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.
← Back to all clusters
Cluster 240
7
Diseases
542
Unique genes
0.039
Avg. similarity score
Corneal astigmatism
Most-connected disease (5 links)
Disease
Searched: obsolete glaucoma 1, open angle, F
Pinned (dragged)
Node size = connections within this cluster · edge thickness = similarity strength · hover an edge for its details ·
click a node to select it and show its pairs below (double-click or Ctrl/⌘-click opens the disease page) ·
drag a node to pin it in place · scroll/pinch to zoom.
obsolete glaucoma 1, open angle, F
Corneal astigmatism
Open angle glaucoma
Glaucoma
Deeah syndrome
neurodevelopmental disorder, nonprogressive, with spasticity and transient opisthotonus
Diaphanospondylodysostosis
Member diseases (most connected first ‐ the cluster's core)
| Disease ⇵ | Connections in cluster ⇵ | Significant partners ⇵ | Curated genes ⇵ |
|---|---|---|---|
| Corneal astigmatism | 5 | 5 | 71 |
| Open angle glaucoma | 4 | 4 | 369 |
| Glaucoma | 3 | 3 | 234 |
| Deeah syndrome | 2 | 2 | 1 |
| neurodevelopmental disorder, nonprogressive, with spasticity and transient opisthotonus | 2 | 2 | 1 |
| Diaphanospondylodysostosis | 1 | 1 | 1 |
| obsolete glaucoma 1, open angle, F | 1 | 1 | 1 |
Top shared genes (genes linked to 2+ member diseases ‐ top 100 shown, download for all)
| Gene ⇵ | Member diseases ⇵ | Linked diseases |
|---|---|---|
| ADAMTS8 | 3 / 7 | Corneal astigmatism, Glaucoma, Open angle glaucoma |
| ANGPT1 | 3 / 7 | Corneal astigmatism, Glaucoma, Open angle glaucoma |
| BICC1 | 3 / 7 | Corneal astigmatism, Glaucoma, Open angle glaucoma |
| BNC2 | 3 / 7 | Corneal astigmatism, Glaucoma, Open angle glaucoma |
| FMNL2 | 3 / 7 | Corneal astigmatism, Glaucoma, Open angle glaucoma |
| HERC2 | 3 / 7 | Corneal astigmatism, Glaucoma, Open angle glaucoma |
| LMO7 | 3 / 7 | Corneal astigmatism, Glaucoma, Open angle glaucoma |
| MADD | 3 / 7 | Corneal astigmatism, Deeah syndrome, Open angle glaucoma |
| TNR | 3 / 7 | Corneal astigmatism, neurodevelopmental disorder, nonprogressive, with spasticity and transient opisthotonus, Open angle glaucoma |
| VAV2 | 3 / 7 | Corneal astigmatism, Glaucoma, Open angle glaucoma |
| ABCA1 | 2 / 7 | Glaucoma, Open angle glaucoma |
| ABO | 2 / 7 | Glaucoma, Open angle glaucoma |
| ACOXL | 2 / 7 | Glaucoma, Open angle glaucoma |
| ADGRB2 | 2 / 7 | Glaucoma, Open angle glaucoma |
| ADRB2 | 2 / 7 | Glaucoma, Open angle glaucoma |
| AFAP1 | 2 / 7 | Glaucoma, Open angle glaucoma |
| ALDH9A1 | 2 / 7 | Glaucoma, Open angle glaucoma |
| ANKH | 2 / 7 | Glaucoma, Open angle glaucoma |
| ANTXR1 | 2 / 7 | Glaucoma, Open angle glaucoma |
| APOE | 2 / 7 | Glaucoma, Open angle glaucoma |
| AREL1 | 2 / 7 | Glaucoma, Open angle glaucoma |
