Disease Clusters?
Groups of diseases that share a large number of curated genes with each other, computed via label propagation over the shared-gene similarity graph. See also Shared-Gene Disease Pairs for pairwise comparisons.
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Cluster 555
5
Diseases
4
Unique genes
0.302
Avg. similarity score
Apnea
Most-connected disease (4 links)
Disease
Pinned (dragged)
Node size = connections within this cluster · edge thickness = similarity strength · hover an edge for its details ·
click a node to select it and show its pairs below (double-click or Ctrl/⌘-click opens the disease page) ·
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Member diseases (most connected first ‐ the cluster's core)
| Disease ⇵ | Connections in cluster ⇵ | Significant partners ⇵ | Curated genes ⇵ |
|---|---|---|---|
| Apnea | 4 | 4 | 3 |
| Butyrylcholinesterase deficiency | 3 | 3 | 1 |
| Paresis | 3 | 3 | 2 |
| Trismus | 3 | 3 | 1 |
| Periodic fever, menstrual cycle-dependent | 1 | 1 | 1 |
Top shared genes (genes linked to 2+ member diseases)
| Gene ⇵ | Member diseases ⇵ | Linked diseases |
|---|---|---|
| BCHE | 4 / 5 | Apnea, Butyrylcholinesterase deficiency, Paresis, Trismus |
| HTR1A | 2 / 5 | Apnea, Periodic fever, menstrual cycle-dependent |
What do these columns mean?
- Connections in cluster
- How many other members this disease has a shared-gene link to (the node size in the network above). The most-connected diseases are the cluster's core.
- Significant partners
- How many of those links are statistically significant (FDR q < 0.05).
- Curated genes
- Distinct curated genes linked to that disease in GeDiPNet.
- Member diseases (Top shared genes)
- How many of this cluster's diseases are linked to the gene, out of the cluster's total. Genes shared by many members are the most direct explanation of why they group together.
- Overlap genes (x / y)
- x = genes shared between this cluster and the pathway/GO term; y = that pathway/GO term's total gene count. A higher x relative to y (and to the cluster's own size) means a tighter biological match.
- Cluster gene count
- Total distinct genes across every disease in this cluster -- the "n" used in the significance test below.
- Fold enrichment
- Observed overlap divided by the overlap expected by chance, given the cluster's gene count, the pathway/term's size and the gene universe tested. 5× means five times more shared genes than random. Tells strong hits apart when q-values are all vanishingly small.
- P-value / FDR q-value
- Is this pathway/GO term's overlap with the cluster more than chance? Upper-tail hypergeometric test, Benjamini-Hochberg corrected across every tested pathway/term (prefer the q-value -- it accounts for testing many at once).
- Shared genes (Pairs within this cluster)
- Number of curated genes the two diseases in that row have in common.
- Similarity score (Pairs within this cluster)
- Jaccard-based gene overlap between the two specific diseases in that row -- same metric as the main Shared-Gene Disease Pairs page.
Enriched Pathways (why this cluster is grouped, biologically)
| Pathway ⇵ | Source ⇵ | Overlap genes ⇵ | Fold enrichment ⇵ | P-value ⇵ | FDR q-value ⇵ |
|---|---|---|---|---|---|
| Defective SLC6A5 causes hyperekplexia 3 (HKPX3) | Reactome | 1 / 1 | 3,003× | 3.33e-4 | 4.88e-3 ✓ sig. |
