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 218
9
Diseases
7
Unique genes
0.365
Avg. similarity score
Bulbo-spinal atrophy, x-linked
Most-connected disease (7 links)
Disease
Searched: Bladder clear cell adenocarcinoma
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Node size = connections within this cluster · edge thickness = similarity strength · hover an edge for its details ·
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Bladder clear cell adenocarcinoma
Bulbo-spinal atrophy, x-linked
Kennedy disease
Partial androgen insensitivity syndrome
Androgen insensitivity syndrome
Hypospadias 1, x-linked
Spinal and bulb muscul atrophy
Male breast neoplasms
Meier-gorlin syndrome 7
Member diseases (most connected first ‐ the cluster's core)
| Disease ⇵ | Connections in cluster ⇵ | Significant partners ⇵ | Curated genes ⇵ |
|---|---|---|---|
| Bulbo-spinal atrophy, x-linked | 7 | 7 | 1 |
| Kennedy disease | 7 | 7 | 1 |
| Partial androgen insensitivity syndrome | 7 | 7 | 1 |
| Androgen insensitivity syndrome | 6 | 6 | 2 |
| Hypospadias 1, x-linked | 6 | 6 | 1 |
| Spinal and bulb muscul atrophy | 6 | 6 | 1 |
| Male breast neoplasms | 5 | 5 | 4 |
| Bladder clear cell adenocarcinoma | 3 | 3 | 3 |
| Meier-gorlin syndrome 7 | 1 | 1 | 1 |
Top shared genes (genes linked to 2+ member diseases)
| Gene ⇵ | Member diseases ⇵ | Linked diseases |
|---|---|---|
| AR | 8 / 9 | Androgen insensitivity syndrome, Bladder clear cell adenocarcinoma, Bulbo-spinal atrophy, x-linked, Hypospadias 1, x-linked and 4 more |
| CDC45 | 2 / 9 | Androgen insensitivity syndrome, Meier-gorlin syndrome 7 |
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 ⇵ |
|---|---|---|---|---|---|
| APC truncation mutants are not K63 polyubiquitinated | Reactome | 1 / 1 | 1,716× | 5.83e-4 | 7.52e-3 ✓ sig. |
| Colorectal cancer | KEGG | 2 / 87 | 39.4× | 1.06e-3 | 1.19e-2 ✓ sig. |
| Defective Mismatch Repair Associated With MSH6 | Reactome | 1 / 2 | 858× | 1.17e-3 | 1.27e-2 ✓ sig. |
| Defective Mismatch Repair Associated With MSH3 | Reactome | 1 / 2 | 858× | 1.17e-3 | 1.27e-2 ✓ sig. |
| Defective Mismatch Repair Associated With MSH2 | Reactome | 1 / 3 | 572× | 1.75e-3 | 1.73e-2 ✓ sig. |
| RUNX2 regulates osteoblast differentiation | Reactome | 1 / 3 | 572× | 1.75e-3 | 1.73e-2 ✓ sig. |
| Pathways in cancer | KEGG | 3 / 533 | 9.7× | 2.66e-3 | 2.34e-2 ✓ sig. |
| Cell cycle | KEGG | 2 / 158 | 21.7× | 3.46e-3 | 2.82e-2 ✓ sig. |
| Mismatch repair (MMR) directed by MSH2:MSH3 (MutSbeta) | Reactome | 1 / 10 | 172× | 5.82e-3 | 4.03e-2 ✓ sig. |
| Stabilization of p53 | Reactome | 1 / 11 | 156× | 6.40e-3 | 4.28e-2 ✓ sig. |
| Chk1/Chk2(Cds1) mediated inactivation of Cyclin B:Cdk1 complex | Reactome | 1 / 12 | 143× | 6.97e-3 | 4.53e-2 ✓ sig. |
| Mismatch repair (MMR) directed by MSH2:MSH6 (MutSalpha) | Reactome | 1 / 14 | 123× | 8.13e-3 | 5.01e-2 |
| APC truncation mutants have impaired AXIN binding | Reactome | 1 / 14 | 123× | 8.13e-3 | 5.01e-2 |
| AXIN missense mutants destabilize the destruction complex | Reactome | 1 / 14 | 123× | 8.13e-3 | 5.01e-2 |
| Truncations of AMER1 destabilize the destruction complex | Reactome | 1 / 14 | 123× | 8.13e-3 | 5.01e-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 ⇵ |
|---|---|---|---|---|---|
| mitotic intra-S DNA damage checkpoint signaling | GO:0031573 | 2 / 17 | 314× | 1.63e-5 | 7.92e-4 ✓ sig. |
| DNA damage response | GO:0006974 | 4 / 577 | 18.5× | 2.92e-5 | 1.23e-3 ✓ sig. |
| intrinsic apoptotic signaling pathway in response to DNA damage by p53 class mediator | GO:0042771 | 2 / 33 | 162× | 6.32e-5 | 2.20e-3 ✓ sig. |
| in utero embryonic development | GO:0001701 | 3 / 252 | 31.8× | 8.15e-5 | 2.66e-3 ✓ sig. |
| intrinsic apoptotic signaling pathway in response to DNA damage | GO:0008630 | 2 / 54 | 98.9× | 1.71e-4 | 4.53e-3 ✓ sig. |
| DNA repair | GO:0006281 | 3 / 420 | 19.1× | 3.69e-4 | 7.78e-3 ✓ sig. |
| male somatic sex determination | GO:0019102 | 1 / 1 | 2,670× | 3.75e-4 | 7.81e-3 ✓ sig. |
| prostate induction | GO:0060514 | 1 / 1 | 2,670× | 3.75e-4 | 7.81e-3 ✓ sig. |
| mitotic DNA replication preinitiation complex assembly | GO:1902977 | 1 / 1 | 2,670× | 3.75e-4 | 7.81e-3 ✓ sig. |
| double-strand break repair | GO:0006302 | 2 / 87 | 61.4× | 4.43e-4 | 8.75e-3 ✓ sig. |
| negative regulation of DNA damage checkpoint | GO:2000002 | 1 / 2 | 1,335× | 7.49e-4 | 1.23e-2 ✓ sig. |
| somatic recombination of immunoglobulin genes involved in immune response | GO:0002204 | 1 / 2 | 1,335× | 7.49e-4 | 1.23e-2 ✓ sig. |
| regulation of developmental growth | GO:0048638 | 1 / 2 | 1,335× | 7.49e-4 | 1.23e-2 ✓ sig. |
| lateral sprouting involved in mammary gland duct morphogenesis | GO:0060599 | 1 / 2 | 1,335× | 7.49e-4 | 1.23e-2 ✓ sig. |
| regulation of prostatic bud formation | GO:0060685 | 1 / 2 | 1,335× | 7.49e-4 | 1.23e-2 ✓ sig. |