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 605
5
Diseases
4
Unique genes
0.329
Avg. similarity score
Houge janssens syndrome
Most-connected disease (4 links)
Disease
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Houge janssens syndrome
Intellectual developmental disorder growth behavioral
Intellectual developmental disorder macrocephaly hypotonia behavioral
Mental retardation, autosomal dominant 35
Neurodevelopmental disorder with macrocephaly and hypotonia, with or without seizures
Member diseases (most connected first ‐ the cluster's core)
| Disease ⇵ | Connections in cluster ⇵ | Significant partners ⇵ | Curated genes ⇵ |
|---|---|---|---|
| Houge janssens syndrome | 4 | 4 | 4 |
| Intellectual developmental disorder growth behavioral | 3 | 3 | 1 |
| Intellectual developmental disorder macrocephaly hypotonia behavioral | 3 | 3 | 1 |
| Mental retardation, autosomal dominant 35 | 3 | 3 | 1 |
| Neurodevelopmental disorder with macrocephaly and hypotonia, with or without seizures | 1 | 1 | 1 |
Top shared genes (genes linked to 2+ member diseases)
| Gene ⇵ | Member diseases ⇵ | Linked diseases |
|---|---|---|
| PPP2R5D | 4 / 5 | Houge janssens syndrome, Intellectual developmental disorder growth behavioral, Intellectual developmental disorder macrocephaly hypotonia behavioral, Mental retardation, autosomal dominant 35 |
| PPP2R5C | 2 / 5 | Houge janssens syndrome, Neurodevelopmental disorder with macrocephaly and hypotonia, with or without seizures |
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 ⇵ |
|---|---|---|---|---|---|
| APC truncation mutants have impaired AXIN binding | Reactome | 4 / 14 | 858× | 1.16e-12 | 2.17e-10 ✓ sig. |
| AXIN missense mutants destabilize the destruction complex | Reactome | 4 / 14 | 858× | 1.16e-12 | 2.17e-10 ✓ sig. |
| Truncations of AMER1 destabilize the destruction complex | Reactome | 4 / 14 | 858× | 1.16e-12 | 2.17e-10 ✓ sig. |
| Misspliced GSK3beta mutants stabilize beta-catenin | Reactome | 4 / 15 | 801× | 1.58e-12 | 2.86e-10 ✓ sig. |
| S33 mutants of beta-catenin aren't phosphorylated | Reactome | 4 / 15 | 801× | 1.58e-12 | 2.86e-10 ✓ sig. |
| S37 mutants of beta-catenin aren't phosphorylated | Reactome | 4 / 15 | 801× | 1.58e-12 | 2.86e-10 ✓ sig. |
| S45 mutants of beta-catenin aren't phosphorylated | Reactome | 4 / 15 | 801× | 1.58e-12 | 2.86e-10 ✓ sig. |
| T41 mutants of beta-catenin aren't phosphorylated | Reactome | 4 / 15 | 801× | 1.58e-12 | 2.86e-10 ✓ sig. |
| Beta-catenin phosphorylation cascade | Reactome | 4 / 17 | 706× | 2.75e-12 | 4.71e-10 ✓ sig. |
| Platelet sensitization by LDL | Reactome | 4 / 17 | 706× | 2.75e-12 | 4.71e-10 ✓ sig. |
| CTLA4 inhibitory signaling | Reactome | 4 / 21 | 572× | 6.91e-12 | 1.09e-9 ✓ sig. |
| Disassembly of the destruction complex and recruitment of AXIN to the membrane | Reactome | 4 / 30 | 400× | 3.16e-11 | 4.27e-9 ✓ sig. |
| RAF activation | Reactome | 4 / 32 | 375× | 4.15e-11 | 5.44e-9 ✓ sig. |
| Negative regulation of MAPK pathway | Reactome | 4 / 38 | 316× | 8.52e-11 | 1.02e-8 ✓ sig. |
