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 118
11
Diseases
37
Unique genes
0.150
Avg. similarity score
Chiari-frommel syndrome
Most-connected disease (7 links)
Disease
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Chiari-frommel syndrome
Disruptive impulse-control and conduct disorder
Hyperproinsulinemia
Pituitary neoplasms
Dyskinesia, drug-induced
Myoclonic dystonia
Delirium
obsolete early infantile epileptic encephalopathy
Hyperprolactinemia
Bradyopsia
multiple endocrine neoplasia type 4
Member diseases (most connected first ‐ the cluster's core)
| Disease ⇵ | Connections in cluster ⇵ | Significant partners ⇵ | Curated genes ⇵ |
|---|---|---|---|
| Chiari-frommel syndrome | 7 | 7 | 7 |
| Disruptive impulse-control and conduct disorder | 6 | 6 | 5 |
| Hyperproinsulinemia | 6 | 6 | 9 |
| Pituitary neoplasms | 6 | 6 | 6 |
| Dyskinesia, drug-induced | 5 | 5 | 15 |
| Myoclonic dystonia | 4 | 4 | 4 |
| Delirium | 3 | 3 | 10 |
| obsolete early infantile epileptic encephalopathy | 3 | 3 | 1 |
| Hyperprolactinemia | 2 | 2 | 1 |
| Bradyopsia | 1 | 1 | 2 |
| multiple endocrine neoplasia type 4 | 1 | 1 | 1 |
Top shared genes (genes linked to 2+ member diseases)
| Gene ⇵ | Member diseases ⇵ | Linked diseases |
|---|---|---|
| DRD2 | 7 / 11 | Chiari-frommel syndrome, Delirium, Disruptive impulse-control and conduct disorder, Dyskinesia, drug-induced and 3 more |
| GAD1 | 4 / 11 | Chiari-frommel syndrome, Dyskinesia, drug-induced, Hyperproinsulinemia, obsolete early infantile epileptic encephalopathy |
| PRL | 4 / 11 | Chiari-frommel syndrome, Disruptive impulse-control and conduct disorder, Hyperproinsulinemia, Pituitary neoplasms |
| DRD3 | 3 / 11 | Delirium, Disruptive impulse-control and conduct disorder, Dyskinesia, drug-induced |
| PRLR | 3 / 11 | Chiari-frommel syndrome, Hyperproinsulinemia, Hyperprolactinemia |
| CDKN1B | 2 / 11 | multiple endocrine neoplasia type 4, Pituitary neoplasms |
| FOSB | 2 / 11 | Disruptive impulse-control and conduct disorder, Dyskinesia, drug-induced |
| GNRH1 | 2 / 11 | Chiari-frommel syndrome, Hyperproinsulinemia |
| IGF1 | 2 / 11 | Delirium, Pituitary neoplasms |
| LHB | 2 / 11 | Chiari-frommel syndrome, Hyperproinsulinemia |
| PGR | 2 / 11 | Chiari-frommel syndrome, Hyperproinsulinemia |
| RGS9 | 2 / 11 | Bradyopsia, Dyskinesia, drug-induced |
| TH | 2 / 11 | Delirium, Dyskinesia, drug-induced |
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 ⇵ |
|---|---|---|---|---|---|
| Hormone signaling | KEGG | 15 / 219 | 22.2× | 3.33e-17 | 1.63e-14 ✓ sig. |
| Neuroactive ligand-receptor interaction | KEGG | 13 / 370 | 11.4× | 3.33e-11 | 5.35e-9 ✓ sig. |