| ARHGEF12 | 2 / 7 | Glaucoma, Open angle glaucoma |
| ARHGEF3 | 2 / 7 | Glaucoma, Open angle glaucoma |
| ASB10 | 2 / 7 | Glaucoma, obsolete glaucoma 1, open angle, F |
| ASB7 | 2 / 7 | Glaucoma, Open angle glaucoma |
| ATXN2 | 2 / 7 | Glaucoma, Open angle glaucoma |
| BCAS3 | 2 / 7 | Glaucoma, Open angle glaucoma |
| BMPER | 2 / 7 | Corneal astigmatism, Diaphanospondylodysostosis |
| C14ORF39 | 2 / 7 | Glaucoma, Open angle glaucoma |
| CADM2 | 2 / 7 | Glaucoma, Open angle glaucoma |
| CALN1 | 2 / 7 | Corneal astigmatism, Open angle glaucoma |
| CAV1 | 2 / 7 | Glaucoma, Open angle glaucoma |
| CAV2 | 2 / 7 | Glaucoma, Open angle glaucoma |
| CDH11 | 2 / 7 | Glaucoma, Open angle glaucoma |
| CDKN2B | 2 / 7 | Glaucoma, Open angle glaucoma |
| CHEK2 | 2 / 7 | Glaucoma, Open angle glaucoma |
| CLIC5 | 2 / 7 | Glaucoma, Open angle glaucoma |
| CNBD1 | 2 / 7 | Glaucoma, Open angle glaucoma |
| COL11A1 | 2 / 7 | Glaucoma, Open angle glaucoma |
| COL16A1 | 2 / 7 | Glaucoma, Open angle glaucoma |
| COL24A1 | 2 / 7 | Glaucoma, Open angle glaucoma |
| COL8A1 | 2 / 7 | Glaucoma, Open angle glaucoma |
| CSNK2A2IP | 2 / 7 | Glaucoma, Open angle glaucoma |
| CTTNBP2 | 2 / 7 | Glaucoma, Open angle glaucoma |
| CYP1B1 | 2 / 7 | Glaucoma, Open angle glaucoma |
| DGKG | 2 / 7 | Glaucoma, Open angle glaucoma |
| DUSP1 | 2 / 7 | Glaucoma, Open angle glaucoma |
| EFEMP1 | 2 / 7 | Glaucoma, Open angle glaucoma |
| ETS1 | 2 / 7 | Glaucoma, Open angle glaucoma |
| EXOC2 | 2 / 7 | Glaucoma, Open angle glaucoma |
| EYA2 | 2 / 7 | Glaucoma, Open angle glaucoma |
| FBXO32 | 2 / 7 | Glaucoma, Open angle glaucoma |
| FERMT2 | 2 / 7 | Glaucoma, Open angle glaucoma |
| FLI1 | 2 / 7 | Corneal astigmatism, Open angle glaucoma |
| FLNB | 2 / 7 | Glaucoma, Open angle glaucoma |
| FNDC3B | 2 / 7 | Glaucoma, Open angle glaucoma |
| GAS7 | 2 / 7 | Glaucoma, Open angle glaucoma |
| GLIS3 | 2 / 7 | Glaucoma, Open angle glaucoma |
| GMDS | 2 / 7 | Glaucoma, Open angle glaucoma |
| GNB1L | 2 / 7 | Glaucoma, Open angle glaucoma |
| GPM6B | 2 / 7 | Glaucoma, Open angle glaucoma |
| H1-0 | 2 / 7 | Glaucoma, Open angle glaucoma |
| HNRNPA1L3 | 2 / 7 | Glaucoma, Open angle glaucoma |
| HSPA12A | 2 / 7 | Glaucoma, Open angle glaucoma |
| KALRN | 2 / 7 | Glaucoma, Open angle glaucoma |
| KIAA1549L | 2 / 7 | Glaucoma, Open angle glaucoma |
| LMX1B | 2 / 7 | Glaucoma, Open angle glaucoma |
| LOXL1 | 2 / 7 | Glaucoma, Open angle glaucoma |
| LPP | 2 / 7 | Glaucoma, Open angle glaucoma |
| LSM8 | 2 / 7 | Glaucoma, Open angle glaucoma |
| LTBP1 | 2 / 7 | Glaucoma, Open angle glaucoma |
| LTBP2 | 2 / 7 | Glaucoma, Open angle glaucoma |
| LTBP3 | 2 / 7 | Glaucoma, Open angle glaucoma |
| ME3 | 2 / 7 | Glaucoma, Open angle glaucoma |
