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 580
5
Diseases
4
Unique genes
0.380
Avg. similarity score
Ayme-gripp 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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Ayme-gripp syndrome
Cataract 21, multiple types
Cataract, pulverulent or cerulean, with or without microcornea
Cataract-multisystem syndrome
Cataracts, congenital, with sensorineural deafness, down syndrome-like facial appearance, short stature, and mental retardation
Member diseases (most connected first ‐ the cluster's core)
| Disease ⇵ | Connections in cluster ⇵ | Significant partners ⇵ | Curated genes ⇵ |
|---|---|---|---|
| Ayme-gripp syndrome | 4 | 4 | 1 |
| Cataract 21, multiple types | 4 | 4 | 1 |
| Cataract, pulverulent or cerulean, with or without microcornea | 4 | 4 | 1 |
| Cataract-multisystem syndrome | 4 | 4 | 4 |
| Cataracts, congenital, with sensorineural deafness, down syndrome-like facial appearance, short stature, and mental retardation | 4 | 4 | 1 |
Top shared genes (genes linked to 2+ member diseases)
| Gene ⇵ | Member diseases ⇵ | Linked diseases |
|---|---|---|
| MAF | 5 / 5 | Ayme-gripp syndrome, Cataract 21, multiple types, Cataract, pulverulent or cerulean, with or without microcornea, Cataract-multisystem syndrome and 1 more |
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 ⇵ |
|---|---|---|---|---|---|
| rRNA modification in the nucleus and cytosol | Reactome | 2 / 12 | 500× | 5.49e-6 | 1.77e-4 ✓ sig. |
| Telomere Extension By Telomerase | Reactome | 2 / 16 | 375× | 9.97e-6 | 2.91e-4 ✓ sig. |
| Ribosome biogenesis in eukaryotes | KEGG | 2 / 125 | 48.0× | 6.36e-4 | 8.05e-3 ✓ sig. |
| Fructose catabolism | Reactome | 1 / 5 | 601× | 1.66e-3 | 1.66e-2 ✓ sig. |
| DDX58/IFIH1-mediated induction of interferon-alpha/beta | Reactome | 1 / 17 | 177× | 5.65e-3 | 3.96e-2 ✓ sig. |
| Fructose and mannose metabolism | KEGG | 1 / 34 | 88.3× | 1.13e-2 | 6.12e-2 |
| Glycerolipid metabolism | KEGG | 1 / 64 | 46.9× | 2.11e-2 | 8.84e-2 |
| Inflammatory bowel disease | KEGG | 1 / 66 | 45.5× | 2.18e-2 | 9.01e-2 |
| RIG-I-like receptor signaling pathway | KEGG | 1 / 72 | 41.7× | 2.38e-2 | 9.47e-2 |
| Th1 and Th2 cell differentiation | KEGG | 1 / 93 | 32.3× | 3.06e-2 | 1.10e-1 |
| Carbon metabolism | KEGG | 1 / 115 | 26.1× | 3.78e-2 | 1.23e-1 |
| Transcriptional misregulation in cancer | KEGG | 1 / 198 | 15.2× | 6.43e-2 | 1.67e-1 |
| Metabolic pathways | KEGG | 1 / 1,563 | 1.9× | 4.28e-1 | 5.52e-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 ⇵ |
|---|---|---|---|---|---|
| snRNA pseudouridine synthesis | GO:0031120 | 2 / 3 | 3,115× | 1.03e-7 | 1.30e-5 ✓ sig. |
| rRNA pseudouridine synthesis | GO:0031118 | 2 / 4 | 2,336× | 2.06e-7 | 2.32e-5 ✓ sig. |
| pseudouridine synthesis | GO:0001522 | 2 / 16 | 584× | 4.12e-6 | 2.71e-4 ✓ sig. |
| telomere maintenance via telomerase | GO:0007004 | 2 / 24 | 389× | 9.47e-6 | 5.21e-4 ✓ sig. |
| box H/ACA sno(s)RNA metabolic process | GO:0033979 | 1 / 1 | 4,672× | 2.14e-4 | 5.31e-3 ✓ sig. |
| ribosome biogenesis | GO:0042254 | 2 / 122 | 76.6× | 2.51e-4 | 5.98e-3 ✓ sig. |
| box H/ACA sno(s)RNA 3'-end processing | GO:0000495 | 1 / 2 | 2,336× | 4.28e-4 | 8.53e-3 ✓ sig. |
| protein localization to Cajal body | GO:1904867 | 1 / 2 | 2,336× | 4.28e-4 | 8.53e-3 ✓ sig. |
| rRNA processing | GO:0006364 | 2 / 162 | 57.7× | 4.43e-4 | 8.75e-3 ✓ sig. |
| fructose catabolic process to hydroxyacetone phosphate and glyceraldehyde-3-phosphate | GO:0061624 | 1 / 3 | 1,557× | 6.42e-4 | 1.11e-2 ✓ sig. |
| negative regulation of MDA-5 signaling pathway | GO:0039534 | 1 / 4 | 1,168× | 8.56e-4 | 1.33e-2 ✓ sig. |
| telomerase RNA stabilization | GO:0090669 | 1 / 4 | 1,168× | 8.56e-4 | 1.33e-2 ✓ sig. |
| regulation of telomerase RNA localization to Cajal body | GO:1904872 | 1 / 4 | 1,168× | 8.56e-4 | 1.33e-2 ✓ sig. |
| enzyme-directed rRNA pseudouridine synthesis | GO:0000455 | 1 / 4 | 1,168× | 8.56e-4 | 1.33e-2 ✓ sig. |
| scaRNA localization to Cajal body | GO:0090666 | 1 / 5 | 934× | 1.07e-3 | 1.51e-2 ✓ sig. |