| Neurotransmitter clearance | Reactome | 1 / 4 | 751× | 1.33e-3 | 1.41e-2 ✓ sig. |
| Serotonin receptors | Reactome | 1 / 12 | 250× | 3.99e-3 | 3.12e-2 ✓ sig. |
| Dissolution of Fibrin Clot | Reactome | 1 / 13 | 231× | 4.32e-3 | 3.30e-2 ✓ sig. |
| Na+/Cl- dependent neurotransmitter transporters | Reactome | 1 / 19 | 158× | 6.31e-3 | 4.25e-2 ✓ sig. |
| Synthesis, secretion, and deacylation of Ghrelin | Reactome | 1 / 19 | 158× | 6.31e-3 | 4.25e-2 ✓ sig. |
| Synthesis of PC | Reactome | 1 / 28 | 107× | 9.29e-3 | 5.43e-2 |
| Signaling by PDGF | Reactome | 1 / 33 | 91.0× | 1.09e-2 | 6.01e-2 |
| Synaptic vesicle cycle | KEGG | 1 / 79 | 38.0× | 2.61e-2 | 9.99e-2 |
| Taste transduction | KEGG | 1 / 86 | 34.9× | 2.83e-2 | 1.05e-1 |
| Complement and coagulation cascades | KEGG | 1 / 88 | 34.1× | 2.90e-2 | 1.06e-1 |
| Prostate cancer | KEGG | 1 / 98 | 30.6× | 3.22e-2 | 1.13e-1 |
| Serotonergic synapse | KEGG | 1 / 115 | 26.1× | 3.78e-2 | 1.23e-1 |
| Apelin signaling pathway | KEGG | 1 / 140 | 21.4× | 4.58e-2 | 1.38e-1 |
| Fluid shear stress and atherosclerosis | KEGG | 1 / 141 | 21.3× | 4.61e-2 | 1.38e-1 |
Enriched GO Terms (Biological Process, a second line of biological evidence)
| GO term ⇵ | GO ID ⇵ | Overlap genes ⇵ | Fold enrichment ⇵ | P-value ⇵ | FDR q-value ⇵ |
|---|---|---|---|---|---|
| cocaine metabolic process | GO:0050783 | 1 / 1 | 4,672× | 2.14e-4 | 5.31e-3 ✓ sig. |
| regulation of serotonin secretion | GO:0014062 | 1 / 2 | 2,336× | 4.28e-4 | 8.53e-3 ✓ sig. |
| acetylcholine catabolic process | GO:0006581 | 1 / 2 | 2,336× | 4.28e-4 | 8.53e-3 ✓ sig. |
| trans-synaptic signaling by BDNF, modulating synaptic transmission | GO:0099183 | 1 / 3 | 1,557× | 6.42e-4 | 1.11e-2 ✓ sig. |
| choline metabolic process | GO:0019695 | 1 / 3 | 1,557× | 6.42e-4 | 1.11e-2 ✓ sig. |
| synaptic transmission, glycinergic | GO:0060012 | 1 / 3 | 1,557× | 6.42e-4 | 1.11e-2 ✓ sig. |
| regulation of hormone secretion | GO:0046883 | 1 / 4 | 1,168× | 8.56e-4 | 1.33e-2 ✓ sig. |
| chemical synaptic transmission | GO:0007268 | 2 / 236 | 39.6× | 9.37e-4 | 1.42e-2 ✓ sig. |
| glycine import across plasma membrane | GO:1903804 | 1 / 5 | 934× | 1.07e-3 | 1.51e-2 ✓ sig. |
| prevention of polyspermy | GO:0060468 | 1 / 6 | 779× | 1.28e-3 | 1.67e-2 ✓ sig. |
| negative regulation of plasminogen activation | GO:0010757 | 1 / 7 | 667× | 1.50e-3 | 1.82e-2 ✓ sig. |
| neuroblast differentiation | GO:0014016 | 1 / 7 | 667× | 1.50e-3 | 1.82e-2 ✓ sig. |
| response to folic acid | GO:0051593 | 1 / 8 | 584× | 1.71e-3 | 1.96e-2 ✓ sig. |
| regulation of dopamine metabolic process | GO:0042053 | 1 / 9 | 519× | 1.93e-3 | 2.07e-2 ✓ sig. |
| smooth muscle cell migration | GO:0014909 | 1 / 9 | 519× | 1.93e-3 | 2.07e-2 ✓ sig. |
Pairs within this cluster, by significance
| Disease A ⇵ | Disease B ⇵ | Similarity score ⇵ | Shared genes ⇵ | P-value ⇵ | FDR q-value ⇵ |
|---|---|---|---|---|---|
| Butyrylcholinesterase deficiency | Trismus | 0.500 | 1 | 6.46e-5 | 1.98e-4 ✓ sig. |
| Butyrylcholinesterase deficiency | Paresis | 0.333 | 1 | 1.29e-4 | 3.27e-4 ✓ sig. |
| Paresis | Trismus | 0.333 | 1 | 1.29e-4 | 3.27e-4 ✓ sig. |
| Apnea | Periodic fever, menstrual cycle-dependent | 0.250 | 1 | 1.94e-4 | 4.41e-4 ✓ sig. |
| Apnea | Butyrylcholinesterase deficiency | 0.250 | 1 | 1.94e-4 | 4.41e-4 ✓ sig. |
| Apnea | Trismus | 0.250 | 1 | 1.94e-4 | 4.41e-4 ✓ sig. |
| Apnea | Paresis | 0.200 | 1 | 3.87e-4 | 7.33e-4 ✓ sig. |