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* |
4.2e-30 |
105 |
26.3 |
399 |
187 |
1945 |
Liver tissue, cancer or cell line (Liver cancer*) |
Liver cancer* |
1.8e-27 |
105 |
26.3 |
399 |
197 |
1945 |
Acute leukemia (Leukemia*) |
Leukemia* |
1.9e-27 |
121 |
14.3 |
841 |
141 |
1945 |
Cancer and cell line (Leukemia*) |
Leukemia* |
1.9e-27 |
121 |
14.3 |
841 |
141 |
1945 |
Cancer (Leukemia*) |
Leukemia* |
1.9e-27 |
121 |
14.3 |
841 |
141 |
1945 |
Hematologic cancer and cell line (Leukemia*) |
Leukemia* |
1.9e-27 |
121 |
14.3 |
841 |
141 |
1945 |
Hematologic cancer (Leukemia*) |
Leukemia* |
1.9e-27 |
121 |
14.3 |
841 |
141 |
1945 |
Hematologic samples and cell lines (Leukemia*) |
Leukemia* |
1.9e-27 |
121 |
14.3 |
841 |
141 |
1945 |
Leukemia (Leukemia*) |
Leukemia* |
1.9e-27 |
121 |
14.3 |
841 |
141 |
1945 |
Leukemia or leukemia cell line (Leukemia*) |
Leukemia* |
1.9e-27 |
121 |
14.3 |
841 |
141 |
1945 |
Monocytes (Leukemia*) |
Leukemia* |
1.9e-27 |
121 |
14.3 |
841 |
141 |
1945 |
Non-tumor liver tissue (Liver cancer) |
Liver cancer |
1.2e-24 |
72 |
68.5 |
105 |
76 |
207 |
Hematologic cancer and cell line (Stimulated PBMC) |
Stimulated PBMC |
1.8e-23 |
30 |
66.6 |
45 |
30 |
182 |
Macrophages (Stimulated PBMC) |
Stimulated PBMC |
1.8e-23 |
30 |
66.6 |
45 |
30 |
182 |
Hematologic samples (Stimulated PBMC*) |
Stimulated PBMC* |
6.9e-21 |
81 |
20.3 |
399 |
152 |
1945 |
Lymphocytes (Stimulated PBMC*) |
Stimulated PBMC* |
6.9e-21 |
81 |
20.3 |
399 |
152 |
1945 |
Primary blood mononuclear cells (Stimulated PBMC*) |
Stimulated PBMC* |
6.9e-21 |
81 |
20.3 |
399 |
152 |
1945 |
Hepatitis infected liver (Liver cancer*) |
Liver cancer* |
1.2e-20 |
82 |
20.5 |
399 |
156 |
1945 |
Cancer and cell line (Liver cancer) |
Liver cancer |
2.6e-20 |
77 |
97.4 |
79 |
126 |
207 |
Hematologic samples and cell lines (Stimulated PBMC*) |
Stimulated PBMC* |
9.5e-15 |
81 |
20.3 |
399 |
182 |
1945 |
Monocytes (Stimulated PBMC*) |
Stimulated PBMC* |
9.5e-15 |
81 |
20.3 |
399 |
182 |
1945 |
Stimulated immune cells (Stimulated PBMC*) |
Stimulated PBMC* |
5.6e-13 |
66 |
16.5 |
399 |
143 |
1945 |
Cancer and cell line (Lung cancer*) |
Lung cancer* |
8.6e-12 |
159 |
18.9 |
841 |
252 |
1945 |
Cancer (Lung cancer*) |
Lung cancer* |
8.6e-12 |
159 |
18.9 |
841 |
252 |
1945 |
Cancer (Liver cancer) |
Liver cancer |
6.6e-11 |
66 |
83.5 |
79 |
115 |
207 |
Lung cancer (Lung cancer*) |
Lung cancer* |
1.1e-10 |
149 |
17.7 |
841 |
238 |
1945 |
Lung cancer or cell line (Lung cancer*) |
Lung cancer* |
1.1e-10 |
149 |
17.7 |
841 |
