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 224
7
Diseases
9
Unique genes
0.227
Avg. similarity score
22q13 monosomy syndrome
Most-connected disease (5 links)
Disease
Pinned (dragged)
Node size = connections within this cluster · edge thickness = similarity strength · hover an edge for its details ·
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22q13 monosomy syndrome
22q13.3 deletion syndrome
Urinary bladder diseases
Hyperkalemia
Ventricular outflow obstruction
phelan-mcdermid syndrome
sorsby fundus dystrophy
Member diseases (most connected first ‐ the cluster's core)
| Disease ⇵ | Connections in cluster ⇵ | Significant partners ⇵ | Curated genes ⇵ |
|---|---|---|---|
| 22q13 monosomy syndrome | 5 | 5 | 2 |
| 22q13.3 deletion syndrome | 5 | 5 | 4 |
| Urinary bladder diseases | 5 | 5 | 5 |
| Hyperkalemia | 4 | 4 | 2 |
| Ventricular outflow obstruction | 4 | 4 | 1 |
| phelan-mcdermid syndrome | 2 | 2 | 1 |
| sorsby fundus dystrophy | 1 | 1 | 1 |
Top shared genes (genes linked to 2+ member diseases)
| Gene ⇵ | Member diseases ⇵ | Linked diseases |
|---|---|---|
| INS | 5 / 7 | 22q13 monosomy syndrome, 22q13.3 deletion syndrome, Hyperkalemia, Urinary bladder diseases and 1 more |
| SHANK3 | 3 / 7 | 22q13 monosomy syndrome, 22q13.3 deletion syndrome, phelan-mcdermid syndrome |
| TIMP3 | 2 / 7 | sorsby fundus dystrophy, Urinary bladder diseases |
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 ⇵ |
|---|---|---|---|---|---|
| Ovarian steroidogenesis | KEGG | 2 / 52 | 51.3× | 6.49e-4 | 9.77e-3 ✓ sig. |
| Defective CYP17A1 causes Adrenal hyperplasia 5 (AH5) | Reactome | 1 / 1 | 1,334× | 7.49e-4 | 1.09e-2 ✓ sig. |
| Prolactin signaling pathway | KEGG | 2 / 71 | 37.6× | 1.21e-3 | 1.56e-2 ✓ sig. |
| Signaling by Insulin receptor | Reactome | 1 / 2 | 667× | 1.50e-3 | 1.85e-2 ✓ sig. |
| Insulin secretion | KEGG | 2 / 86 | 31.0× | 1.77e-3 | 2.08e-2 ✓ sig. |
| Muscarinic acetylcholine receptors | Reactome | 1 / 5 | 267× | 3.74e-3 | 3.59e-2 ✓ sig. |
| IRS activation | Reactome | 1 / 5 | 267× | 3.74e-3 | 3.59e-2 ✓ sig. |
| Insulin receptor signalling cascade | Reactome | 1 / 6 | 222× | 4.49e-3 | 4.08e-2 ✓ sig. |
| Glucocorticoid biosynthesis | Reactome | 1 / 10 | 133× | 7.47e-3 | 5.69e-2 |
| FOXO-mediated transcription of oxidative stress, metabolic and neuronal genes | Reactome | 1 / 10 | 133× | 7.47e-3 | 5.69e-2 |
| Signal attenuation | Reactome | 1 / 10 | 133× | 7.47e-3 | 5.69e-2 |
| Androgen biosynthesis | Reactome | 1 / 11 | 121× | 8.22e-3 | 6.07e-2 |
| Insulin processing | Reactome | 1 / 14 | 95.3× | 1.04e-2 | 7.05e-2 |
| Hormone signaling | KEGG | 2 / 219 | 12.2× | 1.10e-2 | 7.25e-2 |
| Extracellular matrix organization | Reactome | 1 / 15 | 89.0× | 1.12e-2 | 7.34e-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 ⇵ |
|---|---|---|---|---|---|
| positive regulation of long-term synaptic potentiation | GO:1900273 | 2 / 24 | 173× | 5.66e-5 | 1.97e-3 ✓ sig. |
| cognition | GO:0050890 | 2 / 64 | 64.9× | 4.09e-4 | 8.35e-3 ✓ sig. |
| epinephrine secretion | GO:0048242 | 1 / 1 | 2,076× | 4.82e-4 | 9.31e-3 ✓ sig. |
| regulation of protein localization | GO:0032880 | 2 / 89 | 46.7× | 7.90e-4 | 1.30e-2 ✓ sig. |
| negative regulation of glycogen catabolic process | GO:0045818 | 1 / 2 | 1,038× | 9.63e-4 | 1.47e-2 ✓ sig. |
| guanylate kinase-associated protein clustering | GO:0097117 | 1 / 2 | 1,038× | 9.63e-4 | 1.47e-2 ✓ sig. |
| positive regulation of synapse structural plasticity | GO:0051835 | 1 / 3 | 692× | 1.44e-3 | 1.87e-2 ✓ sig. |
| positive regulation of nitric-oxide synthase activity | GO:0051000 | 1 / 3 | 692× | 1.44e-3 | 1.87e-2 ✓ sig. |
| prolactin secretion | GO:0070459 | 1 / 3 | 692× | 1.44e-3 | 1.87e-2 ✓ sig. |
| olefinic compound metabolic process | GO:0120254 | 1 / 4 | 519× | 1.93e-3 | 2.20e-2 ✓ sig. |
| positive regulation of nitric oxide mediated signal transduction | GO:0010750 | 1 / 4 | 519× | 1.93e-3 | 2.20e-2 ✓ sig. |
| striatal medium spiny neuron differentiation | GO:0021773 | 1 / 4 | 519× | 1.93e-3 | 2.20e-2 ✓ sig. |
| AMPA glutamate receptor clustering | GO:0097113 | 1 / 5 | 415× | 2.41e-3 | 2.50e-2 ✓ sig. |
| NMDA glutamate receptor clustering | GO:0097114 | 1 / 5 | 415× | 2.41e-3 | 2.50e-2 ✓ sig. |
| positive regulation of dendritic spine maintenance | GO:1902952 | 1 / 5 | 415× | 2.41e-3 | 2.50e-2 ✓ sig. |