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 486
6
Diseases
21
Unique genes
0.049
Avg. similarity score
Syndromic complex neurodevelopmental disorder
Most-connected disease (5 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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Syndromic complex neurodevelopmental disorder
Chopra-amiel-gordon syndrome
Intellectual developmental disorder dysmorphic ptosis
Neurodevelopmental disorder with or without cataracts and movement disorder
Neurodevelopmental-craniofacial syndrome with variable renal and cardiac abnormalities
Ververi-brady syndrome
Member diseases (most connected first ‐ the cluster's core)
| Disease ⇵ | Connections in cluster ⇵ | Significant partners ⇵ | Curated genes ⇵ |
|---|---|---|---|
| Syndromic complex neurodevelopmental disorder | 5 | 5 | 19 |
| Chopra-amiel-gordon syndrome | 1 | 1 | 1 |
| Intellectual developmental disorder dysmorphic ptosis | 1 | 1 | 2 |
| Neurodevelopmental disorder with or without cataracts and movement disorder | 1 | 1 | 1 |
| Neurodevelopmental-craniofacial syndrome with variable renal and cardiac abnormalities | 1 | 1 | 1 |
| Ververi-brady syndrome | 1 | 1 | 2 |
Top shared genes (genes linked to 2+ member diseases)
| Gene ⇵ | Member diseases ⇵ | Linked diseases |
|---|---|---|
| ANKRD17 | 2 / 6 | Chopra-amiel-gordon syndrome, Syndromic complex neurodevelopmental disorder |
| BRPF1 | 2 / 6 | Intellectual developmental disorder dysmorphic ptosis, Syndromic complex neurodevelopmental disorder |
| QRICH1 | 2 / 6 | Syndromic complex neurodevelopmental disorder, Ververi-brady syndrome |
| ZBTB11 | 2 / 6 | Neurodevelopmental disorder with or without cataracts and movement disorder, Syndromic complex neurodevelopmental disorder |
| ZMYM2 | 2 / 6 | Neurodevelopmental-craniofacial syndrome with variable renal and cardiac abnormalities, Syndromic complex neurodevelopmental disorder |
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)
None of these pathways reaches significance (all FDR q ≥ 0.05). They’re the best candidates found, but treat them as weak evidence for why this cluster groups together.
| Pathway ⇵ | Source ⇵ | Overlap genes ⇵ | Fold enrichment ⇵ | P-value ⇵ | FDR q-value ⇵ |
|---|---|---|---|---|---|
| Selenocompound metabolism | KEGG | 1 / 17 | 33.6× | 2.93e-2 | 1.07e-1 |
| Signaling by cytosolic FGFR1 fusion mutants | Reactome | 1 / 18 | 31.8× | 3.10e-2 | 1.10e-1 |
| Regulation of TP53 Activity through Acetylation | Reactome | 1 / 23 | 24.9× | 3.95e-2 | 1.26e-1 |
| Deadenylation of mRNA | Reactome | 1 / 24 | 23.8× | 4.12e-2 | 1.29e-1 |
| TRP channels | Reactome | 1 / 28 | 20.4× | 4.79e-2 | 1.41e-1 |
| Signaling by FGFR1 in disease | Reactome | 1 / 33 | 17.3× | 5.62e-2 | 1.55e-1 |
| Lysine degradation | KEGG | 1 / 63 | 9.1× | 1.05e-1 | 2.22e-1 |
| PKMTs methylate histone lysines | Reactome | 1 / 71 | 8.1× | 1.17e-1 | 2.38e-1 |
| RNA degradation | KEGG | 1 / 78 | 7.3× | 1.28e-1 | 2.50e-1 |
| Viral mRNA Translation | Reactome | 1 / 89 | 6.4× | 1.45e-1 | 2.70e-1 |