238 |
1945 |
Cancer and cell line (Various tumors*) |
Various tumors* |
5.0e-10 |
76 |
9.0 |
841 |
105 |
1945 |
Cancer (Various tumors*) |
Various tumors* |
5.0e-10 |
76 |
9.0 |
841 |
105 |
1945 |
Activated B like DLBCL (B lymphoma) |
B lymphoma |
3.6e-09 |
18 |
45 |
40 |
30 |
245 |
Lung tissue, cancer or cell line (Lung cancer*) |
Lung cancer* |
1.8e-08 |
162 |
19.2 |
841 |
276 |
1945 |
Non small cell lung cancer and cell line (Lung cancer*) |
Lung cancer* |
2.5e-07 |
123 |
14.6 |
841 |
205 |
1945 |
Non small cell lung cancer (Lung cancer*) |
Lung cancer* |
2.5e-07 |
123 |
14.6 |
841 |
205 |
1945 |
B. petrussis stimulated immune cells (Stimulated PBMC) |
Stimulated PBMC |
4.8e-07 |
26 |
86.6 |
30 |
67 |
144 |
Hepatocellular carcinoma (Liver cancer) |
Liver cancer |
5.6e-07 |
57 |
72.1 |
79 |
104 |
207 |
Cell line (Breast cancer) |
Breast cancer |
9.1e-07 |
20 |
46.5 |
43 |
30 |
152 |
Breast cancer cell line (Breast cancer) |
Breast cancer |
1.2e-06 |
14 |
32.5 |
43 |
17 |
152 |
Breast tissue or cancer (Breast cancer*) |
Breast cancer* |
1.5e-06 |
46 |
11.5 |
399 |
118 |
1945 |
Female hormonal tissue or cancer (Breast cancer*) |
Breast cancer* |
1.5e-06 |
46 |
11.5 |
399 |
118 |
1945 |
Adenocarcinoma (Breast cancer*) |
Breast cancer* |
2.0e-06 |
44 |
11.0 |
399 |
112 |
1945 |
Breast cancer (Breast cancer*) |
Breast cancer* |
2.0e-06 |
44 |
11.0 |
399 |
112 |
1945 |
Cancer (Breast cancer*) |
Breast cancer* |
2.0e-06 |
44 |
11.0 |
399 |
112 |
1945 |
Female hormonal cancer (Breast cancer*) |
Breast cancer* |
2.0e-06 |
44 |
11.0 |
399 |
112 |
1945 |
Adenocarcinoma (Liver cancer) |
Liver cancer |
3.9e-06 |
53 |
67.0 |
79 |
97 |
207 |
Invasive liver tumor (Liver cancer) |
Liver cancer |
5.7e-06 |
27 |
34.1 |
79 |
38 |
207 |
Diffuse large B cell lymphoma - DLBCL (B lymphoma) |
B lymphoma |
1.0e-05 |
33 |
82.5 |
40 |
126 |
245 |
Chronic lymphocytic leukemia (B lymphoma) |
B lymphoma |
1.2e-05 |
32 |
32 |
100 |
46 |
245 |
Leukemia (B lymphoma) |
B lymphoma |
1.2e-05 |
32 |
32 |
100 |
46 |
245 |
Leukemia or leukemia cell line (B lymphoma) |
B lymphoma |
1.2e-05 |
32 |
32 |
100 |
46 |
245 |
Cell line (Liver cancer) |
Liver cancer |
1.5e-05 |
11 |
13.9 |
79 |
11 |
207 |
Female hormonal cancer cell line (Breast cancer) |
Breast cancer |
1.7e-05 |
12 |
27.9 |
43 |
15 |
152 |
Gram negative bacteria stimulated immune cells (Stimulated PBMC) |
Stimulated PBMC |
3.4e-05 |
26 |
86.6 |
30 |
78 |
144 |
Liver cancer cell line (Liver cancer) |
Liver cancer |
4.5e-05 |
10 |
12.6 |
79 |
10 |
207 |
Normal tissue (Liver cancer) |
