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 381
7
Diseases
2
Unique genes
0.437
Avg. similarity score
Early-onset epilepsy
Most-connected disease (6 links)
Disease
Searched: Spinal muscular atrophy, lower extremity-predominant 1, autosomal dominant
Pinned (dragged)
Node size = connections within this cluster · edge thickness = similarity strength · hover an edge for its details ·
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Spinal muscular atrophy, lower extremity-predominant 1, autosomal dominant
Early-onset epilepsy
Mental retardation, autosomal dominant 13
Neuronal migration abnormalities
Severe intellectual disability with neuronal migration disorder
Spinal muscular atrophy, lower extremity predominant, autosomal dominant
Epileptic encephalopathy, early infantile, 56
Member diseases (most connected first ‐ the cluster's core)
| Disease ⇵ | Connections in cluster ⇵ | Significant partners ⇵ | Curated genes ⇵ |
|---|---|---|---|
| Early-onset epilepsy | 6 | 6 | 2 |
| Mental retardation, autosomal dominant 13 | 5 | 5 | 1 |
| Neuronal migration abnormalities | 5 | 5 | 1 |
| Severe intellectual disability with neuronal migration disorder | 5 | 5 | 1 |
| Spinal muscular atrophy, lower extremity predominant, autosomal dominant | 5 | 5 | 1 |
| Spinal muscular atrophy, lower extremity-predominant 1, autosomal dominant | 5 | 5 | 1 |
| Epileptic encephalopathy, early infantile, 56 | 1 | 1 | 1 |
Top shared genes (genes linked to 2+ member diseases)
| Gene ⇵ | Member diseases ⇵ | Linked diseases |
|---|---|---|
| DYNC1H1 | 6 / 7 | Early-onset epilepsy, Mental retardation, autosomal dominant 13, Neuronal migration abnormalities, Severe intellectual disability with neuronal migration disorder and 2 more |
| YWHAG | 2 / 7 | Early-onset epilepsy, Epileptic encephalopathy, early infantile, 56 |
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 ⇵ |
|---|---|---|---|---|---|
| Loss of Nlp from mitotic centrosomes | Reactome | 2 / 70 | 172× | 3.35e-5 | 7.94e-4 ✓ sig. |
| Loss of proteins required for interphase microtubule organization from the centrosome | Reactome | 2 / 70 | 172× | 3.35e-5 | 7.94e-4 ✓ sig. |
| AURKA Activation by TPX2 | Reactome | 2 / 73 | 165× | 3.64e-5 | 8.49e-4 ✓ sig. |
| Recruitment of mitotic centrosome proteins and complexes | Reactome | 2 / 82 | 146× | 4.61e-5 | 1.02e-3 ✓ sig. |
| Regulation of PLK1 Activity at G2/M Transition | Reactome | 2 / 88 | 136× | 5.31e-5 | 1.14e-3 ✓ sig. |
| Recruitment of NuMA to mitotic centrosomes | Reactome | 2 / 94 | 128× | 6.06e-5 | 1.27e-3 ✓ sig. |
| Anchoring of the basal body to the plasma membrane | Reactome | 2 / 98 | 123× | 6.59e-5 | 1.36e-3 ✓ sig. |
| Regulation of localization of FOXO transcription factors | Reactome | 1 / 11 | 546× | 1.83e-3 | 1.78e-2 ✓ sig. |
| Activation of BAD and translocation to mitochondria | Reactome | 1 / 12 | 500× | 2.00e-3 | 1.90e-2 ✓ sig. |
| Chk1/Chk2(Cds1) mediated inactivation of Cyclin B:Cdk1 complex | Reactome | 1 / 12 | 500× | 2.00e-3 | 1.90e-2 ✓ sig. |
| RHO GTPases activate PKNs | Reactome | 1 / 20 | 300× | 3.33e-3 | 2.74e-2 ✓ sig. |
| Aggrephagy | Reactome | 1 / 40 | 150× | 6.65e-3 | 4.39e-2 ✓ sig. |
| Vasopressin-regulated water reabsorption | KEGG | 1 / 44 | 136× | 7.31e-3 | 4.67e-2 ✓ sig. |
| COPI-independent Golgi-to-ER retrograde traffic | Reactome | 1 / 51 | 118× | 8.48e-3 | 5.13e-2 |
| HSP90 chaperone cycle for steroid hormone receptors (SHR) | Reactome | 1 / 55 | 109× | 9.14e-3 | 5.37e-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 ⇵ |
|---|---|---|---|---|---|
| regulation of metaphase plate congression | GO:0090235 | 1 / 5 | 1,869× | 5.35e-4 | 9.88e-3 ✓ sig. |
| establishment of spindle localization | GO:0051293 | 1 / 6 | 1,557× | 6.42e-4 | 1.11e-2 ✓ sig. |
| positive regulation of T cell mediated immune response to tumor cell | GO:0002842 | 1 / 8 | 1,168× | 8.56e-4 | 1.33e-2 ✓ sig. |
| positive regulation of spindle assembly | GO:1905832 | 1 / 8 | 1,168× | 8.56e-4 | 1.33e-2 ✓ sig. |
| positive regulation of intracellular transport | GO:0032388 | 1 / 10 | 934× | 1.07e-3 | 1.51e-2 ✓ sig. |
| retrograde axonal transport | GO:0008090 | 1 / 11 | 849× | 1.18e-3 | 1.59e-2 ✓ sig. |
| negative regulation of T cell mediated immune response to tumor cell | GO:0002841 | 1 / 11 | 849× | 1.18e-3 | 1.59e-2 ✓ sig. |
| P-body assembly | GO:0033962 | 1 / 16 | 584× | 1.71e-3 | 1.96e-2 ✓ sig. |
| regulation of mitotic spindle organization | GO:0060236 | 1 / 20 | 467× | 2.14e-3 | 2.19e-2 ✓ sig. |
| negative regulation of protein kinase activity | GO:0006469 | 1 / 21 | 445× | 2.25e-3 | 2.24e-2 ✓ sig. |
| positive regulation of cell-cell adhesion | GO:0022409 | 1 / 21 | 445× | 2.25e-3 | 2.24e-2 ✓ sig. |
| nuclear migration | GO:0007097 | 1 / 22 | 425× | 2.35e-3 | 2.30e-2 ✓ sig. |
| protein K6-linked ubiquitination | GO:0085020 | 1 / 26 | 359× | 2.78e-3 | 2.51e-2 ✓ sig. |
| stress granule assembly | GO:0034063 | 1 / 32 | 292× | 3.42e-3 | 2.78e-2 ✓ sig. |
| regulation of neuron differentiation | GO:0045664 | 1 / 32 | 292× | 3.42e-3 | 2.78e-2 ✓ sig. |