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 600
5
Diseases
3
Unique genes
0.344
Avg. similarity score
Elejalde syndrome
Most-connected disease (4 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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Elejalde syndrome
Griscelli syndrome
Cerebellar cortical atrophy
Griscelli syndrome type 1
Griscelli syndrome type 2
Member diseases (most connected first ‐ the cluster's core)
| Disease ⇵ | Connections in cluster ⇵ | Significant partners ⇵ | Curated genes ⇵ |
|---|---|---|---|
| Elejalde syndrome | 4 | 4 | 2 |
| Griscelli syndrome | 4 | 4 | 3 |
| Cerebellar cortical atrophy | 3 | 3 | 1 |
| Griscelli syndrome type 1 | 3 | 3 | 1 |
| Griscelli syndrome type 2 | 2 | 2 | 1 |
Top shared genes (genes linked to 2+ member diseases)
| Gene ⇵ | Member diseases ⇵ | Linked diseases |
|---|---|---|
| MYO5A | 4 / 5 | Cerebellar cortical atrophy, Elejalde syndrome, Griscelli syndrome, Griscelli syndrome type 1 |
| RAB27A | 3 / 5 | Elejalde syndrome, Griscelli syndrome, Griscelli syndrome type 2 |
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 ⇵ |
|---|---|---|---|---|---|
| FCGR3A-mediated phagocytosis | Reactome | 1 / 59 | 67.9× | 1.47e-2 | 7.17e-2 |
| Regulation of actin dynamics for phagocytic cup formation | Reactome | 1 / 60 | 66.7× | 1.49e-2 | 7.22e-2 |
| RAB geranylgeranylation | Reactome | 1 / 65 | 61.6× | 1.62e-2 | 7.58e-2 |
| RAB GEFs exchange GTP for GDP on RABs | Reactome | 1 / 90 | 44.5× | 2.23e-2 | 9.12e-2 |
| Motor proteins | KEGG | 1 / 194 | 20.6× | 4.77e-2 | 1.41e-1 |
| Pathogenic Escherichia coli infection | KEGG | 1 / 200 | 20.0× | 4.91e-2 | 1.43e-1 |
| Neutrophil degranulation | Reactome | 1 / 480 | 8.3× | 1.15e-1 | 2.35e-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 ⇵ |
|---|---|---|---|---|---|
| melanosome transport | GO:0032402 | 3 / 22 | 849× | 1.42e-9 | 3.17e-7 ✓ sig. |
| multivesicular body organization | GO:0036257 | 1 / 1 | 6,229× | 1.61e-4 | 4.34e-3 ✓ sig. |
| cytotoxic T cell degranulation | GO:0043316 | 1 / 1 | 6,229× | 1.61e-4 | 4.34e-3 ✓ sig. |
| positive regulation of constitutive secretory pathway | GO:1903435 | 1 / 1 | 6,229× | 1.61e-4 | 4.34e-3 ✓ sig. |
| pigment granule localization | GO:0051875 | 1 / 2 | 3,115× | 3.21e-4 | 7.04e-3 ✓ sig. |
| pigment granule transport | GO:0051904 | 1 / 2 | 3,115× | 3.21e-4 | 7.04e-3 ✓ sig. |
| complement-dependent cytotoxicity | GO:0097278 | 1 / 3 | 2,076× | 4.82e-4 | 9.24e-3 ✓ sig. |
| exosomal secretion | GO:1990182 | 1 / 4 | 1,557× | 6.42e-4 | 1.11e-2 ✓ sig. |
| positive regulation of regulated secretory pathway | GO:1903307 | 1 / 5 | 1,246× | 8.03e-4 | 1.28e-2 ✓ sig. |
| melanosome localization | GO:0032400 | 1 / 5 | 1,246× | 8.03e-4 | 1.28e-2 ✓ sig. |
| vesicle-mediated transport | GO:0016192 | 2 / 326 | 38.2× | 9.00e-4 | 1.38e-2 ✓ sig. |
| vesicle transport along actin filament | GO:0030050 | 1 / 6 | 1,038× | 9.63e-4 | 1.42e-2 ✓ sig. |
| natural killer cell degranulation | GO:0043320 | 1 / 8 | 779× | 1.28e-3 | 1.67e-2 ✓ sig. |
| regulation of Golgi organization | GO:1903358 | 1 / 13 | 479× | 2.09e-3 | 2.17e-2 ✓ sig. |
| post-Golgi vesicle-mediated transport | GO:0006892 | 1 / 16 | 389× | 2.57e-3 | 2.40e-2 ✓ sig. |
Pairs within this cluster, by significance
| Disease A ⇵ | Disease B ⇵ | Similarity score ⇵ | Shared genes ⇵ | P-value ⇵ | FDR q-value ⇵ |
|---|---|---|---|---|---|
| Elejalde syndrome | Griscelli syndrome | 0.500 | 2 | 2.50e-8 | 1.87e-7 ✓ sig. |
| Cerebellar cortical atrophy | Griscelli syndrome type 1 | 0.500 | 1 | 6.46e-5 | 1.98e-4 ✓ sig. |
| Cerebellar cortical atrophy | Elejalde syndrome | 0.333 | 1 | 1.29e-4 | 3.27e-4 ✓ sig. |
| Elejalde syndrome | Griscelli syndrome type 2 | 0.333 | 1 | 1.29e-4 | 3.27e-4 ✓ sig. |
| Elejalde syndrome | Griscelli syndrome type 1 | 0.333 | 1 | 1.29e-4 | 3.27e-4 ✓ sig. |
| Cerebellar cortical atrophy | Griscelli syndrome | 0.250 | 1 | 1.94e-4 | 4.41e-4 ✓ sig. |
| Griscelli syndrome | Griscelli syndrome type 2 | 0.250 | 1 | 1.94e-4 | 4.41e-4 ✓ sig. |
| Griscelli syndrome | Griscelli syndrome type 1 | 0.250 | 1 | 1.94e-4 | 4.41e-4 ✓ sig. |