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.
← Back to all clusters
Cluster 272
7
Diseases
203
Unique genes
0.035
Avg. similarity score
Specific language disorder
Most-connected disease (4 links)
Disease
Pinned (dragged)
Node size = connections within this cluster · edge thickness = similarity strength · hover an edge for its details ·
click a node to select it and show its pairs below (double-click or Ctrl/⌘-click opens the disease page) ·
drag a node to pin it in place · scroll/pinch to zoom.
Specific language disorder
Brain aneurysm
Dyslexia
Male infertility acephalic spermatozoa
holocarboxylase synthetase deficiency
Cortical dysplasia-focal epilepsy syndrome
Trimethylaminuria
Member diseases (most connected first ‐ the cluster's core)
| Disease ⇵ | Connections in cluster ⇵ | Significant partners ⇵ | Curated genes ⇵ |
|---|---|---|---|
| Specific language disorder | 4 | 4 | 19 |
| Brain aneurysm | 3 | 3 | 87 |
| Dyslexia | 3 | 3 | 111 |
| Male infertility acephalic spermatozoa | 2 | 2 | 2 |
| holocarboxylase synthetase deficiency | 2 | 2 | 1 |
| Cortical dysplasia-focal epilepsy syndrome | 1 | 1 | 1 |
| Trimethylaminuria | 1 | 1 | 2 |
Top shared genes (genes linked to 2+ member diseases)
| Gene ⇵ | Member diseases ⇵ | Linked diseases |
|---|---|---|
| HLCS | 3 / 7 | Brain aneurysm, holocarboxylase synthetase deficiency, Specific language disorder |
| PMFBP1 | 3 / 7 | Dyslexia, Male infertility acephalic spermatozoa, Specific language disorder |
| CCDC136 | 2 / 7 | Dyslexia, Specific language disorder |
| CCDC171 | 2 / 7 | Brain aneurysm, Dyslexia |
| CNTNAP2 | 2 / 7 | Cortical dysplasia-focal epilepsy syndrome, Specific language disorder |
| COX6A1 | 2 / 7 | Dyslexia, Specific language disorder |
| EPHA4 | 2 / 7 | Dyslexia, Specific language disorder |
| ESRRG | 2 / 7 | Brain aneurysm, Dyslexia |
| FHIT | 2 / 7 | Brain aneurysm, Dyslexia |
| FMO4 | 2 / 7 | Brain aneurysm, Trimethylaminuria |
| FOXP2 | 2 / 7 | Dyslexia, Specific language disorder |
| HDAC9 | 2 / 7 | Brain aneurysm, Dyslexia |
| INIP | 2 / 7 | Dyslexia, Specific language disorder |
| RBFOX1 | 2 / 7 | Brain aneurysm, Dyslexia |
| RBFOX2 | 2 / 7 | Dyslexia, Specific language disorder |
| RBMS3 | 2 / 7 | Brain aneurysm, Dyslexia |
| STK24 | 2 / 7 | Dyslexia, Specific language disorder |
| ZFP64 | 2 / 7 | Dyslexia, Specific language disorder |
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 ⇵ |
|---|---|---|---|---|---|
| LDL remodeling | Reactome | 2 / 3 | 39.4× | 8.43e-4 | 1.19e-2 ✓ sig. |
| Cholesterol metabolism | KEGG | 5 / 51 | 5.8× | 1.64e-3 | 1.98e-2 ✓ sig. |
| Chylomicron clearance | Reactome | 2 / 5 | 23.7× | 2.75e-3 | 2.89e-2 ✓ sig. |
| Elastic fibre formation | Reactome | 3 / 18 | 9.9× | 3.22e-3 | 3.24e-2 ✓ sig. |
| DARPP-32 events | Reactome | 3 / 19 | 9.3× | 3.78e-3 | 3.62e-2 ✓ sig. |
| Scavenging by Class F Receptors | Reactome | 2 / 6 | 19.7× | 4.08e-3 | 3.82e-2 ✓ sig. |
| Lysine degradation | KEGG | 5 / 63 | 4.7× | 4.17e-3 | 3.88e-2 ✓ sig. |
| Regulation of FOXO transcriptional activity by acetylation | Reactome | 2 / 7 | 16.9× | 5.65e-3 | 4.75e-2 ✓ sig. |