Liver cancer |
4.7e-05 |
14 |
13.3 |
105 |
14 |
207 |
B cells (Leukemia) |
Leukemia |
5.9e-05 |
61 |
50.4 |
121 |
62 |
141 |
Diffuse large B cell lymphoma tumor or cell line (B lymphoma) |
B lymphoma |
6.5e-05 |
33 |
82.5 |
40 |
134 |
245 |
Female hormonal cancer or cell line (Breast cancer*) |
Breast cancer* |
8.7e-05 |
44 |
11.0 |
399 |
127 |
1945 |
Breast cancer or cell line (Breast cancer*) |
Breast cancer* |
0.0001 |
44 |
11.0 |
399 |
128 |
1945 |
Hematologic cancer and cell line (Stimulated immune*) |
Stimulated immune* |
0.0001 |
23 |
5.7 |
399 |
53 |
1945 |
Hematologic samples and cell lines (Stimulated immune*) |
Stimulated immune* |
0.0001 |
23 |
5.7 |
399 |
53 |
1945 |
Macrophages (Stimulated immune*) |
Stimulated immune* |
0.0001 |
23 |
5.7 |
399 |
53 |
1945 |
Monocytes (Stimulated immune*) |
Stimulated immune* |
0.0001 |
23 |
5.7 |
399 |
53 |
1945 |
Squamous cell lung cancer (Lung cancer) |
Lung cancer |
0.0002 |
30 |
18.5 |
162 |
35 |
276 |
B. petrussis 537 stimulated immune cells (Stimulated PBMC) |
Stimulated PBMC |
0.0002 |
5 |
16.6 |
30 |
5 |
144 |
B. petrussis A2 stimulated immune cells (Stimulated PBMC) |
Stimulated PBMC |
0.0002 |
5 |
16.6 |
30 |
5 |
144 |
B. petrussis Tox 6 stimulated immune cells (Stimulated PBMC) |
Stimulated PBMC |
0.0002 |
5 |
16.6 |
30 |
5 |
144 |
Female hormonal tissue, cancer or cell line (Breast cancer*) |
Breast cancer* |
0.0003 |
46 |
11.5 |
399 |
141 |
1945 |
Breast tissue, cancer or cell line (Breast cancer*) |
Breast cancer* |
0.0003 |
46 |
11.5 |
399 |
142 |
1945 |
Acute lymphocytic leukemia (Leukemia) |
Leukemia |
0.0003 |
93 |
72.0 |
129 |
99 |
149 |
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 |
response to biotic stimulus |
0 |
395 |
100 |
395 |
600 |
4566 |
immune response |
5.9e-264 |
304 |
76.9 |
395 |
469 |
4566 |
response to stress |
1.8e-201 |
325 |
82.2 |
395 |
792 |
4566 |
defense response |
2.0e-104 |
156 |
39.4 |
395 |
272 |
4566 |
response to pest/pathogen/parasite |
1.6e-99 |
121 |
30.6 |
395 |
163 |
4566 |
lymphocyte activation |
2.4e-69 |
113 |
28.6 |
395 |
209 |
4566 |
T-cell activation |
1.0e-68 |
112 |
28.3 |
395 |
207 |
4566 |
humoral immune response |
2.9e-68 |
86 |
21.7 |
395 |
118 |
4566 |
signal transducer activity |
5.6e-48 |
215 |
54.4 |
395 |
1026 |
4566 |
defense/immunity protein activity |
9.2e-40 |
61 |
15.4 |
395 |
103 |
4566 |
receptor binding |
1.6e-39 |
91 |
23.0 |
395 |
235 |
4566 |
humoral defense mechanism (sensu Invertebrata) |
1.7e-33 |
47 |
11.8 |
395 |
72 |
4566 |