| MECOM | 2 / 7 | Glaucoma, Open angle glaucoma |
| MTUS1 | 2 / 7 | Glaucoma, Open angle glaucoma |
| MYO16 | 2 / 7 | Glaucoma, Open angle glaucoma |
| MYOC | 2 / 7 | Glaucoma, Open angle glaucoma |
| MYOCOS | 2 / 7 | Glaucoma, Open angle glaucoma |
| NPEPPS | 2 / 7 | Glaucoma, Open angle glaucoma |
| OPTN | 2 / 7 | Glaucoma, Open angle glaucoma |
| OTUD7B | 2 / 7 | Glaucoma, Open angle glaucoma |
| PDE7B | 2 / 7 | Glaucoma, Open angle glaucoma |
| PDZD2 | 2 / 7 | Glaucoma, Open angle glaucoma |
| PKHD1 | 2 / 7 | Glaucoma, Open angle glaucoma |
| PLCE1 | 2 / 7 | Glaucoma, Open angle glaucoma |
| PLEKHA7 | 2 / 7 | Glaucoma, Open angle glaucoma |
| PNPT1 | 2 / 7 | Glaucoma, Open angle glaucoma |
| PON1 | 2 / 7 | Glaucoma, Open angle glaucoma |
| POU6F2 | 2 / 7 | Glaucoma, Open angle glaucoma |
| PRDM16 | 2 / 7 | Glaucoma, Open angle glaucoma |
| PRICKLE2 | 2 / 7 | Glaucoma, Open angle glaucoma |
| PRKAG2 | 2 / 7 | Glaucoma, Open angle glaucoma |
| PRSS23 | 2 / 7 | Glaucoma, Open angle glaucoma |
| PTBP1 | 2 / 7 | Glaucoma, Open angle glaucoma |
| RAMP2 | 2 / 7 | Glaucoma, Open angle glaucoma |
| RAPSN | 2 / 7 | Glaucoma, Open angle glaucoma |
| RARB | 2 / 7 | Glaucoma, Open angle glaucoma |
| RFLNA | 2 / 7 | Glaucoma, Open angle glaucoma |
| RFX4 | 2 / 7 | Glaucoma, Open angle glaucoma |
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 ⇵ |
|---|---|---|---|---|---|
| Defective B3GALTL causes Peters-plus syndrome (PpS) | Reactome | 10 / 37 | 6.0× | 3.73e-6 | 1.61e-4 ✓ sig. |
| O-glycosylation of TSR domain-containing proteins | Reactome | 10 / 38 | 5.8× | 4.86e-6 | 1.98e-4 ✓ sig. |
| Proteoglycans in cancer | KEGG | 23 / 204 | 2.5× | 4.77e-5 | 1.29e-3 ✓ sig. |
| Pre-NOTCH Transcription and Translation | Reactome | 8 / 31 | 5.7× | 5.13e-5 | 1.37e-3 ✓ sig. |
| Pathways in cancer | KEGG | 44 / 533 | 1.8× | 7.49e-5 | 1.84e-3 ✓ sig. |
| Collagen chain trimerization | Reactome | 9 / 44 | 4.5× | 1.25e-4 | 2.77e-3 ✓ sig. |
| Focal adhesion | KEGG | 21 / 203 | 2.3× | 3.37e-4 | 6.06e-3 ✓ sig. |
| Assembly of collagen fibrils and other multimeric structures | Reactome | 9 / 51 | 3.9× | 4.05e-4 | 7.02e-3 ✓ sig. |
| Gastric cancer | KEGG | 17 / 150 | 2.5× | 4.26e-4 | 7.32e-3 ✓ sig. |
| Prostate cancer | KEGG | 13 / 98 | 2.9× | 4.43e-4 | 7.55e-3 ✓ sig. |
| Molecules associated with elastic fibres | Reactome | 7 / 38 | 4.1× | 1.37e-3 | 1.78e-2 ✓ sig. |
| Effects of PIP2 hydrolysis | Reactome | 5 / 20 | 5.5× | 1.62e-3 | 2.03e-2 ✓ sig. |
| Hepatocellular carcinoma | KEGG | 17 / 170 | 2.2× | 1.75e-3 | 2.15e-2 ✓ sig. |
| PI3K-Akt signaling pathway | KEGG | 29 / 361 | 1.8× | 1.89e-3 | 2.27e-2 ✓ sig. |
| Basal cell carcinoma | KEGG | 9 / 63 | 3.2× | 1.95e-3 | 2.33e-2 ✓ sig. |
