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 197
8
Diseases
33
Unique genes
0.177
Avg. similarity score
Clinodactyly
Most-connected disease (7 links)
Disease
Pinned (dragged)
Node size = connections within this cluster · edge thickness = similarity strength · hover an edge for its details ·
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Clinodactyly
Micrognathism
Chromosome 2q32-q33 deletion syndrome
Glass syndrome
SATB2 associated disorder
Satb2 associated syndrome
coffin-lowry syndrome
thrombocytopenia-absent radius syndrome
Member diseases (most connected first ‐ the cluster's core)
| Disease ⇵ | Connections in cluster ⇵ | Significant partners ⇵ | Curated genes ⇵ |
|---|---|---|---|
| Clinodactyly | 7 | 7 | 18 |
| Micrognathism | 6 | 6 | 17 |
| Chromosome 2q32-q33 deletion syndrome | 5 | 5 | 2 |
| Glass syndrome | 5 | 5 | 1 |
| SATB2 associated disorder | 5 | 5 | 1 |
| Satb2 associated syndrome | 5 | 5 | 1 |
| coffin-lowry syndrome | 2 | 2 | 1 |
| thrombocytopenia-absent radius syndrome | 1 | 1 | 1 |
Top shared genes (genes linked to 2+ member diseases)
| Gene ⇵ | Member diseases ⇵ | Linked diseases |
|---|---|---|
| SATB2 | 6 / 8 | Chromosome 2q32-q33 deletion syndrome, Clinodactyly, Glass syndrome, Micrognathism and 2 more |
| RPS6KA3 | 3 / 8 | Clinodactyly, coffin-lowry syndrome, Micrognathism |
| DYNC2H1 | 2 / 8 | Clinodactyly, Micrognathism |
| RBM8A | 2 / 8 | Clinodactyly, thrombocytopenia-absent radius syndrome |
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)
Enriched GO Terms (Biological Process, a second line of biological evidence)
| GO term ⇵ | GO ID ⇵ | Overlap genes ⇵ | Fold enrichment ⇵ | P-value ⇵ | FDR q-value ⇵ |
|---|---|---|---|---|---|
| hindlimb morphogenesis | GO:0035137 | 2 / 9 | 126× | 1.08e-4 | 3.20e-3 ✓ sig. |
| negative regulation of smooth muscle cell differentiation | GO:0051151 | 2 / 10 | 113× | 1.35e-4 | 3.78e-3 ✓ sig. |
| neuromuscular process controlling posture | GO:0050884 | 2 / 15 | 75.5× | 3.13e-4 | 6.93e-3 ✓ sig. |
| cartilage development | GO:0051216 | 3 / 89 | 19.1× | 5.14e-4 | 9.73e-3 ✓ sig. |
| coronary vasculature development | GO:0060976 | 2 / 27 | 41.9× | 1.03e-3 | 1.54e-2 ✓ sig. |
| vascular process in circulatory system | GO:0003018 | 1 / 1 | 566× | 1.77e-3 | 2.11e-2 ✓ sig. |
| response to hydrogen sulfide | GO:1904880 | 1 / 1 | 566× | 1.77e-3 | 2.11e-2 ✓ sig. |
| trans-synaptic signaling by BDNF | GO:0099191 | 1 / 1 | 566× | 1.77e-3 | 2.11e-2 ✓ sig. |
| kidney development | GO:0001822 | 3 / 146 | 11.6× | 2.15e-3 | 2.35e-2 ✓ sig. |
| skeletal system development | GO:0001501 | 3 / 151 | 11.3× | 2.36e-3 | 2.49e-2 ✓ sig. |
| negative regulation of blood vessel endothelial cell migration | GO:0043537 | 2 / 43 | 26.3× | 2.61e-3 | 2.62e-2 ✓ sig. |
| skeletal system morphogenesis | GO:0048705 | 2 / 45 | 25.2× | 2.86e-3 | 2.76e-2 ✓ sig. |
| potassium ion import across plasma membrane | GO:1990573 | 2 / 46 | 24.6× | 2.98e-3 | 2.82e-2 ✓ sig. |
| regulation of system process | GO:0044057 | 1 / 2 | 283× | 3.53e-3 | 3.08e-2 ✓ sig. |
| regulation of muscle system process | GO:0090257 | 1 / 2 | 283× | 3.53e-3 | 3.08e-2 ✓ sig. |