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 576
5
Diseases
1
Unique genes
0.500
Avg. similarity score
Autoinflammation with arthritis and dyskeratosis
Most-connected disease (4 links)
Disease
Pinned (dragged)
Node size = connections within this cluster · edge thickness = similarity strength · hover an edge for its details ·
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Autoinflammation with arthritis and dyskeratosis
Corneal intraepithelial dyskeratosis-palmoplantar hyperkeratosis-laryngeal dyskeratosis syndrome
Palmoplantar carcinoma, multiple self-healing
Respiratory papillomatosis, juvenile recurrent, congenital
Vitiligo-associated multiple autoimmune disease susceptibility 1
Member diseases (most connected first ‐ the cluster's core)
| Disease ⇵ | Connections in cluster ⇵ | Significant partners ⇵ | Curated genes ⇵ |
|---|---|---|---|
| Autoinflammation with arthritis and dyskeratosis | 4 | 4 | 1 |
| Corneal intraepithelial dyskeratosis-palmoplantar hyperkeratosis-laryngeal dyskeratosis syndrome | 4 | 4 | 1 |
| Palmoplantar carcinoma, multiple self-healing | 4 | 4 | 1 |
| Respiratory papillomatosis, juvenile recurrent, congenital | 4 | 4 | 1 |
| Vitiligo-associated multiple autoimmune disease susceptibility 1 | 4 | 4 | 1 |
Top shared genes (genes linked to 2+ member diseases)
| Gene ⇵ | Member diseases ⇵ | Linked diseases |
|---|---|---|
| NLRP1 | 5 / 5 | Autoinflammation with arthritis and dyskeratosis, Corneal intraepithelial dyskeratosis-palmoplantar hyperkeratosis-laryngeal dyskeratosis syndrome, Palmoplantar carcinoma, multiple self-healing, Respiratory papillomatosis, juvenile recurrent, congenital and 1 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 ⇵ |
|---|---|---|---|---|---|
| The NLRP1 inflammasome | Reactome | 1 / 3 | 4,003× | 2.50e-4 | 3.91e-3 ✓ sig. |
| NOD-like receptor signaling pathway | KEGG | 1 / 187 | 64.2× | 1.56e-2 | 7.43e-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 ⇵ |
|---|---|---|---|---|---|
| canonical inflammasome complex assembly | GO:0140632 | 1 / 2 | 9,344× | 1.07e-4 | 3.25e-3 ✓ sig. |
| NLRP1 inflammasome complex assembly | GO:1904784 | 1 / 8 | 2,336× | 4.28e-4 | 8.53e-3 ✓ sig. |
| positive regulation of pyroptotic inflammatory response | GO:0140639 | 1 / 9 | 2,076× | 4.82e-4 | 9.24e-3 ✓ sig. |
| self proteolysis | GO:0097264 | 1 / 11 | 1,699× | 5.89e-4 | 1.06e-2 ✓ sig. |
| response to muramyl dipeptide | GO:0032495 | 1 / 13 | 1,437× | 6.96e-4 | 1.18e-2 ✓ sig. |
| cellular response to UV-B | GO:0071493 | 1 / 14 | 1,335× | 7.49e-4 | 1.23e-2 ✓ sig. |
| pyroptotic cell death | GO:0141201 | 1 / 14 | 1,335× | 7.49e-4 | 1.23e-2 ✓ sig. |
| pattern recognition receptor signaling pathway | GO:0002221 | 1 / 21 | 890× | 1.12e-3 | 1.55e-2 ✓ sig. |
| activation of innate immune response | GO:0002218 | 1 / 37 | 505× | 1.98e-3 | 2.11e-2 ✓ sig. |
| pyroptotic inflammatory response | GO:0070269 | 1 / 40 | 467× | 2.14e-3 | 2.19e-2 ✓ sig. |
| programmed cell death | GO:0012501 | 1 / 42 | 445× | 2.25e-3 | 2.24e-2 ✓ sig. |
| intrinsic apoptotic signaling pathway | GO:0097193 | 1 / 45 | 415× | 2.41e-3 | 2.32e-2 ✓ sig. |
| positive regulation of interleukin-1 beta production | GO:0032731 | 1 / 66 | 283× | 3.53e-3 | 2.82e-2 ✓ sig. |
| antiviral innate immune response | GO:0140374 | 1 / 79 | 237× | 4.23e-3 | 3.09e-2 ✓ sig. |
| neuron apoptotic process | GO:0051402 | 1 / 98 | 191× | 5.24e-3 | 3.42e-2 ✓ sig. |