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 395
5
Diseases
19
Unique genes
0.115
Avg. similarity score
Hemiparkinsonism
Most-connected disease (3 links)
Disease
Pinned (dragged)
Node size = connections within this cluster · edge thickness = similarity strength · hover an edge for its details ·
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Hemiparkinsonism
Secondary parkinson disease
Parkinsonian-pyramidal syndrome
Thyroid hemiagenesis
Vesiculobullous skin disease
Member diseases (most connected first ‐ the cluster's core)
| Disease ⇵ | Connections in cluster ⇵ | Significant partners ⇵ | Curated genes ⇵ |
|---|---|---|---|
| Hemiparkinsonism | 3 | 3 | 3 |
| Secondary parkinson disease | 3 | 3 | 15 |
| Parkinsonian-pyramidal syndrome | 2 | 2 | 2 |
| Thyroid hemiagenesis | 1 | 1 | 2 |
| Vesiculobullous skin disease | 1 | 1 | 1 |
Top shared genes (genes linked to 2+ member diseases)
| Gene ⇵ | Member diseases ⇵ | Linked diseases |
|---|---|---|
| SNCA | 3 / 5 | Hemiparkinsonism, Parkinsonian-pyramidal syndrome, Secondary parkinson disease |
| PRKN | 2 / 5 | Secondary parkinson disease, Vesiculobullous skin disease |
| VPS13C | 2 / 5 | Hemiparkinsonism, Thyroid hemiagenesis |
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 ⇵ |
|---|---|---|---|---|---|
| Parkinson disease | KEGG | 4 / 268 | 9.4× | 7.21e-4 | 1.06e-2 ✓ sig. |
| Hh mutants that don't undergo autocatalytic processing are degraded by ERAD | Reactome | 2 / 56 | 22.6× | 3.47e-3 | 3.41e-2 ✓ sig. |
| Hedgehog ligand biogenesis | Reactome | 2 / 60 | 21.1× | 3.97e-3 | 3.76e-2 ✓ sig. |
| Inhibition of nitric oxide production | Reactome | 1 / 3 | 211× | 4.74e-3 | 4.23e-2 ✓ sig. |
| Nitric oxide stimulates guanylate cyclase | Reactome | 1 / 3 | 211× | 4.74e-3 | 4.23e-2 ✓ sig. |
| Mitochondrial transcription initiation | Reactome | 1 / 3 | 211× | 4.74e-3 | 4.23e-2 ✓ sig. |
| Pathways of neurodegeneration - multiple diseases | KEGG | 4 / 480 | 5.3× | 6.05e-3 | 4.96e-2 ✓ sig. |
| HHAT G278V abrogates palmitoylation of Hh-Np | Reactome | 1 / 4 | 158× | 6.31e-3 | 5.10e-2 |
| Neurotransmitter clearance | Reactome | 1 / 4 | 158× | 6.31e-3 | 5.10e-2 |
| ABC-family proteins mediated transport | Reactome | 2 / 81 | 15.6× | 7.13e-3 | 5.54e-2 |
| Synthesis of 5-eicosatetraenoic acids | Reactome | 1 / 6 | 105× | 9.46e-3 | 6.63e-2 |
| Release of Hh-Np from the secreting cell | Reactome | 1 / 7 | 90.3× | 1.10e-2 | 7.27e-2 |
| Ligand-receptor interactions | Reactome | 1 / 7 | 90.3× | 1.10e-2 | 7.27e-2 |
| Antigen processing: Ubiquitination & Proteasome degradation | Reactome | 3 / 309 | 6.1× | 1.20e-2 | 7.65e-2 |
| Amyloid fiber formation | Reactome | 2 / 109 | 11.6× | 1.26e-2 | 7.86e-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 ⇵ |
|---|---|---|---|---|---|
| response to amphetamine | GO:0001975 | 3 / 31 | 95.2× | 3.93e-6 | 2.48e-4 ✓ sig. |
| regulation of locomotion | GO:0040012 | 2 / 6 | 328× | 1.47e-5 | 7.04e-4 ✓ sig. |
| dopamine uptake involved in synaptic transmission | GO:0051583 | 2 / 6 | 328× | 1.47e-5 | 7.04e-4 ✓ sig. |
| negative regulation of neuron apoptotic process | GO:0043524 | 4 / 160 | 24.6× | 1.81e-5 | 8.31e-4 ✓ sig. |
| response to lipopolysaccharide | GO:0032496 | 4 / 161 | 24.4× | 1.86e-5 | 8.46e-4 ✓ sig. |
| cellular response to manganese ion | GO:0071287 | 2 / 7 | 281× | 2.05e-5 | 9.16e-4 ✓ sig. |
| adult locomotory behavior | GO:0008344 | 3 / 56 | 52.7× | 2.39e-5 | 1.03e-3 ✓ sig. |
| cellular response to L-glutamate | GO:1905232 | 2 / 9 | 219× | 3.51e-5 | 1.38e-3 ✓ sig. |
| regulation of protein localization to nucleus | GO:1900180 | 2 / 10 | 197× | 4.39e-5 | 1.63e-3 ✓ sig. |
| response to toxic substance | GO:0009636 | 3 / 83 | 35.5× | 7.78e-5 | 2.51e-3 ✓ sig. |
| negative regulation of oxidative stress-induced neuron intrinsic apoptotic signaling pathway | GO:1903377 | 2 / 14 | 141× | 8.85e-5 | 2.76e-3 ✓ sig. |
| response to xenobiotic stimulus | GO:0009410 | 4 / 248 | 15.9× | 1.00e-4 | 3.03e-3 ✓ sig. |
| regulation of dopamine secretion | GO:0014059 | 2 / 15 | 131× | 1.02e-4 | 3.07e-3 ✓ sig. |
| synaptic transmission, dopaminergic | GO:0001963 | 2 / 15 | 131× | 1.02e-4 | 3.07e-3 ✓ sig. |
| positive regulation of mitophagy | GO:1901526 | 2 / 15 | 131× | 1.02e-4 | 3.07e-3 ✓ sig. |
Pairs within this cluster, by significance
| Disease A ⇵ | Disease B ⇵ | Similarity score ⇵ | Shared genes ⇵ | P-value ⇵ | FDR q-value ⇵ |
|---|---|---|---|---|---|
| Hemiparkinsonism | Parkinsonian-pyramidal syndrome | 0.200 | 1 | 3.90e-4 | 8.52e-4 ✓ sig. |
| Hemiparkinsonism | Thyroid hemiagenesis | 0.200 | 1 | 3.90e-4 | 8.52e-4 ✓ sig. |
| Secondary parkinson disease | Vesiculobullous skin disease | 0.063 | 1 | 9.74e-4 | 1.64e-3 ✓ sig. |
| Parkinsonian-pyramidal syndrome | Secondary parkinson disease | 0.059 | 1 | 1.95e-3 | 2.81e-3 ✓ sig. |
| Hemiparkinsonism | Secondary parkinson disease | 0.056 | 1 | 2.92e-3 | 3.87e-3 ✓ sig. |