| Degradation of beta-catenin by the destruction complex | Reactome | 4 / 69 | 174× | 9.98e-10 | 9.32e-8 ✓ sig. |
Enriched GO Terms (Biological Process, a second line of biological evidence)
| GO term ⇵ | GO ID ⇵ | Overlap genes ⇵ | Fold enrichment ⇵ | P-value ⇵ | FDR q-value ⇵ |
|---|---|---|---|---|---|
| meiotic sister chromatid cohesion | GO:0051177 | 2 / 7 | 1,335× | 7.21e-7 | 6.58e-5 ✓ sig. |
| RNA polymerase II transcription initiation surveillance | GO:0160240 | 2 / 20 | 467× | 6.52e-6 | 3.91e-4 ✓ sig. |
| regulation of growth | GO:0040008 | 2 / 23 | 406× | 8.68e-6 | 4.87e-4 ✓ sig. |
| negative regulation of hippo signaling | GO:0035331 | 2 / 25 | 374× | 1.03e-5 | 5.56e-4 ✓ sig. |
| T cell homeostasis | GO:0043029 | 2 / 39 | 240× | 2.54e-5 | 1.10e-3 ✓ sig. |
| transcription elongation by RNA polymerase II | GO:0006368 | 2 / 46 | 203× | 3.55e-5 | 1.42e-3 ✓ sig. |
| regulation of cell differentiation | GO:0045595 | 2 / 54 | 173× | 4.90e-5 | 1.82e-3 ✓ sig. |
| negative regulation of phosphatidylinositol 3-kinase/protein kinase B signal transduction | GO:0051898 | 2 / 78 | 120× | 1.03e-4 | 3.16e-3 ✓ sig. |
| meiotic spindle elongation | GO:0051232 | 1 / 1 | 4,672× | 2.14e-4 | 5.31e-3 ✓ sig. |
| regulation of meiotic cell cycle process involved in oocyte maturation | GO:1903538 | 1 / 2 | 2,336× | 4.28e-4 | 8.53e-3 ✓ sig. |
| negative regulation of glycolytic process through fructose-6-phosphate | GO:1904539 | 1 / 4 | 1,168× | 8.56e-4 | 1.33e-2 ✓ sig. |
| meiotic sister chromatid cohesion, centromeric | GO:0051754 | 1 / 5 | 934× | 1.07e-3 | 1.51e-2 ✓ sig. |
| mitotic sister chromatid separation | GO:0051306 | 1 / 5 | 934× | 1.07e-3 | 1.51e-2 ✓ sig. |
| vascular endothelial cell response to oscillatory fluid shear stress | GO:0097706 | 1 / 5 | 934× | 1.07e-3 | 1.51e-2 ✓ sig. |
| transcription by RNA polymerase II | GO:0006366 | 2 / 261 | 35.8× | 1.14e-3 | 1.57e-2 ✓ sig. |
Pairs within this cluster, by significance
| Disease A ⇵ | Disease B ⇵ | Similarity score ⇵ | Shared genes ⇵ | P-value ⇵ | FDR q-value ⇵ |
|---|---|---|---|---|---|
| Intellectual developmental disorder growth behavioral | Intellectual developmental disorder macrocephaly hypotonia behavioral | 0.500 | 1 | 6.46e-5 | 1.98e-4 ✓ sig. |
| Intellectual developmental disorder growth behavioral | Mental retardation, autosomal dominant 35 | 0.500 | 1 | 6.46e-5 | 1.98e-4 ✓ sig. |
| Intellectual developmental disorder macrocephaly hypotonia behavioral | Mental retardation, autosomal dominant 35 | 0.500 | 1 | 6.46e-5 | 1.98e-4 ✓ sig. |
| Houge janssens syndrome | Neurodevelopmental disorder with macrocephaly and hypotonia, with or without seizures | 0.200 | 1 | 2.58e-4 | 5.38e-4 ✓ sig. |
| Houge janssens syndrome | Intellectual developmental disorder growth behavioral | 0.200 | 1 | 2.58e-4 | 5.38e-4 ✓ sig. |
| Houge janssens syndrome | Intellectual developmental disorder macrocephaly hypotonia behavioral | 0.200 | 1 | 2.58e-4 | 5.38e-4 ✓ sig. |
| Houge janssens syndrome | Mental retardation, autosomal dominant 35 | 0.200 | 1 | 2.58e-4 | 5.38e-4 ✓ sig. |