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 328
6
Diseases
17
Unique genes
0.183
Avg. similarity score
Sebastian syndrome
Most-connected disease (4 links)
Disease
Searched: Autosomal dominant sensorineural deafness
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Node size = connections within this cluster · edge thickness = similarity strength · hover an edge for its details ·
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Autosomal dominant sensorineural deafness
Sebastian syndrome
macrothrombocytopenia and granulocyte inclusions with or without nephritis or sensorineural hearing loss
Lobular carcinoma
Renal hypertension
Hearing loss with hypertrophic cardiomyopathy
Member diseases (most connected first ‐ the cluster's core)
| Disease ⇵ | Connections in cluster ⇵ | Significant partners ⇵ | Curated genes ⇵ |
|---|---|---|---|
| Sebastian syndrome | 4 | 4 | 1 |
| macrothrombocytopenia and granulocyte inclusions with or without nephritis or sensorineural hearing loss | 4 | 4 | 1 |
| Autosomal dominant sensorineural deafness | 3 | 3 | 6 |
| Lobular carcinoma | 2 | 2 | 6 |
| Renal hypertension | 2 | 2 | 7 |
| Hearing loss with hypertrophic cardiomyopathy | 1 | 1 | 1 |
Top shared genes (genes linked to 2+ member diseases)
| Gene ⇵ | Member diseases ⇵ | Linked diseases |
|---|---|---|
| MYH9 | 5 / 6 | Autosomal dominant sensorineural deafness, Lobular carcinoma, macrothrombocytopenia and granulocyte inclusions with or without nephritis or sensorineural hearing loss, Renal hypertension and 1 more |
| MYO6 | 2 / 6 | Autosomal dominant sensorineural deafness, Hearing loss with hypertrophic cardiomyopathy |
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 ⇵ |
|---|---|---|---|---|---|
| Vascular smooth muscle contraction | KEGG | 4 / 134 | 21.1× | 3.15e-5 | 8.84e-4 ✓ sig. |
| Synthesis of epoxy (EET) and dihydroxyeicosatrienoic acids (DHET) | Reactome | 2 / 8 | 177× | 5.25e-5 | 1.35e-3 ✓ sig. |
| Lipid and atherosclerosis | KEGG | 4 / 216 | 13.1× | 2.01e-4 | 3.96e-3 ✓ sig. |
| Hormone signaling | KEGG | 4 / 219 | 12.9× | 2.12e-4 | 4.13e-3 ✓ sig. |
| Renin-angiotensin system | KEGG | 2 / 23 | 61.4× | 4.69e-4 | 7.75e-3 ✓ sig. |
| RHO GTPases activate PAKs | Reactome | 2 / 23 | 61.4× | 4.69e-4 | 7.75e-3 ✓ sig. |
| Xenobiotics | Reactome | 2 / 24 | 58.9× | 5.11e-4 | 8.26e-3 ✓ sig. |
| Linoleic acid metabolism | KEGG | 2 / 30 | 47.1× | 8.01e-4 | 1.18e-2 ✓ sig. |
| Pathogenic Escherichia coli infection | KEGG | 3 / 200 | 10.6× | 2.60e-3 | 2.84e-2 ✓ sig. |
| Signaling by Leptin | Reactome | 1 / 2 | 353× | 2.83e-3 | 3.00e-2 ✓ sig. |
| Arachidonic acid metabolism | KEGG | 2 / 63 | 22.4× | 3.50e-3 | 3.48e-2 ✓ sig. |
| Renin secretion | KEGG | 2 / 69 | 20.5× | 4.18e-3 | 3.94e-2 ✓ sig. |
| Aldosterone synthesis and secretion | KEGG | 2 / 98 | 14.4× | 8.28e-3 | 6.22e-2 |
| Biosynthesis of maresin-like SPMs | Reactome | 1 / 6 | 118× | 8.46e-3 | 6.31e-2 |
| AGE-RAGE signaling pathway in diabetic complications | KEGG | 2 / 101 | 14.0× | 8.77e-3 | 6.46e-2 |
Enriched GO Terms (Biological Process, a second line of biological evidence)
| GO term ⇵ | GO ID ⇵ | Overlap genes ⇵ | Fold enrichment ⇵ | P-value ⇵ | FDR q-value ⇵ |
|---|---|---|---|---|---|
| G protein-coupled receptor signaling pathway coupled to cGMP nucleotide second messenger | GO:0007199 | 2 / 2 | 1,099× | 7.79e-7 | 6.82e-5 ✓ sig. |
| negative regulation of neurotrophin TRK receptor signaling pathway | GO:0051387 | 2 / 4 | 550× | 4.67e-6 | 2.89e-4 ✓ sig. |
| blood vessel diameter maintenance | GO:0097746 | 3 / 37 | 89.1× | 4.77e-6 | 2.94e-4 ✓ sig. |
| organic acid metabolic process | GO:0006082 | 2 / 8 | 275× | 2.17e-5 | 9.72e-4 ✓ sig. |
| nitric oxide-cGMP-mediated signaling | GO:0038060 | 2 / 10 | 220× | 3.49e-5 | 1.39e-3 ✓ sig. |
| regulation of blood pressure | GO:0008217 | 3 / 83 | 39.7× | 5.49e-5 | 1.97e-3 ✓ sig. |
| angiotensin-activated signaling pathway | GO:0038166 | 2 / 16 | 137× | 9.28e-5 | 2.93e-3 ✓ sig. |
| positive regulation of branching involved in ureteric bud morphogenesis | GO:0090190 | 2 / 18 | 122× | 1.18e-4 | 3.49e-3 ✓ sig. |
| epoxygenase P450 pathway | GO:0019373 | 2 / 18 | 122× | 1.18e-4 | 3.49e-3 ✓ sig. |
| actin filament-based movement | GO:0030048 | 2 / 21 | 105× | 1.62e-4 | 4.42e-3 ✓ sig. |
| positive regulation of inflammatory response | GO:0050729 | 3 / 122 | 27.0× | 1.73e-4 | 4.64e-3 ✓ sig. |
| positive regulation of extrinsic apoptotic signaling pathway | GO:2001238 | 2 / 38 | 57.9× | 5.37e-4 | 1.02e-2 ✓ sig. |
| arachidonate metabolic process | GO:0019369 | 2 / 41 | 53.6× | 6.26e-4 | 1.14e-2 ✓ sig. |
| blood vessel remodeling | GO:0001974 | 2 / 42 | 52.3× | 6.56e-4 | 1.17e-2 ✓ sig. |
| negative regulation of ventricular cardiac muscle cell action potential | GO:1903946 | 1 / 1 | 1,099× | 9.10e-4 | 1.46e-2 ✓ sig. |