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 572
5
Diseases
10
Unique genes
0.289
Avg. similarity score
Microphthalmia syndromic type 3, optic nerve hypoplasia and abnormalities of the central nervous system
Most-connected disease (4 links)
Disease
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Microphthalmia syndromic type 3, optic nerve hypoplasia and abnormalities of the central nervous system
Microphthalmia, syndromic 3
Optic nerve hypoplasia and abnormalities of the central nervous system
Sensorineural hearing loss
Thoracic neoplasms
Member diseases (most connected first ‐ the cluster's core)
| Disease ⇵ | Connections in cluster ⇵ | Significant partners ⇵ | Curated genes ⇵ |
|---|---|---|---|
| Microphthalmia syndromic type 3, optic nerve hypoplasia and abnormalities of the central nervous system | 4 | 4 | 1 |
| Microphthalmia, syndromic 3 | 4 | 4 | 1 |
| Optic nerve hypoplasia and abnormalities of the central nervous system | 4 | 4 | 1 |
| Sensorineural hearing loss | 4 | 4 | 9 |
| Thoracic neoplasms | 4 | 4 | 2 |
Top shared genes (genes linked to 2+ member diseases)
| Gene ⇵ | Member diseases ⇵ | Linked diseases |
|---|---|---|
| SOX2 | 5 / 5 | Microphthalmia syndromic type 3, optic nerve hypoplasia and abnormalities of the central nervous system, Microphthalmia, syndromic 3, Optic nerve hypoplasia and abnormalities of the central nervous system, Sensorineural hearing loss and 1 more |
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 ⇵ |
|---|---|---|---|---|---|
| POU5F1 (OCT4), SOX2, NANOG repress genes related to differentiation | Reactome | 1 / 3 | 400× | 2.50e-3 | 2.23e-2 ✓ sig. |
| Disinhibition of SNARE formation | Reactome | 1 / 5 | 240× | 4.16e-3 | 3.21e-2 ✓ sig. |
| Netrin-1 signaling | Reactome | 1 / 8 | 150× | 6.64e-3 | 4.39e-2 ✓ sig. |
| DCC mediated attractive signaling | Reactome | 1 / 11 | 109× | 9.12e-3 | 5.37e-2 |
| Axon guidance | KEGG | 2 / 183 | 13.1× | 9.59e-3 | 5.55e-2 |
| POU5F1 (OCT4), SOX2, NANOG activate genes related to proliferation | Reactome | 1 / 13 | 92.4× | 1.08e-2 | 5.96e-2 |
| Polymerase switching | Reactome | 1 / 14 | 85.8× | 1.16e-2 | 6.22e-2 |
| Translesion synthesis by REV1 | Reactome | 1 / 16 | 75.1× | 1.32e-2 | 6.74e-2 |
| Translesion synthesis by POLK | Reactome | 1 / 17 | 70.6× | 1.41e-2 | 6.99e-2 |
| Translesion synthesis by POLI | Reactome | 1 / 17 | 70.6× | 1.41e-2 | 6.99e-2 |
| Polymerase switching on the C-strand of the telomere | Reactome | 1 / 17 | 70.6× | 1.41e-2 | 6.99e-2 |
| Transcriptional regulation of pluripotent stem cells | Reactome | 1 / 17 | 70.6× | 1.41e-2 | 6.99e-2 |
| Microtubule-dependent trafficking of connexons from Golgi to the plasma membrane | Reactome | 1 / 18 | 66.7× | 1.49e-2 | 7.22e-2 |
| Cilium Assembly | Reactome | 1 / 19 | 63.2× | 1.57e-2 | 7.46e-2 |
| Translesion Synthesis by POLH | Reactome | 1 / 19 | 63.2× | 1.57e-2 | 7.46e-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 ⇵ |
|---|---|---|---|---|---|
| pituitary gland development | GO:0021983 | 2 / 30 | 125× | 1.11e-4 | 3.34e-3 ✓ sig. |
| brain development | GO:0007420 | 3 / 244 | 23.0× | 2.47e-4 | 5.89e-3 ✓ sig. |
| inner ear development | GO:0048839 | 2 / 54 | 69.2× | 3.63e-4 | 7.69e-3 ✓ sig. |
| regulation of interleukin-18 production | GO:0032661 | 1 / 1 | 1,869× | 5.35e-4 | 9.88e-3 ✓ sig. |
| regulation of glial cell migration | GO:1903975 | 1 / 1 | 1,869× | 5.35e-4 | 9.88e-3 ✓ sig. |
| positive regulation of cell differentiation | GO:0045597 | 2 / 83 | 45.0× | 8.57e-4 | 1.33e-2 ✓ sig. |
| prolactin secreting cell differentiation | GO:0060127 | 1 / 2 | 934× | 1.07e-3 | 1.51e-2 ✓ sig. |
| regulation of myofibroblast cell apoptotic process | GO:1904520 | 1 / 2 | 934× | 1.07e-3 | 1.51e-2 ✓ sig. |
| medial motor column neuron differentiation | GO:0021526 | 1 / 2 | 934× | 1.07e-3 | 1.51e-2 ✓ sig. |
| negative regulation of Toll signaling pathway | GO:0045751 | 1 / 2 | 934× | 1.07e-3 | 1.51e-2 ✓ sig. |
| positive regulation of glucose mediated signaling pathway | GO:1902661 | 1 / 3 | 623× | 1.60e-3 | 1.88e-2 ✓ sig. |
| glial cell fate commitment | GO:0021781 | 1 / 3 | 623× | 1.60e-3 | 1.88e-2 ✓ sig. |
| chemorepulsion of axon | GO:0061643 | 1 / 3 | 623× | 1.60e-3 | 1.88e-2 ✓ sig. |
| Cdc42 protein signal transduction | GO:0032488 | 1 / 3 | 623× | 1.60e-3 | 1.88e-2 ✓ sig. |
| regulation of cell migration | GO:0030334 | 2 / 122 | 30.6× | 1.84e-3 | 2.04e-2 ✓ sig. |