chemokine receptor binding |
1.5e-31 |
32 |
8.1 |
395 |
35 |
4566 |
inflammatory response |
3.7e-31 |
55 |
13.9 |
395 |
108 |
4566 |
chemotaxis |
1.8e-30 |
45 |
11.3 |
395 |
73 |
4566 |
energy taxis |
4.2e-30 |
45 |
11.3 |
395 |
74 |
4566 |
cellular defense response |
1.1e-29 |
37 |
9.3 |
395 |
50 |
4566 |
taxis |
2.2e-29 |
45 |
11.3 |
395 |
76 |
4566 |
thermoregulation |
1.0e-28 |
52 |
13.1 |
395 |
105 |
4566 |
cell-cell signaling |
4.7e-27 |
69 |
17.4 |
395 |
194 |
4566 |
complement activation |
3.1e-26 |
25 |
6.3 |
395 |
26 |
4566 |
receptor activity |
5.9e-26 |
126 |
31.8 |
395 |
582 |
4566 |
transmembrane receptor activity |
2.2e-25 |
107 |
27.0 |
395 |
448 |
4566 |
regulation of complement activation |
3.7e-25 |
24 |
6.0 |
395 |
25 |
4566 |
secretion |
8.7e-24 |
73 |
18.4 |
395 |
240 |
4566 |
signal transduction |
1.4e-22 |
150 |
37.9 |
395 |
831 |
4566 |
cell communication |
1.6e-22 |
172 |
43.5 |
395 |
1030 |
4566 |
regulation of T-cell proliferation |
3.4e-22 |
37 |
9.3 |
395 |
69 |
4566 |
complement activation\, classical pathway |
5.8e-22 |
21 |
5.3 |
395 |
22 |
4566 |
lymphocyte proliferation |
6.7e-22 |
37 |
9.3 |
395 |
70 |
4566 |
positive regulation of cell proliferation |
2.3e-21 |
36 |
9.1 |
395 |
68 |
4566 |
extracellular space |
3.1e-19 |
62 |
15.6 |
395 |
212 |
4566 |
cytokine activity |
7.5e-18 |
31 |
7.8 |
395 |
61 |
4566 |
complement activity |
1.0e-17 |
17 |
4.3 |
395 |
18 |
4566 |
growth factor activity |
2.0e-15 |
36 |
9.1 |
395 |
95 |
4566 |
integral to plasma membrane |
1.6e-13 |
105 |
26.5 |
395 |
612 |
4566 |
response to viruses |
2.3e-12 |
14 |
3.5 |
395 |
18 |
4566 |
complement activation\, alternative pathway |
2.1e-11 |
10 |
2.5 |
395 |
10 |
4566 |
hematopoietin/interferon-class (D200-domain) cytokine receptor activity |
2.9e-11 |
20 |
5.0 |
395 |
42 |
4566 |
response to extracellular stimulus |
1.1e-10 |
85 |
21.5 |
395 |
500 |
4566 |
host-pathogen interaction |
1.5e-10 |
46 |
11.6 |
395 |
198 |
4566 |
calcium ion homeostasis |
1.9e-10 |
12 |
3.0 |
395 |
16 |
4566 |
acute-phase response |
2.1e-10 |
10 |
2.5 |
395 |
11 |
4566 |
antigen presentation\, peptide antigen |
5.1e-10 |
11 |
2.7 |
395 |
14 |
4566 |
antigen processing |
5.1e-10 |
11 |
2.7 |
395 |
14 |
4566 |
cell surface receptor linked signal transduction |
8.8e-10 |
53 |
13.4 |
395 |
259 |
4566 |
immunoglobulin receptor activity |
1.9e-09 |
14 |
3.5 |
395 |
25 |
4566 |
response to pathogenic bacteria |
2.3e-09 |
9 |
2.2 |
395 |
10 |
4566 |
metal ion homeostasis |
4.0e-09 |
15 |
3.7 |
395 |
30 |
4566 |
