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 491
6
Diseases
2
Unique genes
0.444
Avg. similarity score
Congenital aortic valve atresia
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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Congenital aortic valve atresia
Congenital mitral valve atresia
Intellectual developmental disorder language autism
Intellectual developmental disorder seizures hypotonia skeletal
Intellectual developmental disorder with language impairment and with or without autistic features
Mental retardation with language impairment and autistic features
Member diseases (most connected first ‐ the cluster's core)
| Disease ⇵ | Connections in cluster ⇵ | Significant partners ⇵ | Curated genes ⇵ |
|---|---|---|---|
| Congenital aortic valve atresia | 5 | 5 | 1 |
| Congenital mitral valve atresia | 5 | 5 | 1 |
| Intellectual developmental disorder language autism | 5 | 5 | 1 |
| Intellectual developmental disorder seizures hypotonia skeletal | 5 | 5 | 2 |
| Intellectual developmental disorder with language impairment and with or without autistic features | 5 | 5 | 1 |
| Mental retardation with language impairment and autistic features | 5 | 5 | 1 |
Top shared genes (genes linked to 2+ member diseases)
| Gene ⇵ | Member diseases ⇵ | Linked diseases |
|---|---|---|
| FOXP1 | 6 / 6 | Congenital aortic valve atresia, Congenital mitral valve atresia, Intellectual developmental disorder language autism, Intellectual developmental disorder seizures hypotonia skeletal and 2 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 ⇵ |
|---|---|---|---|---|---|
| Attachment of GPI anchor to uPAR | Reactome | 1 / 7 | 858× | 1.17e-3 | 1.27e-2 ✓ sig. |
| Transcriptional regulation of pluripotent stem cells | Reactome | 1 / 17 | 353× | 2.83e-3 | 2.44e-2 ✓ sig. |
| Glycosylphosphatidylinositol (GPI)-anchor biosynthesis | KEGG | 1 / 30 | 200× | 4.99e-3 | 3.64e-2 ✓ sig. |
| MicroRNAs in cancer | KEGG | 1 / 311 | 19.3× | 5.11e-2 | 1.47e-1 |
| Metabolic pathways | KEGG | 1 / 1,563 | 3.8× | 2.43e-1 | 3.76e-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 ⇵ |
|---|---|---|---|---|---|
| regulation of macrophage colony-stimulating factor production | GO:1901256 | 1 / 1 | 9,344× | 1.07e-4 | 3.25e-3 ✓ sig. |
| positive regulation of interleukin-21 production | GO:0032745 | 1 / 2 | 4,672× | 2.14e-4 | 5.31e-3 ✓ sig. |
| regulation of monocyte differentiation | GO:0045655 | 1 / 2 | 4,672× | 2.14e-4 | 5.31e-3 ✓ sig. |
| regulation of defense response to bacterium | GO:1900424 | 1 / 2 | 4,672× | 2.14e-4 | 5.31e-3 ✓ sig. |
| regulation of chemokine (C-X-C motif) ligand 2 production | GO:2000341 | 1 / 4 | 2,336× | 4.28e-4 | 8.53e-3 ✓ sig. |
| regulation of interleukin-12 production | GO:0032655 | 1 / 4 | 2,336× | 4.28e-4 | 8.53e-3 ✓ sig. |
| regulation of endothelial tube morphogenesis | GO:1901509 | 1 / 4 | 2,336× | 4.28e-4 | 8.53e-3 ✓ sig. |
| positive regulation of hydrogen peroxide-mediated programmed cell death | GO:1901300 | 1 / 5 | 1,869× | 5.35e-4 | 9.88e-3 ✓ sig. |
| GPI anchored protein biosynthesis | GO:0180046 | 1 / 5 | 1,869× | 5.35e-4 | 9.88e-3 ✓ sig. |
| attachment of GPI anchor to protein | GO:0016255 | 1 / 6 | 1,557× | 6.42e-4 | 1.11e-2 ✓ sig. |
| osteoclast development | GO:0036035 | 1 / 8 | 1,168× | 8.56e-4 | 1.33e-2 ✓ sig. |
| monocyte activation | GO:0042117 | 1 / 9 | 1,038× | 9.63e-4 | 1.42e-2 ✓ sig. |
| endothelial cell activation | GO:0042118 | 1 / 9 | 1,038× | 9.63e-4 | 1.42e-2 ✓ sig. |
| positive regulation of B cell receptor signaling pathway | GO:0050861 | 1 / 9 | 1,038× | 9.63e-4 | 1.42e-2 ✓ sig. |
| negative regulation of B cell apoptotic process | GO:0002903 | 1 / 11 | 849× | 1.18e-3 | 1.59e-2 ✓ sig. |