| HATs acetylate histones | Reactome | 1 / 93 | 6.1× | 1.51e-1 | 2.77e-1 |
| SRP-dependent cotranslational protein targeting to membrane | Reactome | 1 / 93 | 6.1× | 1.51e-1 | 2.77e-1 |
| Nonsense Mediated Decay (NMD) independent of the Exon Junction Complex (EJC) | Reactome | 1 / 95 | 6.0× | 1.54e-1 | 2.80e-1 |
| Formation of a pool of free 40S subunits | Reactome | 1 / 101 | 5.7× | 1.63e-1 | 2.90e-1 |
| L13a-mediated translational silencing of Ceruloplasmin expression | Reactome | 1 / 111 | 5.2× | 1.77e-1 | 3.07e-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 DNA-templated transcription | GO:0006355 | 8 / 1,454 | 4.9× | 1.07e-4 | 3.25e-3 ✓ sig. |
| chromatin organization | GO:0006325 | 5 / 449 | 9.9× | 1.16e-4 | 3.44e-3 ✓ sig. |
| neuron fate specification | GO:0048665 | 2 / 24 | 74.2× | 3.27e-4 | 7.13e-3 ✓ sig. |
| regeneration | GO:0031099 | 1 / 1 | 890× | 1.12e-3 | 1.55e-2 ✓ sig. |
| lung ciliated cell differentiation | GO:0061141 | 1 / 1 | 890× | 1.12e-3 | 1.55e-2 ✓ sig. |
| negative regulation of epithelial cell proliferation involved in lung morphogenesis | GO:2000795 | 1 / 1 | 890× | 1.12e-3 | 1.55e-2 ✓ sig. |
| tarsal gland development | GO:1903699 | 1 / 1 | 890× | 1.12e-3 | 1.55e-2 ✓ sig. |
| uterine gland development | GO:1903709 | 1 / 1 | 890× | 1.12e-3 | 1.55e-2 ✓ sig. |
| cell differentiation involved in salivary gland development | GO:0060689 | 1 / 2 | 445× | 2.25e-3 | 2.24e-2 ✓ sig. |
| negative regulation of mesenchymal cell proliferation involved in lung development | GO:2000791 | 1 / 2 | 445× | 2.25e-3 | 2.24e-2 ✓ sig. |
| selenocysteine biosynthetic process | GO:0016260 | 1 / 2 | 445× | 2.25e-3 | 2.24e-2 ✓ sig. |
| glial cell fate specification | GO:0021780 | 1 / 3 | 297× | 3.37e-3 | 2.76e-2 ✓ sig. |
| principal sensory nucleus of trigeminal nerve development | GO:0021740 | 1 / 3 | 297× | 3.37e-3 | 2.76e-2 ✓ sig. |
| positive regulation of MDA-5 signaling pathway | GO:1900245 | 1 / 4 | 222× | 4.49e-3 | 3.17e-2 ✓ sig. |
| negative regulation of transcription by RNA polymerase III | GO:0016480 | 1 / 4 | 222× | 4.49e-3 | 3.17e-2 ✓ sig. |
Pairs within this cluster, by significance
| Disease A ⇵ | Disease B ⇵ | Similarity score ⇵ | Shared genes ⇵ | P-value ⇵ | FDR q-value ⇵ |
|---|---|---|---|---|---|
| Chopra-amiel-gordon syndrome | Syndromic complex neurodevelopmental disorder | 0.050 | 1 | 1.23e-3 | 1.81e-3 ✓ sig. |
| Neurodevelopmental disorder with or without cataracts and movement disorder | Syndromic complex neurodevelopmental disorder | 0.050 | 1 | 1.23e-3 | 1.81e-3 ✓ sig. |
| Neurodevelopmental-craniofacial syndrome with variable renal and cardiac abnormalities | Syndromic complex neurodevelopmental disorder | 0.050 | 1 | 1.23e-3 | 1.81e-3 ✓ sig. |
| Intellectual developmental disorder dysmorphic ptosis | Syndromic complex neurodevelopmental disorder | 0.048 | 1 | 2.45e-3 | 3.19e-3 ✓ sig. |
| Syndromic complex neurodevelopmental disorder | Ververi-brady syndrome | 0.048 | 1 | 2.45e-3 | 3.19e-3 ✓ sig. |