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 365
5
Diseases
7
Unique genes
0.273
Avg. similarity score
Dihydropyrimidine metabolism disorder
Most-connected disease (4 links)
Disease
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Dihydropyrimidine metabolism disorder
1p21.3 microdeletion syndrome
Anal polyp
Dihydropyrimidine dehydrogenase deficiency
Dihydropyrimidinase deficiency
Member diseases (most connected first ‐ the cluster's core)
| Disease ⇵ | Connections in cluster ⇵ | Significant partners ⇵ | Curated genes ⇵ |
|---|---|---|---|
| Dihydropyrimidine metabolism disorder | 4 | 4 | 2 |
| 1p21.3 microdeletion syndrome | 3 | 3 | 1 |
| Anal polyp | 3 | 3 | 6 |
| Dihydropyrimidine dehydrogenase deficiency | 3 | 3 | 1 |
| Dihydropyrimidinase deficiency | 1 | 1 | 1 |
Top shared genes (genes linked to 2+ member diseases)
| Gene ⇵ | Member diseases ⇵ | Linked diseases |
|---|---|---|
| DPYD | 4 / 5 | 1p21.3 microdeletion syndrome, Anal polyp, Dihydropyrimidine dehydrogenase deficiency, Dihydropyrimidine metabolism disorder |
| DPYS | 2 / 5 | Dihydropyrimidinase deficiency, Dihydropyrimidine metabolism 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 ⇵ |
|---|---|---|---|---|---|
| Pyrimidine catabolism | Reactome | 2 / 11 | 312× | 1.60e-5 | 4.96e-4 ✓ sig. |
| Pantothenate and CoA biosynthesis | KEGG | 2 / 21 | 163× | 6.08e-5 | 1.50e-3 ✓ sig. |
| beta-Alanine metabolism | KEGG | 2 / 31 | 111× | 1.34e-4 | 2.85e-3 ✓ sig. |
| Pyrimidine metabolism | KEGG | 2 / 58 | 59.2× | 4.74e-4 | 7.65e-3 ✓ sig. |
| Drug metabolism - other enzymes | KEGG | 2 / 81 | 42.4× | 9.23e-4 | 1.28e-2 ✓ sig. |
| Synthesis of Prostaglandins (PG) and Thromboxanes (TX) | Reactome | 1 / 12 | 143× | 6.97e-3 | 5.45e-2 |
| Arachidonic acid metabolism | KEGG | 1 / 63 | 27.2× | 3.62e-2 | 1.44e-1 |
| Metabolic pathways | KEGG | 3 / 1,563 | 3.3× | 5.13e-2 | 1.74e-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 ⇵ |
|---|---|---|---|---|---|
| uracil catabolic process | GO:0006212 | 2 / 2 | 2,670× | 1.20e-7 | 1.41e-5 ✓ sig. |
| thymine catabolic process | GO:0006210 | 2 / 3 | 1,780× | 3.61e-7 | 3.55e-5 ✓ sig. |
| CMP catabolic process | GO:0006248 | 2 / 5 | 1,068× | 1.20e-6 | 9.61e-5 ✓ sig. |
| dCMP catabolic process | GO:0006249 | 2 / 6 | 890× | 1.80e-6 | 1.33e-4 ✓ sig. |
| UMP catabolic process | GO:0046050 | 2 / 6 | 890× | 1.80e-6 | 1.33e-4 ✓ sig. |
| dUMP catabolic process | GO:0046079 | 2 / 6 | 890× | 1.80e-6 | 1.33e-4 ✓ sig. |
| pyrimidine nucleobase catabolic process | GO:0006208 | 2 / 7 | 763× | 2.52e-6 | 1.73e-4 ✓ sig. |
| purine nucleobase catabolic process | GO:0006145 | 1 / 1 | 2,670× | 3.75e-4 | 7.81e-3 ✓ sig. |
| thymidine catabolic process | GO:0006214 | 1 / 1 | 2,670× | 3.75e-4 | 7.81e-3 ✓ sig. |
| beta-alanine biosynthetic process | GO:0019483 | 1 / 2 | 1,335× | 7.49e-4 | 1.25e-2 ✓ sig. |
| regulation of fever generation | GO:0031620 | 1 / 2 | 1,335× | 7.49e-4 | 1.25e-2 ✓ sig. |
| negative regulation of RNA splicing | GO:0033119 | 1 / 6 | 445× | 2.25e-3 | 2.41e-2 ✓ sig. |
| positive regulation of protein tyrosine kinase activity | GO:0061098 | 1 / 9 | 297× | 3.37e-3 | 3.01e-2 ✓ sig. |
| positive regulation of prostaglandin secretion | GO:0032308 | 1 / 9 | 297× | 3.37e-3 | 3.01e-2 ✓ sig. |
| regulation of neural precursor cell proliferation | GO:2000177 | 1 / 11 | 243× | 4.11e-3 | 3.32e-2 ✓ sig. |
Pairs within this cluster, by significance
| Disease A ⇵ | Disease B ⇵ | Similarity score ⇵ | Shared genes ⇵ | P-value ⇵ | FDR q-value ⇵ |
|---|---|---|---|---|---|
| 1p21.3 microdeletion syndrome | Dihydropyrimidine dehydrogenase deficiency | 0.500 | 1 | 6.49e-5 | 2.34e-4 ✓ sig. |
| 1p21.3 microdeletion syndrome | Dihydropyrimidine metabolism disorder | 0.333 | 1 | 1.30e-4 | 3.90e-4 ✓ sig. |
| Dihydropyrimidinase deficiency | Dihydropyrimidine metabolism disorder | 0.333 | 1 | 1.30e-4 | 3.90e-4 ✓ sig. |
| Dihydropyrimidine dehydrogenase deficiency | Dihydropyrimidine metabolism disorder | 0.333 | 1 | 1.30e-4 | 3.90e-4 ✓ sig. |
| 1p21.3 microdeletion syndrome | Anal polyp | 0.143 | 1 | 3.90e-4 | 8.52e-4 ✓ sig. |
| Anal polyp | Dihydropyrimidine dehydrogenase deficiency | 0.143 | 1 | 3.90e-4 | 8.52e-4 ✓ sig. |
| Anal polyp | Dihydropyrimidine metabolism disorder | 0.125 | 1 | 7.79e-4 | 1.39e-3 ✓ sig. |