Enriched GO Terms (Biological Process, a second line of biological evidence)
| GO term ⇵ | GO ID ⇵ | Overlap genes ⇵ | Fold enrichment ⇵ | P-value ⇵ | FDR q-value ⇵ |
|---|---|---|---|---|---|
| positive regulation of transcription by RNA polymerase II | GO:0045944 | 75 / 1,208 | 2.1× | 3.00e-10 | 7.75e-8 ✓ sig. |
| angiogenesis | GO:0001525 | 28 / 284 | 3.4× | 1.81e-8 | 2.87e-6 ✓ sig. |
| skeletal system development | GO:0001501 | 18 / 151 | 4.1× | 4.05e-7 | 4.01e-5 ✓ sig. |
| positive regulation of multicellular organismal process | GO:0051240 | 9 / 35 | 8.9× | 4.90e-7 | 4.71e-5 ✓ sig. |
| negative regulation of fat cell differentiation | GO:0045599 | 11 / 57 | 6.7× | 6.08e-7 | 5.63e-5 ✓ sig. |
| Tie signaling pathway | GO:0048014 | 4 / 4 | 34.5× | 7.00e-7 | 6.33e-5 ✓ sig. |
| positive regulation of DNA-templated transcription | GO:0045893 | 48 / 778 | 2.1× | 7.37e-7 | 6.60e-5 ✓ sig. |
| negative regulation of cell population proliferation | GO:0008285 | 33 / 444 | 2.6× | 8.40e-7 | 7.35e-5 ✓ sig. |
| cell adhesion | GO:0007155 | 43 / 665 | 2.2× | 8.41e-7 | 7.36e-5 ✓ sig. |
| extracellular matrix organization | GO:0030198 | 17 / 145 | 4.0× | 1.07e-6 | 8.97e-5 ✓ sig. |
| positive regulation of ERK1 and ERK2 cascade | GO:0070374 | 20 / 201 | 3.4× | 1.72e-6 | 1.32e-4 ✓ sig. |
| positive regulation of gene expression | GO:0010628 | 35 / 504 | 2.4× | 1.87e-6 | 1.41e-4 ✓ sig. |
| negative regulation of chondrocyte differentiation | GO:0032331 | 7 / 23 | 10.5× | 2.72e-6 | 1.90e-4 ✓ sig. |
| regulation of cell differentiation | GO:0045595 | 10 / 54 | 6.4× | 2.94e-6 | 2.02e-4 ✓ sig. |
| kidney development | GO:0001822 | 16 / 146 | 3.8× | 5.40e-6 | 3.30e-4 ✓ sig. |
Pairs within this cluster, by significance
| Disease A ⇵ | Disease B ⇵ | Similarity score ⇵ | Shared genes ⇵ | P-value ⇵ | FDR q-value ⇵ |
|---|---|---|---|---|---|
| Glaucoma | Open angle glaucoma | 0.243 | 118 | 1.41e-132 | 2.24e-130 ✓ sig. |
| Corneal astigmatism | Open angle glaucoma | 0.033 | 14 | 1.13e-9 | 1.01e-8 ✓ sig. |
| Corneal astigmatism | Glaucoma | 0.027 | 8 | 1.18e-5 | 5.76e-5 ✓ sig. |
| Corneal astigmatism | Deeah syndrome | 0.014 | 1 | 4.61e-3 | 5.73e-3 ✓ sig. |
| Corneal astigmatism | Diaphanospondylodysostosis | 0.014 | 1 | 4.61e-3 | 5.73e-3 ✓ sig. |
| Corneal astigmatism | neurodevelopmental disorder, nonprogressive, with spasticity and transient opisthotonus | 0.014 | 1 | 4.61e-3 | 5.73e-3 ✓ sig. |
| Glaucoma | obsolete glaucoma 1, open angle, F | 0.004 | 1 | 1.52e-2 | 1.68e-2 ✓ sig. |
| Deeah syndrome | Open angle glaucoma | 0.003 | 1 | 2.40e-2 | 2.58e-2 ✓ sig. |
| neurodevelopmental disorder, nonprogressive, with spasticity and transient opisthotonus | Open angle glaucoma | 0.003 | 1 | 2.40e-2 | 2.58e-2 ✓ sig. |