| Dopaminergic synapse | KEGG | 7 / 132 | 3.1× | 7.08e-3 | 5.51e-2 |
| Chylomicron remodeling | Reactome | 2 / 9 | 13.1× | 9.47e-3 | 6.63e-2 |
| Chylomicron assembly | Reactome | 2 / 9 | 13.1× | 9.47e-3 | 6.63e-2 |
| HDL remodeling | Reactome | 2 / 10 | 11.8× | 1.17e-2 | 7.54e-2 |
| FOXO-mediated transcription of oxidative stress, metabolic and neuronal genes | Reactome | 2 / 10 | 11.8× | 1.17e-2 | 7.54e-2 |
| Scavenging by Class A Receptors | Reactome | 2 / 11 | 10.8× | 1.41e-2 | 8.41e-2 |
| Defective FMO3 causes Trimethylaminuria (TMAU) | Reactome | 1 / 1 | 59.2× | 1.69e-2 | 9.37e-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 ⇵ |
|---|---|---|---|---|---|
| vocal learning | GO:0042297 | 4 / 8 | 46.0× | 9.15e-7 | 7.72e-5 ✓ sig. |
| positive regulation of synapse maturation | GO:0090129 | 3 / 8 | 34.5× | 6.80e-5 | 2.26e-3 ✓ sig. |
| proteoglycan biosynthetic process | GO:0030166 | 4 / 21 | 17.5× | 7.00e-5 | 2.32e-3 ✓ sig. |
| positive regulation of inositol 1,4,5-trisphosphate-sensitive calcium-release channel activity | GO:0031587 | 2 / 2 | 92.1× | 1.17e-4 | 3.42e-3 ✓ sig. |
| low-density lipoprotein particle remodeling | GO:0034374 | 3 / 16 | 17.3× | 6.37e-4 | 1.13e-2 ✓ sig. |
| photoreceptor cell development | GO:0042461 | 2 / 4 | 46.0× | 6.95e-4 | 1.19e-2 ✓ sig. |
| sequestering of TGFbeta in extracellular matrix | GO:0035583 | 2 / 4 | 46.0× | 6.95e-4 | 1.19e-2 ✓ sig. |
| triglyceride homeostasis | GO:0070328 | 4 / 38 | 9.7× | 7.47e-4 | 1.25e-2 ✓ sig. |
| axon development | GO:0061564 | 4 / 40 | 9.2× | 9.10e-4 | 1.42e-2 ✓ sig. |
| vocalization behavior | GO:0071625 | 3 / 19 | 14.5× | 1.08e-3 | 1.58e-2 ✓ sig. |
| cellular response to lipoprotein particle stimulus | GO:0071402 | 2 / 5 | 36.8× | 1.15e-3 | 1.65e-2 ✓ sig. |
| NMDA glutamate receptor clustering | GO:0097114 | 2 / 5 | 36.8× | 1.15e-3 | 1.65e-2 ✓ sig. |
| camera-type eye photoreceptor cell differentiation | GO:0060219 | 2 / 5 | 36.8× | 1.15e-3 | 1.65e-2 ✓ sig. |
| antral ovarian follicle growth | GO:0001547 | 2 / 5 | 36.8× | 1.15e-3 | 1.65e-2 ✓ sig. |
| positive regulation of cation channel activity | GO:2001259 | 2 / 5 | 36.8× | 1.15e-3 | 1.65e-2 ✓ sig. |
Pairs within this cluster, by significance
| Disease A ⇵ | Disease B ⇵ | Similarity score ⇵ | Shared genes ⇵ | P-value ⇵ | FDR q-value ⇵ |
|---|---|---|---|---|---|
| Dyslexia | Specific language disorder | 0.074 | 9 | 3.29e-15 | 5.01e-14 ✓ sig. |
| Brain aneurysm | Dyslexia | 0.031 | 6 | 3.85e-5 | 1.86e-4 ✓ sig. |
| Cortical dysplasia-focal epilepsy syndrome | Specific language disorder | 0.050 | 1 | 1.23e-3 | 1.97e-3 ✓ sig. |
| holocarboxylase synthetase deficiency | Specific language disorder | 0.050 | 1 | 1.23e-3 | 1.97e-3 ✓ sig. |
| Male infertility acephalic spermatozoa | Specific language disorder | 0.048 | 1 | 2.47e-3 | 3.36e-3 ✓ sig. |
| Brain aneurysm | holocarboxylase synthetase deficiency | 0.011 | 1 | 5.65e-3 | 6.86e-3 ✓ sig. |
| Brain aneurysm | Trimethylaminuria | 0.011 | 1 | 1.13e-2 | 1.27e-2 ✓ sig. |
| Dyslexia | Male infertility acephalic spermatozoa | 0.009 | 1 | 1.44e-2 | 1.60e-2 ✓ sig. |