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 419
5
Diseases
530
Unique genes
0.270
Avg. similarity score
Coloboma, cleft lip-palate and mental retardation syndrome
Most-connected disease (3 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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Coloboma, cleft lip-palate and mental retardation syndrome
Coloboma, ocular, with or without hearing impairment, cleft lip/palate, and/or impaired intellectual development
Uveal coloboma-cleft lip and palate-intellectual disability
Breast neoplasms
Zunich neuroectodermal syndrome
Member diseases (most connected first ‐ the cluster's core)
| Disease ⇵ | Connections in cluster ⇵ | Significant partners ⇵ | Curated genes ⇵ |
|---|---|---|---|
| Coloboma, cleft lip-palate and mental retardation syndrome | 3 | 3 | 1 |
| Coloboma, ocular, with or without hearing impairment, cleft lip/palate, and/or impaired intellectual development | 3 | 3 | 2 |
| Uveal coloboma-cleft lip and palate-intellectual disability | 3 | 3 | 1 |
| Breast neoplasms | 2 | 2 | 0 |
| Zunich neuroectodermal syndrome | 1 | 1 | 1 |
Top shared genes (genes linked to 2+ member diseases)
| Gene ⇵ | Member diseases ⇵ | Linked diseases |
|---|---|---|
| YAP1 | 4 / 5 | Breast neoplasms, Coloboma, cleft lip-palate and mental retardation syndrome, Coloboma, ocular, with or without hearing impairment, cleft lip/palate, and/or impaired intellectual development, Uveal coloboma-cleft lip and palate-intellectual disability |
| PIGL | 2 / 5 | Coloboma, ocular, with or without hearing impairment, cleft lip/palate, and/or impaired intellectual development, Zunich neuroectodermal syndrome |
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 ⇵ |
|---|---|---|---|---|---|
| Cellular senescence | KEGG | 5 / 157 | 22.5× | 1.95e-6 | 8.60e-5 ✓ sig. |
| Pancreatic cancer | KEGG | 4 / 77 | 36.7× | 3.49e-6 | 1.41e-4 ✓ sig. |
| Pathways in cancer | KEGG | 7 / 533 | 9.3× | 4.30e-6 | 1.68e-4 ✓ sig. |
| Evasion of Oncogene Induced Senescence Due to Defective p16INK4A binding to CDK4 and CDK6 | Reactome | 2 / 3 | 471× | 5.65e-6 | 2.10e-4 ✓ sig. |
| Evasion of Oxidative Stress Induced Senescence Due to Defective p16INK4A binding to CDK4 and CDK6 | Reactome | 2 / 3 | 471× | 5.65e-6 | 2.10e-4 ✓ sig. |
| AGE-RAGE signaling pathway in diabetic complications | KEGG | 4 / 101 | 28.0× | 1.03e-5 | 3.44e-4 ✓ sig. |
| Human cytomegalovirus infection | KEGG | 5 / 226 | 15.6× | 1.16e-5 | 3.80e-4 ✓ sig. |
| Senescence-Associated Secretory Phenotype (SASP) | Reactome | 4 / 111 | 25.5× | 1.50e-5 | 4.71e-4 ✓ sig. |
| Bladder cancer | KEGG | 3 / 41 | 51.7× | 2.43e-5 | 7.00e-4 ✓ sig. |
| PTK6 Regulates Cell Cycle | Reactome | 2 / 6 | 235× | 2.82e-5 | 7.91e-4 ✓ sig. |
| Measles | KEGG | 4 / 139 | 20.3× | 3.64e-5 | 9.81e-4 ✓ sig. |
| Malaria | KEGG | 3 / 50 | 42.4× | 4.43e-5 | 1.16e-3 ✓ sig. |
| Breast cancer | KEGG | 4 / 148 | 19.1× | 4.65e-5 | 1.20e-3 ✓ sig. |
| Cell cycle | KEGG | 4 / 158 | 17.9× | 6.01e-5 | 1.48e-3 ✓ sig. |
| Hepatitis C | KEGG | 4 / 159 | 17.8× | 6.15e-5 | 1.51e-3 ✓ sig. |
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 G2/M transition of mitotic cell cycle | GO:0010389 | 3 / 15 | 220× | 2.83e-7 | 2.90e-5 ✓ sig. |
| positive regulation of gene expression | GO:0010628 | 6 / 504 | 13.1× | 3.59e-6 | 2.30e-4 ✓ sig. |
| cellular response to lipopolysaccharide | GO:0071222 | 4 / 187 | 23.5× | 2.09e-5 | 9.29e-4 ✓ sig. |
| regulation of gene expression | GO:0010468 | 5 / 402 | 13.7× | 2.25e-5 | 9.83e-4 ✓ sig. |
| cell division | GO:0051301 | 5 / 406 | 13.5× | 2.36e-5 | 1.02e-3 ✓ sig. |
| G1/S transition of mitotic cell cycle | GO:0000082 | 3 / 85 | 38.8× | 5.90e-5 | 2.03e-3 ✓ sig. |
| negative regulation of epithelial cell differentiation | GO:0030857 | 2 / 17 | 129× | 1.05e-4 | 3.14e-3 ✓ sig. |
| signal transduction | GO:0007165 | 8 / 2,125 | 4.1× | 2.60e-4 | 6.08e-3 ✓ sig. |
| cellular response to gamma radiation | GO:0071480 | 2 / 28 | 78.5× | 2.90e-4 | 6.56e-3 ✓ sig. |
| positive regulation of DNA replication | GO:0045740 | 2 / 29 | 75.8× | 3.12e-4 | 6.91e-3 ✓ sig. |
| cellular response to fibroblast growth factor stimulus | GO:0044344 | 2 / 33 | 66.6× | 4.05e-4 | 8.28e-3 ✓ sig. |
| helper T cell extravasation | GO:0035684 | 1 / 1 | 1,099× | 9.10e-4 | 1.42e-2 ✓ sig. |
| chemokine (C-C motif) ligand 2 signaling pathway | GO:0038148 | 1 / 1 | 1,099× | 9.10e-4 | 1.42e-2 ✓ sig. |
| regulation of single stranded viral RNA replication via double stranded DNA intermediate | GO:0045091 | 1 / 1 | 1,099× | 9.10e-4 | 1.42e-2 ✓ sig. |
| response to mineralocorticoid | GO:0051385 | 1 / 1 | 1,099× | 9.10e-4 | 1.42e-2 ✓ sig. |