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 353
6
Diseases
15
Unique genes
0.141
Avg. similarity score
Perrault syndrome
Most-connected disease (5 links)
Disease
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Perrault syndrome
Xx gonadal dysgenesis syndrome
Childhood-onset sensorineural hearing impairment
Hydrops with lactic acidosis and sideroblastic anemia
perrault syndrome 2
Progressive arterial occlusive disease with hypertension
Member diseases (most connected first ‐ the cluster's core)
| Disease ⇵ | Connections in cluster ⇵ | Significant partners ⇵ | Curated genes ⇵ |
|---|---|---|---|
| Perrault syndrome | 5 | 5 | 14 |
| Xx gonadal dysgenesis syndrome | 4 | 4 | 8 |
| Childhood-onset sensorineural hearing impairment | 2 | 2 | 1 |
| Hydrops with lactic acidosis and sideroblastic anemia | 2 | 2 | 1 |
| perrault syndrome 2 | 2 | 2 | 1 |
| Progressive arterial occlusive disease with hypertension | 1 | 1 | 2 |
Top shared genes (genes linked to 2+ member diseases)
| Gene ⇵ | Member diseases ⇵ | Linked diseases |
|---|---|---|
| HARS2 | 3 / 6 | Perrault syndrome, perrault syndrome 2, Xx gonadal dysgenesis syndrome |
| LARS2 | 3 / 6 | Hydrops with lactic acidosis and sideroblastic anemia, Perrault syndrome, Xx gonadal dysgenesis syndrome |
| PRORP | 3 / 6 | Childhood-onset sensorineural hearing impairment, Perrault syndrome, Xx gonadal dysgenesis syndrome |
| DAP3 | 2 / 6 | Perrault syndrome, Progressive arterial occlusive disease with hypertension |
| ERAL1 | 2 / 6 | Perrault syndrome, Xx gonadal dysgenesis syndrome |
| GGPS1 | 2 / 6 | Perrault syndrome, Xx gonadal dysgenesis syndrome |
| HSD17B4 | 2 / 6 | Perrault syndrome, Xx gonadal dysgenesis syndrome |
| RMND1 | 2 / 6 | Perrault syndrome, Xx gonadal dysgenesis syndrome |
| TWNK | 2 / 6 | Perrault syndrome, Xx gonadal dysgenesis syndrome |
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 ⇵ |
|---|---|---|---|---|---|
| Mitochondrial tRNA aminoacylation | Reactome | 2 / 14 | 114× | 1.31e-4 | 2.80e-3 ✓ sig. |
| Mitochondrial translation elongation | Reactome | 3 / 85 | 28.3× | 1.46e-4 | 3.05e-3 ✓ sig. |
| Mitochondrial translation termination | Reactome | 3 / 87 | 27.6× | 1.57e-4 | 3.22e-3 ✓ sig. |
| Aminoacyl-tRNA biosynthesis | KEGG | 2 / 66 | 24.3× | 2.98e-3 | 3.06e-2 ✓ sig. |
| rRNA processing in the mitochondrion | Reactome | 1 / 4 | 200× | 4.99e-3 | 4.37e-2 ✓ sig. |
| tRNA processing in the mitochondrion | Reactome | 1 / 5 | 160× | 6.23e-3 | 5.06e-2 |
| tRNA modification in the mitochondrion | Reactome | 1 / 6 | 133× | 7.47e-3 | 5.69e-2 |
| Beta-oxidation of pristanoyl-CoA | Reactome | 1 / 9 | 89.0× | 1.12e-2 | 7.34e-2 |
| Beta-oxidation of very long chain fatty acids | Reactome | 1 / 11 | 72.8× | 1.37e-2 | 8.23e-2 |
| alpha-linolenic acid (ALA) metabolism | Reactome | 1 / 13 | 61.6× | 1.61e-2 | 9.11e-2 |
| Primary bile acid biosynthesis | KEGG | 1 / 17 | 47.1× | 2.10e-2 | 1.06e-1 |
