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 550
5
Diseases
6
Unique genes
0.323
Avg. similarity score
Congenital hypoplasia of aortic arch
Most-connected disease (4 links)
Disease
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Node size = connections within this cluster · edge thickness = similarity strength · hover an edge for its details ·
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Congenital hypoplasia of aortic arch
Periportal fibrosis
Cystathionine beta-synthase deficiency
Ventricular hypertrophy
Autosomal recessive polycystic kidney disease
Member diseases (most connected first ‐ the cluster's core)
| Disease ⇵ | Connections in cluster ⇵ | Significant partners ⇵ | Curated genes ⇵ |
|---|---|---|---|
| Congenital hypoplasia of aortic arch | 4 | 4 | 1 |
| Periportal fibrosis | 4 | 4 | 1 |
| Cystathionine beta-synthase deficiency | 3 | 3 | 2 |
| Ventricular hypertrophy | 3 | 3 | 3 |
| Autosomal recessive polycystic kidney disease | 2 | 2 | 3 |
Top shared genes (genes linked to 2+ member diseases)
| Gene ⇵ | Member diseases ⇵ | Linked diseases |
|---|---|---|
| PKHD1 | 5 / 5 | Autosomal recessive polycystic kidney disease, Congenital hypoplasia of aortic arch, Cystathionine beta-synthase deficiency, Periportal fibrosis 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 ⇵ |
|---|---|---|---|---|---|
| Cysteine formation from homocysteine | Reactome | 1 / 3 | 667× | 1.50e-3 | 1.54e-2 ✓ sig. |
| Negative feedback regulation of MAPK pathway | Reactome | 1 / 6 | 334× | 2.99e-3 | 2.54e-2 ✓ sig. |
| cAMP signaling pathway | KEGG | 2 / 226 | 17.7× | 5.03e-3 | 3.66e-2 ✓ sig. |
| Frs2-mediated activation | Reactome | 1 / 12 | 167× | 5.98e-3 | 4.10e-2 ✓ sig. |
| Spry regulation of FGF signaling | Reactome | 1 / 16 | 125× | 7.97e-3 | 4.94e-2 ✓ sig. |
| VxPx cargo-targeting to cilium | Reactome | 1 / 21 | 95.3× | 1.04e-2 | 5.84e-2 |
| RAF activation | Reactome | 1 / 32 | 62.6× | 1.59e-2 | 7.50e-2 |
| Signaling by high-kinase activity BRAF mutants | Reactome | 1 / 36 | 55.6× | 1.79e-2 | 8.03e-2 |
| Thyroid cancer | KEGG | 1 / 37 | 54.1× | 1.83e-2 | 8.16e-2 |
| One carbon pool by folate | KEGG | 1 / 38 | 52.7× | 1.88e-2 | 8.28e-2 |
| Negative regulation of MAPK pathway | Reactome | 1 / 38 | 52.7× | 1.88e-2 | 8.28e-2 |
| Glycine, serine and threonine metabolism | KEGG | 1 / 40 | 50.0× | 1.98e-2 | 8.52e-2 |
| MAP2K and MAPK activation | Reactome | 1 / 40 | 50.0× | 1.98e-2 | 8.52e-2 |
| Bladder cancer | KEGG | 1 / 41 | 48.8× | 2.03e-2 | 8.65e-2 |
| Pathways of neurodegeneration - multiple diseases | KEGG | 2 / 480 | 8.3× | 2.15e-2 | 8.93e-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 ⇵ |
|---|---|---|---|---|---|
| branching morphogenesis of an epithelial tube | GO:0048754 | 2 / 29 | 215× | 3.47e-5 | 1.40e-3 ✓ sig. |
| regulation of cell adhesion | GO:0030155 | 2 / 61 | 102× | 1.56e-4 | 4.26e-3 ✓ sig. |
| metanephric distal tubule morphogenesis | GO:0072287 | 1 / 1 | 3,115× | 3.21e-4 | 7.04e-3 ✓ sig. |
| regulation of cholangiocyte proliferation | GO:1904054 | 1 / 1 | 3,115× | 3.21e-4 | 7.04e-3 ✓ sig. |
| establishment of protein localization to endoplasmic reticulum | GO:0072599 | 1 / 1 | 3,115× | 3.21e-4 | 7.04e-3 ✓ sig. |
| negative regulation of apoptotic process | GO:0043066 | 3 / 524 | 17.8× | 4.12e-4 | 8.35e-3 ✓ sig. |
| intracellular calcium ion homeostasis | GO:0006874 | 2 / 113 | 55.1× | 5.35e-4 | 9.88e-3 ✓ sig. |
| Purkinje myocyte to ventricular cardiac muscle cell signaling | GO:0086029 | 1 / 2 | 1,557× | 6.42e-4 | 1.11e-2 ✓ sig. |
| nitrogen cycle metabolic process | GO:0071941 | 1 / 2 | 1,557× | 6.42e-4 | 1.11e-2 ✓ sig. |
| cysteine biosynthetic process from serine | GO:0006535 | 1 / 2 | 1,557× | 6.42e-4 | 1.11e-2 ✓ sig. |
| sulfur compound biosynthetic process | GO:0044272 | 1 / 2 | 1,557× | 6.42e-4 | 1.11e-2 ✓ sig. |
| animal organ morphogenesis | GO:0009887 | 2 / 130 | 47.9× | 7.07e-4 | 1.19e-2 ✓ sig. |
| kidney development | GO:0001822 | 2 / 146 | 42.7× | 8.91e-4 | 1.37e-2 ✓ sig. |
| calcium ion transmembrane transport | GO:0070588 | 2 / 149 | 41.8× | 9.28e-4 | 1.41e-2 ✓ sig. |
| positive T cell selection | GO:0043368 | 1 / 3 | 1,038× | 9.63e-4 | 1.42e-2 ✓ sig. |
Pairs within this cluster, by significance
| Disease A ⇵ | Disease B ⇵ | Similarity score ⇵ | Shared genes ⇵ | P-value ⇵ | FDR q-value ⇵ |
|---|---|---|---|---|---|
| Congenital hypoplasia of aortic arch | Periportal fibrosis | 0.500 | 1 | 6.46e-5 | 1.98e-4 ✓ sig. |
| Congenital hypoplasia of aortic arch | Cystathionine beta-synthase deficiency | 0.333 | 1 | 1.29e-4 | 3.27e-4 ✓ sig. |
| Congenital hypoplasia of aortic arch | Ventricular hypertrophy | 0.333 | 1 | 1.29e-4 | 3.27e-4 ✓ sig. |
| Cystathionine beta-synthase deficiency | Periportal fibrosis | 0.333 | 1 | 1.29e-4 | 3.27e-4 ✓ sig. |
| Periportal fibrosis | Ventricular hypertrophy | 0.333 | 1 | 1.29e-4 | 3.27e-4 ✓ sig. |
| Autosomal recessive polycystic kidney disease | Congenital hypoplasia of aortic arch | 0.250 | 1 | 1.94e-4 | 4.41e-4 ✓ sig. |
| Autosomal recessive polycystic kidney disease | Periportal fibrosis | 0.250 | 1 | 1.94e-4 | 4.41e-4 ✓ sig. |
| Cystathionine beta-synthase deficiency | Ventricular hypertrophy | 0.250 | 1 | 2.58e-4 | 5.38e-4 ✓ sig. |