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 177
8
Diseases
15
Unique genes
0.218
Avg. similarity score
Avoidant restrictive food intake disorder
Most-connected disease (4 links)
Disease
Searched: Cavitary optic disc anomalies
Pinned (dragged)
Node size = connections within this cluster · edge thickness = similarity strength · hover an edge for its details ·
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Cavitary optic disc anomalies
Avoidant restrictive food intake disorder
Cavitary optic disk anomaly
Dysbetalipoproteinemia
Sleep disorder
Bile duct calculus
Delayed sleep phase syndrome
leukodystrophy, hypomyelinating, 16
Member diseases (most connected first ‐ the cluster's core)
| Disease ⇵ | Connections in cluster ⇵ | Significant partners ⇵ | Curated genes ⇵ |
|---|---|---|---|
| Avoidant restrictive food intake disorder | 4 | 4 | 1 |
| Cavitary optic disk anomaly | 4 | 4 | 2 |
| Dysbetalipoproteinemia | 4 | 4 | 1 |
| Sleep disorder | 4 | 4 | 11 |
| Bile duct calculus | 3 | 3 | 4 |
| Cavitary optic disc anomalies | 1 | 1 | 1 |
| Delayed sleep phase syndrome | 1 | 1 | 1 |
| leukodystrophy, hypomyelinating, 16 | 1 | 1 | 1 |
Top shared genes (genes linked to 2+ member diseases)
| Gene ⇵ | Member diseases ⇵ | Linked diseases |
|---|---|---|
| APOE | 5 / 8 | Avoidant restrictive food intake disorder, Bile duct calculus, Cavitary optic disk anomaly, Dysbetalipoproteinemia and 1 more |
| CRY1 | 2 / 8 | Delayed sleep phase syndrome, Sleep disorder |
| MMP19 | 2 / 8 | Cavitary optic disc anomalies, Cavitary optic disk anomaly |
| TMEM106B | 2 / 8 | leukodystrophy, hypomyelinating, 16, Sleep 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 ⇵ |
|---|---|---|---|---|---|
| Circadian rhythm | KEGG | 4 / 34 | 94.2× | 7.15e-8 | 5.20e-6 ✓ sig. |
| Defective CYP17A1 causes Adrenal hyperplasia 5 (AH5) | Reactome | 1 / 1 | 801× | 1.25e-3 | 1.66e-2 ✓ sig. |
| Defective UGT1A1 causes hyperbilirubinemia | Reactome | 1 / 1 | 801× | 1.25e-3 | 1.66e-2 ✓ sig. |
| Steroid hormone biosynthesis | KEGG | 2 / 63 | 25.4× | 2.72e-3 | 2.95e-2 ✓ sig. |
| Transcriptional regulation by the AP-2 (TFAP2) family of transcription factors | Reactome | 1 / 3 | 267× | 3.74e-3 | 3.69e-2 ✓ sig. |
| Serotonin and melatonin biosynthesis | Reactome | 1 / 5 | 160× | 6.23e-3 | 5.25e-2 |
| Chylomicron clearance | Reactome | 1 / 5 | 160× | 6.23e-3 | 5.25e-2 |
| Zinc influx into cells by the SLC39 gene family | Reactome | 1 / 8 | 100× | 9.95e-3 | 7.05e-2 |
| Chylomicron remodeling | Reactome | 1 / 9 | 89.0× | 1.12e-2 | 7.60e-2 |
| Chylomicron assembly | Reactome | 1 / 9 | 89.0× | 1.12e-2 | 7.60e-2 |
| HDL remodeling | Reactome | 1 / 10 | 80.1× | 1.24e-2 | 8.10e-2 |
| Glucocorticoid biosynthesis | Reactome | 1 / 10 | 80.1× | 1.24e-2 | 8.10e-2 |
| Androgen biosynthesis | Reactome | 1 / 11 | 72.8× | 1.37e-2 | 8.55e-2 |
| Scavenging by Class A Receptors | Reactome | 1 / 11 | 72.8× | 1.37e-2 | 8.55e-2 |
| Aspartate and asparagine metabolism | Reactome | 1 / 12 | 66.7× | 1.49e-2 | 9.00e-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 ⇵ |
|---|---|---|---|---|---|
| circadian rhythm | GO:0007623 | 5 / 82 | 76.0× | 4.17e-9 | 7.90e-7 ✓ sig. |
| rhythmic process | GO:0048511 | 5 / 148 | 42.1× | 8.20e-8 | 1.04e-5 ✓ sig. |
| circadian regulation of gene expression | GO:0032922 | 3 / 67 | 55.8× | 1.94e-5 | 9.08e-4 ✓ sig. |
| steroid metabolic process | GO:0008202 | 3 / 135 | 27.7× | 1.57e-4 | 4.38e-3 ✓ sig. |
| entrainment of circadian clock by photoperiod | GO:0043153 | 2 / 24 | 104× | 1.64e-4 | 4.52e-3 ✓ sig. |
| response to light stimulus | GO:0009416 | 2 / 28 | 89.0× | 2.25e-4 | 5.65e-3 ✓ sig. |
| response to cAMP | GO:0051591 | 2 / 34 | 73.3× | 3.32e-4 | 7.44e-3 ✓ sig. |
| long-term memory | GO:0007616 | 2 / 37 | 67.3× | 3.94e-4 | 8.39e-3 ✓ sig. |
| lipid transport involved in lipid storage | GO:0010877 | 1 / 1 | 1,246× | 8.03e-4 | 1.35e-2 ✓ sig. |
| maintenance of location in cell | GO:0051651 | 1 / 1 | 1,246× | 8.03e-4 | 1.35e-2 ✓ sig. |
| intermediate-density lipoprotein particle clearance | GO:0071831 | 1 / 1 | 1,246× | 8.03e-4 | 1.35e-2 ✓ sig. |
| negative regulation of postsynaptic membrane organization | GO:1901627 | 1 / 1 | 1,246× | 8.03e-4 | 1.35e-2 ✓ sig. |
| negative regulation of phospholipid efflux | GO:1902999 | 1 / 1 | 1,246× | 8.03e-4 | 1.35e-2 ✓ sig. |
| negative regulation of lipid transport across blood-brain barrier | GO:1903001 | 1 / 1 | 1,246× | 8.03e-4 | 1.35e-2 ✓ sig. |
| positive regulation of lipid transport across blood-brain barrier | GO:1903002 | 1 / 1 | 1,246× | 8.03e-4 | 1.35e-2 ✓ sig. |