| Elastic fibre formation | Reactome | 1 / 18 | 44.5× | 2.23e-2 | 1.09e-1 |
| Cholesterol biosynthesis | Reactome | 1 / 21 | 38.1× | 2.59e-2 | 1.19e-1 |
| Terpenoid backbone biosynthesis | KEGG | 1 / 23 | 34.8× | 2.84e-2 | 1.25e-1 |
| Synthesis of bile acids and bile salts via 7alpha-hydroxycholesterol | Reactome | 1 / 24 | 33.4× | 2.96e-2 | 1.28e-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 ⇵ |
|---|---|---|---|---|---|
| mitochondrial translation | GO:0032543 | 4 / 93 | 53.6× | 7.52e-7 | 6.59e-5 ✓ sig. |
| translation | GO:0006412 | 4 / 310 | 16.1× | 8.78e-5 | 2.75e-3 ✓ sig. |
| tRNA aminoacylation for protein translation | GO:0006418 | 2 / 36 | 69.2× | 3.73e-4 | 7.80e-3 ✓ sig. |
| very long-chain fatty-acyl-CoA metabolic process | GO:0036111 | 1 / 1 | 1,246× | 8.03e-4 | 1.30e-2 ✓ sig. |
| geranylgeranyl diphosphate biosynthetic process | GO:0033386 | 1 / 1 | 1,246× | 8.03e-4 | 1.30e-2 ✓ sig. |
| activation of protein kinase A activity | GO:0034199 | 1 / 2 | 623× | 1.60e-3 | 1.98e-2 ✓ sig. |
| leucyl-tRNA aminoacylation | GO:0006429 | 1 / 2 | 623× | 1.60e-3 | 1.98e-2 ✓ sig. |
| histidyl-tRNA aminoacylation | GO:0006427 | 1 / 2 | 623× | 1.60e-3 | 1.98e-2 ✓ sig. |
| medium-chain fatty-acyl-CoA metabolic process | GO:0036112 | 1 / 2 | 623× | 1.60e-3 | 1.98e-2 ✓ sig. |
| geranyl diphosphate biosynthetic process | GO:0033384 | 1 / 2 | 623× | 1.60e-3 | 1.98e-2 ✓ sig. |
| farnesyl diphosphate biosynthetic process | GO:0045337 | 1 / 2 | 623× | 1.60e-3 | 1.98e-2 ✓ sig. |
| post-embryonic eye morphogenesis | GO:0048050 | 1 / 3 | 415× | 2.41e-3 | 2.50e-2 ✓ sig. |
| mitochondrial tRNA 5'-end processing | GO:0097745 | 1 / 3 | 415× | 2.41e-3 | 2.50e-2 ✓ sig. |
| positive regulation of appetite | GO:0032100 | 1 / 4 | 311× | 3.21e-3 | 2.91e-2 ✓ sig. |
| sequestering of BMP in extracellular matrix | GO:0035582 | 1 / 4 | 311× | 3.21e-3 | 2.91e-2 ✓ sig. |
Pairs within this cluster, by significance
| Disease A ⇵ | Disease B ⇵ | Similarity score ⇵ | Shared genes ⇵ | P-value ⇵ | FDR q-value ⇵ |
|---|---|---|---|---|---|
| Perrault syndrome | Xx gonadal dysgenesis syndrome | 0.533 | 8 | 3.84e-26 | 1.05e-24 ✓ sig. |
| Childhood-onset sensorineural hearing impairment | Xx gonadal dysgenesis syndrome | 0.111 | 1 | 5.20e-4 | 1.04e-3 ✓ sig. |
| Hydrops with lactic acidosis and sideroblastic anemia | Xx gonadal dysgenesis syndrome | 0.111 | 1 | 5.20e-4 | 1.04e-3 ✓ sig. |
| perrault syndrome 2 | Xx gonadal dysgenesis syndrome | 0.111 | 1 | 5.20e-4 | 1.04e-3 ✓ sig. |
| Childhood-onset sensorineural hearing impairment | Perrault syndrome | 0.067 | 1 | 9.09e-4 | 1.56e-3 ✓ sig. |
| Hydrops with lactic acidosis and sideroblastic anemia | Perrault syndrome | 0.067 | 1 | 9.09e-4 | 1.56e-3 ✓ sig. |
| Perrault syndrome | perrault syndrome 2 | 0.067 | 1 | 9.09e-4 | 1.56e-3 ✓ sig. |
| Perrault syndrome | Progressive arterial occlusive disease with hypertension | 0.063 | 1 | 1.82e-3 | 2.66e-3 ✓ sig. |