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 475
6
Diseases
7
Unique genes
0.333
Avg. similarity score
Dc type 4 and 5
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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Dc type 4 and 5
Dyskeratosis congenita, autosomal dominant 4
Dyskeratosis congenita, autosomal recessive 5
Dyskeratosiscongenita, autosomal dominant 4
Telomere syndrome
X-linked dyskeratosis congenita
Member diseases (most connected first ‐ the cluster's core)
| Disease ⇵ | Connections in cluster ⇵ | Significant partners ⇵ | Curated genes ⇵ |
|---|---|---|---|
| Dc type 4 and 5 | 5 | 5 | 1 |
| Dyskeratosis congenita, autosomal dominant 4 | 5 | 5 | 1 |
| Dyskeratosis congenita, autosomal recessive 5 | 5 | 5 | 1 |
| Dyskeratosiscongenita, autosomal dominant 4 | 5 | 5 | 1 |
| Telomere syndrome | 4 | 4 | 5 |
| X-linked dyskeratosis congenita | 4 | 4 | 3 |
Top shared genes (genes linked to 2+ member diseases)
| Gene ⇵ | Member diseases ⇵ | Linked diseases |
|---|---|---|
| RTEL1 | 6 / 6 | Dc type 4 and 5, Dyskeratosis congenita, autosomal dominant 4, Dyskeratosis congenita, autosomal recessive 5, Dyskeratosiscongenita, autosomal dominant 4 and 2 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 ⇵ |
|---|---|---|---|---|---|
| Telomere Extension By Telomerase | Reactome | 4 / 16 | 429× | 7.33e-11 | 8.96e-9 ✓ sig. |
| Telomere C-strand synthesis initiation | Reactome | 1 / 7 | 245× | 4.07e-3 | 3.17e-2 ✓ sig. |
| DNA replication initiation | Reactome | 1 / 8 | 214× | 4.65e-3 | 3.48e-2 ✓ sig. |
| Processive synthesis on the lagging strand | Reactome | 1 / 10 | 172× | 5.82e-3 | 4.03e-2 ✓ sig. |
| Inhibition of replication initiation of damaged DNA by RB1/E2F1 | Reactome | 1 / 10 | 172× | 5.82e-3 | 4.03e-2 ✓ sig. |
| rRNA modification in the nucleus and cytosol | Reactome | 1 / 12 | 143× | 6.97e-3 | 4.53e-2 ✓ sig. |
| Polymerase switching | Reactome | 1 / 14 | 123× | 8.13e-3 | 5.01e-2 |
| Removal of the Flap Intermediate | Reactome | 1 / 14 | 123× | 8.13e-3 | 5.01e-2 |
| KSRP (KHSRP) binds and destabilizes mRNA | Reactome | 1 / 15 | 114× | 8.71e-3 | 5.22e-2 |
| Polymerase switching on the C-strand of the telomere | Reactome | 1 / 17 | 101× | 9.87e-3 | 5.65e-2 |
| ATF4 activates genes in response to endoplasmic reticulum stress | Reactome | 1 / 18 | 95.3× | 1.04e-2 | 5.84e-2 |
| Deadenylation of mRNA | Reactome | 1 / 24 | 71.5× | 1.39e-2 | 6.94e-2 |
| Resolution of D-loop Structures through Synthesis-Dependent Strand Annealing (SDSA) | Reactome | 1 / 26 | 66.0× | 1.51e-2 | 7.27e-2 |
| Cargo concentration in the ER | Reactome | 1 / 33 | 52.0× | 1.91e-2 | 8.33e-2 |
| Activation of the pre-replicative complex | Reactome | 1 / 33 | 52.0× | 1.91e-2 | 8.33e-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 ⇵ |
|---|---|---|---|---|---|
| positive regulation of telomere maintenance via telomerase | GO:0032212 | 3 / 23 | 348× | 5.68e-8 | 7.89e-6 ✓ sig. |
| telomere maintenance via telomerase | GO:0007004 | 3 / 24 | 334× | 6.49e-8 | 8.84e-6 ✓ sig. |
| box H/ACA sno(s)RNA 3'-end processing | GO:0000495 | 2 / 2 | 2,670× | 1.20e-7 | 1.48e-5 ✓ sig. |
| protein localization to Cajal body | GO:1904867 | 2 / 2 | 2,670× | 1.20e-7 | 1.48e-5 ✓ sig. |
| telomerase RNA stabilization | GO:0090669 | 2 / 4 | 1,335× | 7.21e-7 | 6.58e-5 ✓ sig. |
| regulation of telomerase RNA localization to Cajal body | GO:1904872 | 2 / 4 | 1,335× | 7.21e-7 | 6.58e-5 ✓ sig. |
| scaRNA localization to Cajal body | GO:0090666 | 2 / 5 | 1,068× | 1.20e-6 | 9.99e-5 ✓ sig. |
| RNA modification | GO:0009451 | 2 / 17 | 314× | 1.63e-5 | 7.92e-4 ✓ sig. |
| telomere maintenance | GO:0000723 | 2 / 66 | 80.9× | 2.55e-4 | 6.04e-3 ✓ sig. |
| regulation of RNA stability | GO:0043487 | 1 / 1 | 2,670× | 3.75e-4 | 7.81e-3 ✓ sig. |
| DNA strand displacement | GO:0000732 | 1 / 1 | 2,670× | 3.75e-4 | 7.81e-3 ✓ sig. |
| negative regulation of telomere maintenance in response to DNA damage | GO:1904506 | 1 / 1 | 2,670× | 3.75e-4 | 7.81e-3 ✓ sig. |
| positive regulation of telomeric loop disassembly | GO:1904535 | 1 / 1 | 2,670× | 3.75e-4 | 7.81e-3 ✓ sig. |
| DNA strand elongation | GO:0022616 | 1 / 1 | 2,670× | 3.75e-4 | 7.81e-3 ✓ sig. |
| siRNA transcription | GO:0140745 | 1 / 1 | 2,670× | 3.75e-4 | 7.81e-3 ✓ sig. |