemia) |
Leukemia |
0.0002 |
6 |
75 |
8 |
23 |
141 |
Hematologic samples (B lymphoma) |
B lymphoma |
0.0002 |
13 |
22.0 |
59 |
22 |
245 |
Normal tissue (Liver cancer) |
Liver cancer |
0.0003 |
14 |
11.7 |
119 |
14 |
207 |
Activated B like DLBCL (B lymphoma) |
B lymphoma |
0.0004 |
12 |
31.5 |
38 |
30 |
245 |
Cell line (Liver cancer) |
Liver cancer |
0.0004 |
10 |
12.3 |
81 |
11 |
207 |
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 |
catalytic activity |
3.7e-83 |
250 |
90.5 |
276 |
1677 |
4566 |
oxidoreductase activity |
1.9e-27 |
67 |
24.2 |
276 |
254 |
4566 |
electron transporter activity |
6.7e-22 |
62 |
22.4 |
276 |
269 |
4566 |
carboxylic acid metabolism |
9.6e-20 |
42 |
15.2 |
276 |
138 |
4566 |
organic acid metabolism |
1.0e-18 |
41 |
14.8 |
276 |
139 |
4566 |
response to xenobiotic stimulus |
3.3e-15 |
36 |
13.0 |
276 |
133 |
4566 |
regulation of metabolism |
1.0e-13 |
60 |
21.7 |
276 |
365 |
4566 |
energy pathways |
2.1e-13 |
42 |
15.2 |
276 |
200 |
4566 |
hydrolase activity |
1.4e-12 |
94 |
34.0 |
276 |
783 |
4566 |
response to chemical substance |
1.0e-10 |
49 |
17.7 |
276 |
308 |
4566 |
photosynthesis\, light reaction |
4.2e-10 |
27 |
9.7 |
276 |
115 |
4566 |
photosynthesis |
1.0e-09 |
32 |
11.5 |
276 |
162 |
4566 |
microsome |
1.1e-09 |
19 |
6.8 |
276 |
61 |
4566 |
electron transport |
1.1e-09 |
28 |
10.1 |
276 |
128 |
4566 |
amino acid metabolism |
8.2e-09 |
28 |
10.1 |
276 |
139 |
4566 |
oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen |
1.6e-08 |
15 |
5.4 |
276 |
44 |
4566 |
fatty acid metabolism |
1.8e-08 |
17 |
6.1 |
276 |
57 |
4566 |
carbohydrate metabolism |
4.5e-08 |
25 |
9.0 |
276 |
123 |
4566 |
lyase activity |
6.3e-08 |
19 |
6.8 |
276 |
76 |
4566 |
aromatic compound metabolism |
6.7e-08 |
11 |
3.9 |
276 |
25 |
4566 |
phenylalanine metabolism |
8.8e-08 |
7 |
2.5 |
276 |
9 |
4566 |
amine metabolism |
9.4e-08 |
12 |
4.3 |
276 |
31 |
4566 |
peptidase activity |
9.5e-08 |
32 |
11.5 |
276 |
193 |
4566 |
amino acid and derivative metabolism |
1.1e-07 |
11 |
3.9 |
276 |
26 |
4566 |
response to toxin |
1.1e-07 |
11 |
3.9 |
276 |
26 |
4566 |
catabolism |
3.9e-07 |
33 |
11.9 |
276 |
215 |
4566 |
sulfur metabolism |
4.0e-07 |
32 |
11.5 |
276 |
205 |
4566 |
aromatic amino acid family metabolism |
1.1e-06 |
6 |
2.1 |
276 |
8 |
4566 |
phenylalanine catabolism |
1.1e-06 |
6 |
2.1 |
276 |
8 |
4566 |
oxidoreductase activity\, acting on CH-OH group of donors |
1.7e-06 |
14 |
5.0 |
276 |
53 |
4566 |
oxidoreductase activity\, acting on the CH-OH group of donors\, NAD or NADP as acceptor |
1.7e-06 |
14 |
5.0 |
276 |
53 |
4566 |
energy derivation by oxidation of organic compounds |
2.2e-06 |
14 |
5.0 |
276 |
54 |
4566 |
oxidoreductase activity\, acting on the CH-CH group of donors |
2.4e-06 |
8 |
2.8 |
276 |
17 |
4566 |
isomerase activity |
4.0e-06 |
12 |
4.3 |
276 |
42 |
4566 |
transferase activity\, transferring acyl groups |
5.3e-06 |
12 |
4.3 |
276 |
43 |
4566 |
carboxylic ester hydrolase activity |
1.1e-05 |
9 |
3.2 |
276 |
26 |
4566 |
endopeptidase activity |
1.9e-05 |
18 |
6.5 |
276 |
99 |
4566 |
transferase activity\, transferring groups other than amino-acyl groups |
2.5e-05 |
11 |
3.9 |
276 |
42 |
4566 |
carbon-oxygen lyase activity |
2.6e-05 |
10 |
3.6 |
276 |
35 |
4566 |
glutathione transferase activity |
3.1e-05 |
6 |
2.1 |
276 |
12 |
4566 |
hydro-lyase activity |
3.2e-05 |
9 |
3.2 |
276 |
29 |
4566 |
monooxygenase activity |
3.5e-05 |
8 |
2.8 |
276 |
23 |
4566 |
proteolysis and peptidolysis |
4.3e-05 |
25 |
9.0 |
276 |
176 |
4566 |
serine-type endopeptidase activity |
4.7e-05 |
14 |
5.0 |
276 |
69 |
4566 |
toxin metabolism |
4.8e-05 |
7 |
2.5 |
276 |
18 |
4566 |
serine-type peptidase activity |
6.6e-05 |
15 |
5.4 |
276 |
80 |
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 |
8.0e-05 |
5 |
1.8 |
276 |
9 |
4566 |
transaminase activity |
9.1e-05 |
6 |
2.1 |
276 |
14 |
4566 |
lipid metabolism |
0.0001 |
21 |
7.6 |
276 |
143 |
4566 |