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 253
7
Diseases
5
Unique genes
0.393
Avg. similarity score
Arts syndrome
Most-connected disease (6 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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Arts syndrome
Prpp synthetase superactivity
X-linked intellectual disability-limb spasticity-retinal dystrophy-diabetes insipidus syndrome
phosphoribosylpyrophosphate synthetase superactivity
Ataxia with deafness and vision loss
PRPS1 deficiency disorder
X-linked nonsyndromic hearing loss
Member diseases (most connected first ‐ the cluster's core)
| Disease ⇵ | Connections in cluster ⇵ | Significant partners ⇵ | Curated genes ⇵ |
|---|---|---|---|
| Arts syndrome | 6 | 6 | 1 |
| Prpp synthetase superactivity | 6 | 6 | 1 |
| X-linked intellectual disability-limb spasticity-retinal dystrophy-diabetes insipidus syndrome | 6 | 6 | 1 |
| phosphoribosylpyrophosphate synthetase superactivity | 6 | 6 | 1 |
| Ataxia with deafness and vision loss | 5 | 5 | 2 |
| PRPS1 deficiency disorder | 5 | 5 | 1 |
| X-linked nonsyndromic hearing loss | 4 | 4 | 4 |
Top shared genes (genes linked to 2+ member diseases)
| Gene ⇵ | Member diseases ⇵ | Linked diseases |
|---|---|---|
| PRPS1 | 7 / 7 | Arts syndrome, Ataxia with deafness and vision loss, phosphoribosylpyrophosphate synthetase superactivity, Prpp synthetase superactivity and 3 more |
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 ⇵ |
|---|---|---|---|---|---|
| 5-Phosphoribose 1-diphosphate biosynthesis | Reactome | 1 / 3 | 801× | 1.25e-3 | 1.60e-2 ✓ sig. |
| TFAP2 (AP-2) family regulates transcription of other transcription factors | Reactome | 1 / 4 | 601× | 1.66e-3 | 2.00e-2 ✓ sig. |
| Extracellular matrix organization | Reactome | 1 / 15 | 160× | 6.23e-3 | 5.06e-2 |
| Anchoring fibril formation | Reactome | 1 / 15 | 160× | 6.23e-3 | 5.06e-2 |
| Crosslinking of collagen fibrils | Reactome | 1 / 18 | 133× | 7.47e-3 | 5.69e-2 |
| Non-integrin membrane-ECM interactions | Reactome | 1 / 24 | 100× | 9.95e-3 | 6.82e-2 |
| Laminin interactions | Reactome | 1 / 28 | 85.8× | 1.16e-2 | 7.50e-2 |
| Pentose phosphate pathway | KEGG | 1 / 31 | 77.5× | 1.28e-2 | 7.92e-2 |
| Collagen chain trimerization | Reactome | 1 / 44 | 54.6× | 1.82e-2 | 9.77e-2 |
| Assembly of collagen fibrils and other multimeric structures | Reactome | 1 / 51 | 47.1× | 2.11e-2 | 1.06e-1 |
| Collagen degradation | Reactome | 1 / 52 | 46.2× | 2.15e-2 | 1.07e-1 |
| Collagen biosynthesis and modifying enzymes | Reactome | 1 / 67 | 35.9× | 2.76e-2 | 1.23e-1 |
| Biosynthesis of amino acids | KEGG | 1 / 75 | 32.0× | 3.08e-2 | 1.31e-1 |
| Integrin cell surface interactions | Reactome | 1 / 81 | 29.7× | 3.33e-2 | 1.37e-1 |
| ECM-receptor interaction | KEGG | 1 / 89 | 27.0× | 3.65e-2 | 1.44e-1 |
Enriched GO Terms (Biological Process, a second line of biological evidence)
| GO term ⇵ | GO ID ⇵ | Overlap genes ⇵ | Fold enrichment ⇵ | P-value ⇵ | FDR q-value ⇵ |
|---|---|---|---|---|---|
| subthalamic nucleus development | GO:0021763 | 1 / 1 | 3,737× | 2.68e-4 | 6.20e-3 ✓ sig. |
| superior vena cava morphogenesis | GO:0060578 | 1 / 1 | 3,737× | 2.68e-4 | 6.20e-3 ✓ sig. |
| urate biosynthetic process | GO:0034418 | 1 / 2 | 1,869× | 5.35e-4 | 9.98e-3 ✓ sig. |
| hypothalamus cell migration | GO:0021855 | 1 / 2 | 1,869× | 5.35e-4 | 9.98e-3 ✓ sig. |
| prolactin secreting cell differentiation | GO:0060127 | 1 / 2 | 1,869× | 5.35e-4 | 9.98e-3 ✓ sig. |
| left lung morphogenesis | GO:0060460 | 1 / 2 | 1,869× | 5.35e-4 | 9.98e-3 ✓ sig. |
| pulmonary vein morphogenesis | GO:0060577 | 1 / 2 | 1,869× | 5.35e-4 | 9.98e-3 ✓ sig. |
| cell proliferation involved in outflow tract morphogenesis | GO:0061325 | 1 / 2 | 1,869× | 5.35e-4 | 9.98e-3 ✓ sig. |
| hypoxanthine biosynthetic process | GO:0046101 | 1 / 2 | 1,869× | 5.35e-4 | 9.98e-3 ✓ sig. |
| pulmonary myocardium development | GO:0003350 | 1 / 3 | 1,246× | 8.03e-4 | 1.30e-2 ✓ sig. |
| deltoid tuberosity development | GO:0035993 | 1 / 3 | 1,246× | 8.03e-4 | 1.30e-2 ✓ sig. |
| endodermal digestive tract morphogenesis | GO:0061031 | 1 / 3 | 1,246× | 8.03e-4 | 1.30e-2 ✓ sig. |
| ribonucleoside monophosphate biosynthetic process | GO:0009156 | 1 / 4 | 934× | 1.07e-3 | 1.57e-2 ✓ sig. |
| somatotropin secreting cell differentiation | GO:0060126 | 1 / 4 | 934× | 1.07e-3 | 1.57e-2 ✓ sig. |
| atrioventricular valve development | GO:0003171 | 1 / 5 | 747× | 1.34e-3 | 1.79e-2 ✓ sig. |