| Cocaine addiction | KEGG | 7 / 49 | 46.4× | 1.13e-10 | 1.61e-8 ✓ sig. |
| Dopamine receptors | Reactome | 3 / 5 | 195× | 2.68e-7 | 1.55e-5 ✓ sig. |
| Amphetamine addiction | KEGG | 5 / 69 | 23.5× | 2.04e-6 | 8.95e-5 ✓ sig. |
| Prolactin signaling pathway | KEGG | 5 / 71 | 22.9× | 2.36e-6 | 1.01e-4 ✓ sig. |
| FoxO signaling pathway | KEGG | 6 / 133 | 14.6× | 2.89e-6 | 1.20e-4 ✓ sig. |
| Prolactin receptor signaling | Reactome | 3 / 12 | 81.1× | 5.81e-6 | 2.14e-4 ✓ sig. |
| Growth hormone receptor signaling | Reactome | 3 / 14 | 69.6× | 9.57e-6 | 3.24e-4 ✓ sig. |
| PI3K-Akt signaling pathway | KEGG | 8 / 361 | 7.2× | 1.11e-5 | 3.66e-4 ✓ sig. |
| Interleukin-10 signaling | Reactome | 4 / 47 | 27.6× | 1.24e-5 | 4.00e-4 ✓ sig. |
| Peptide ligand-binding receptors | Reactome | 5 / 106 | 15.3× | 1.70e-5 | 5.22e-4 ✓ sig. |
| Alcoholism | KEGG | 6 / 188 | 10.4× | 2.11e-5 | 6.26e-4 ✓ sig. |
| Synthesis, secretion, and deacylation of Ghrelin | Reactome | 3 / 19 | 51.3× | 2.52e-5 | 7.21e-4 ✓ sig. |
| Cytokine-cytokine receptor interaction | KEGG | 7 / 298 | 7.6× | 2.93e-5 | 8.18e-4 ✓ 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 ⇵ |
|---|---|---|---|---|---|
| response to ethanol | GO:0045471 | 8 / 110 | 36.7× | 3.73e-11 | 1.18e-8 ✓ sig. |
| regulation of dopamine uptake involved in synaptic transmission | GO:0051584 | 4 / 5 | 404× | 6.49e-11 | 1.94e-8 ✓ sig. |
| behavioral response to cocaine | GO:0048148 | 5 / 17 | 149× | 1.40e-10 | 3.89e-8 ✓ sig. |
| response to cocaine | GO:0042220 | 5 / 35 | 72.2× | 7.14e-9 | 1.28e-6 ✓ sig. |
| prepulse inhibition | GO:0060134 | 4 / 14 | 144× | 1.28e-8 | 2.12e-6 ✓ sig. |
| synaptic transmission, dopaminergic | GO:0001963 | 4 / 15 | 135× | 1.75e-8 | 2.78e-6 ✓ sig. |
| locomotory behavior | GO:0007626 | 6 / 99 | 30.6× | 3.86e-8 | 5.45e-6 ✓ sig. |
| negative regulation of protein secretion | GO:0050709 | 4 / 22 | 91.8× | 9.27e-8 | 1.13e-5 ✓ sig. |
| positive regulation of MAPK cascade | GO:0043410 | 7 / 224 | 15.8× | 2.46e-7 | 2.58e-5 ✓ sig. |
| hyaloid vascular plexus regression | GO:1990384 | 3 / 7 | 216× | 2.49e-7 | 2.61e-5 ✓ sig. |
| cell surface receptor signaling pathway via STAT | GO:0097696 | 4 / 28 | 72.2× | 2.57e-7 | 2.68e-5 ✓ sig. |
| response to amphetamine | GO:0001975 | 4 / 31 | 65.2× | 3.94e-7 | 3.83e-5 ✓ sig. |
| phospholipase C-activating dopamine receptor signaling pathway | GO:0060158 | 3 / 8 | 189× | 3.97e-7 | 3.85e-5 ✓ sig. |
| dopamine biosynthetic process | GO:0042416 | 3 / 9 | 168× | 5.95e-7 | 5.42e-5 ✓ sig. |
| G protein-coupled dopamine receptor signaling pathway | GO:0007212 | 3 / 9 | 168× | 5.95e-7 | 5.42e-5 ✓ sig. |