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 420
5
Diseases
3
Unique genes
0.300
Avg. similarity score
Primary bilateral macronodular adrenal hyperplasia
Most-connected disease (4 links)
Disease
Searched: Macronodular adrenal hyperplasia
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Macronodular adrenal hyperplasia
Primary bilateral macronodular adrenal hyperplasia
Cleft palate psychomotor retardation distinctive facial features
palatal anomalies-widely spaced teeth-facial dysmorphism-developmental delay syndrome
Osteoma cutis
Member diseases (most connected first ‐ the cluster's core)
| Disease ⇵ | Connections in cluster ⇵ | Significant partners ⇵ | Curated genes ⇵ |
|---|---|---|---|
| Primary bilateral macronodular adrenal hyperplasia | 4 | 4 | 3 |
| Cleft palate psychomotor retardation distinctive facial features | 2 | 2 | 1 |
| palatal anomalies-widely spaced teeth-facial dysmorphism-developmental delay syndrome | 2 | 2 | 1 |
| Macronodular adrenal hyperplasia | 1 | 1 | 1 |
| Osteoma cutis | 1 | 1 | 1 |
Top shared genes (genes linked to 2+ member diseases)
| Gene ⇵ | Member diseases ⇵ | Linked diseases |
|---|---|---|
| KDM1A | 3 / 5 | Cleft palate psychomotor retardation distinctive facial features, palatal anomalies-widely spaced teeth-facial dysmorphism-developmental delay syndrome, Primary bilateral macronodular adrenal hyperplasia |
| ARMC5 | 2 / 5 | Macronodular adrenal hyperplasia, Primary bilateral macronodular adrenal hyperplasia |
| GNAS | 2 / 5 | Osteoma cutis, Primary bilateral macronodular adrenal hyperplasia |
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 ⇵ |
|---|---|---|---|---|---|
| Cushing syndrome | KEGG | 2 / 155 | 51.7× | 4.92e-4 | 8.04e-3 ✓ sig. |
| Thermogenesis | KEGG | 2 / 234 | 34.2× | 1.12e-3 | 1.51e-2 ✓ sig. |
| PKA activation in glucagon signalling | Reactome | 1 / 17 | 235× | 4.24e-3 | 3.98e-2 ✓ sig. |
| Prostacyclin signalling through prostacyclin receptor | Reactome | 1 / 19 | 211× | 4.74e-3 | 4.29e-2 ✓ sig. |
| Glucagon signaling in metabolic regulation | Reactome | 1 / 26 | 154× | 6.48e-3 | 5.31e-2 |
| Glucagon-type ligand receptors | Reactome | 1 / 33 | 121× | 8.22e-3 | 6.20e-2 |
| Glucagon-like Peptide-1 (GLP1) regulates insulin secretion | Reactome | 1 / 36 | 111× | 8.97e-3 | 6.53e-2 |
| NR1H3 & NR1H2 regulate gene expression linked to cholesterol transport and efflux | Reactome | 1 / 37 | 108× | 9.21e-3 | 6.66e-2 |
| Vasopressin regulates renal water homeostasis via Aquaporins | Reactome | 1 / 43 | 93.1× | 1.07e-2 | 7.32e-2 |
| Vasopressin-regulated water reabsorption | KEGG | 1 / 44 | 91.0× | 1.10e-2 | 7.41e-2 |
| Cocaine addiction | KEGG | 1 / 49 | 81.7× | 1.22e-2 | 7.92e-2 |
| HDMs demethylate histones | Reactome | 1 / 50 | 80.1× | 1.24e-2 | 8.00e-2 |
| Vibrio cholerae infection | KEGG | 1 / 51 | 78.5× | 1.27e-2 | 8.10e-2 |
| Ovarian steroidogenesis | KEGG | 1 / 52 | 77.0× | 1.29e-2 | 8.18e-2 |
| Endocrine and other factor-regulated calcium reabsorption | KEGG | 1 / 53 | 75.5× | 1.32e-2 | 8.29e-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 cold-induced thermogenesis | GO:0120162 | 2 / 102 | 122× | 8.82e-5 | 2.82e-3 ✓ sig. |
| adrenal cortex development | GO:0035801 | 1 / 1 | 6,229× | 1.61e-4 | 4.40e-3 ✓ sig. |
| guanine metabolic process | GO:0046098 | 1 / 2 | 3,115× | 3.21e-4 | 7.18e-3 ✓ sig. |
| negative regulation of transcription initiation-coupled chromatin remodeling | GO:0160217 | 1 / 3 | 2,076× | 4.82e-4 | 9.50e-3 ✓ sig. |
| adenylate cyclase-activating serotonin receptor signaling pathway | GO:0007192 | 1 / 5 | 1,246× | 8.03e-4 | 1.34e-2 ✓ sig. |
| hair follicle placode formation | GO:0060789 | 1 / 5 | 1,246× | 8.03e-4 | 1.34e-2 ✓ sig. |
| response to parathyroid hormone | GO:0071107 | 1 / 5 | 1,246× | 8.03e-4 | 1.34e-2 ✓ sig. |
| regulation of skeletal muscle contraction | GO:0014819 | 1 / 6 | 1,038× | 9.63e-4 | 1.50e-2 ✓ sig. |
| response to fungicide | GO:0060992 | 1 / 6 | 1,038× | 9.63e-4 | 1.50e-2 ✓ sig. |
| CD4-positive, alpha-beta T cell differentiation | GO:0043367 | 1 / 7 | 890× | 1.12e-3 | 1.66e-2 ✓ sig. |
| cellular response to catecholamine stimulus | GO:0071870 | 1 / 7 | 890× | 1.12e-3 | 1.66e-2 ✓ sig. |
| negative regulation of intrinsic apoptotic signaling pathway by p53 class mediator | GO:1902254 | 1 / 8 | 779× | 1.28e-3 | 1.79e-2 ✓ sig. |
| regulation of steroid biosynthetic process | GO:0050810 | 1 / 9 | 692× | 1.44e-3 | 1.91e-2 ✓ sig. |
| vascular endothelial cell response to laminar fluid shear stress | GO:0097700 | 1 / 9 | 692× | 1.44e-3 | 1.91e-2 ✓ sig. |
| cellular response to glucagon stimulus | GO:0071377 | 1 / 11 | 566× | 1.76e-3 | 2.16e-2 ✓ sig. |
Pairs within this cluster, by significance
| Disease A ⇵ | Disease B ⇵ | Similarity score ⇵ | Shared genes ⇵ | P-value ⇵ | FDR q-value ⇵ |
|---|---|---|---|---|---|
| Cleft palate psychomotor retardation distinctive facial features | palatal anomalies-widely spaced teeth-facial dysmorphism-developmental delay syndrome | 0.500 | 1 | 6.49e-5 | 2.32e-4 ✓ sig. |
| Cleft palate psychomotor retardation distinctive facial features | Primary bilateral macronodular adrenal hyperplasia | 0.250 | 1 | 1.95e-4 | 5.32e-4 ✓ sig. |
| Macronodular adrenal hyperplasia | Primary bilateral macronodular adrenal hyperplasia | 0.250 | 1 | 1.95e-4 | 5.32e-4 ✓ sig. |
| Osteoma cutis | Primary bilateral macronodular adrenal hyperplasia | 0.250 | 1 | 1.95e-4 | 5.32e-4 ✓ sig. |
| palatal anomalies-widely spaced teeth-facial dysmorphism-developmental delay syndrome | Primary bilateral macronodular adrenal hyperplasia | 0.250 | 1 | 1.95e-4 | 5.32e-4 ✓ sig. |