cation homeostasis |
7.2e-09 |
15 |
3.7 |
395 |
31 |
4566 |
interleukin receptor activity |
1.3e-08 |
14 |
3.5 |
395 |
28 |
4566 |
cell ion homeostasis |
2.1e-08 |
15 |
3.7 |
395 |
33 |
4566 |
MHC class I receptor activity |
2.4e-08 |
8 |
2.0 |
395 |
9 |
4566 |
interleukin binding |
2.4e-08 |
13 |
3.2 |
395 |
25 |
4566 |
cell death |
5.8e-08 |
32 |
8.1 |
395 |
134 |
4566 |
conjugation without cellular fusion |
1.2e-07 |
34 |
8.6 |
395 |
152 |
4566 |
death |
1.9e-07 |
58 |
14.6 |
395 |
342 |
4566 |
antiviral response protein activity |
2.3e-07 |
10 |
2.5 |
395 |
17 |
4566 |
antigen presentation\, endogenous antigen |
2.5e-07 |
7 |
1.7 |
395 |
8 |
4566 |
antigen processing\, endogenous antigen via MHC class I |
2.5e-07 |
7 |
1.7 |
395 |
8 |
4566 |
antimicrobial peptide activity |
7.8e-07 |
12 |
3.0 |
395 |
27 |
4566 |
tumor necrosis factor receptor binding |
1.0e-06 |
8 |
2.0 |
395 |
12 |
4566 |
cytolysis |
1.6e-06 |
9 |
2.2 |
395 |
16 |
4566 |
heterophilic cell adhesion |
1.9e-06 |
15 |
3.7 |
395 |
44 |
4566 |
antigen binding |
2.6e-06 |
6 |
1.5 |
395 |
7 |
4566 |
lymphocyte antigen |
2.6e-06 |
6 |
1.5 |
395 |
7 |
4566 |
porin activity |
2.8e-06 |
42 |
10.6 |
395 |
235 |
4566 |
heparin binding |
2.9e-06 |
14 |
3.5 |
395 |
40 |
4566 |
Fc receptor activity |
3.2e-06 |
7 |
1.7 |
395 |
10 |
4566 |
carbohydrate binding |
4.0e-06 |
16 |
4.0 |
395 |
52 |
4566 |
antibacterial peptide activity |
9.7e-06 |
6 |
1.5 |
395 |
8 |
4566 |
glycosaminoglycan binding |
1.0e-05 |
14 |
3.5 |
395 |
44 |
4566 |
binding |
1.4e-05 |
131 |
33.1 |
395 |
1103 |
4566 |
sugar binding |
1.5e-05 |
15 |
3.7 |
395 |
51 |
4566 |
transmembrane receptor protein tyrosine kinase signaling protein activity |
1.8e-05 |
17 |
4.3 |
395 |
64 |
4566 |
G-protein coupled receptor protein signaling pathway |
4.5e-05 |
40 |
10.1 |
395 |
245 |
4566 |
innate immune response |
5.5e-05 |
4 |
1.0 |
395 |
4 |
4566 |
coreceptor activity |
6.2e-05 |
6 |
1.5 |
395 |
10 |
4566 |
G-protein chemoattractant receptor activity |
6.9e-05 |
7 |
1.7 |
395 |
14 |
4566 |
response to starvation |
6.9e-05 |
7 |
1.7 |
395 |
14 |
4566 |
interleukin-1\, Type I\, activating receptor activity |
8.5e-05 |
5 |
1.2 |
395 |
7 |
4566 |
cellular morphogenesis |
9.3e-05 |
8 |
2.0 |
395 |
19 |
4566 |
cytosolic calcium ion concentration elevation |
9.9e-05 |
9 |
2.2 |
395 |
24 |
4566 |
feeding behavior |
0.0001 |
7 |
1.7 |
395 |
15 |
4566 |
invasive growth |
0.0001 |
7 |
1.7 |
395 |
15 |
4566 |
viral host cell process manipulation |
0.0001 |
21 |
5.3 |
395 |
102 |
4566 |