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 28
19
Diseases
2,887
Unique genes
0.168
Avg. similarity score
Crohn disease
Most-connected disease (9 links)
Disease
Searched: Crohn disease
Pinned (dragged)
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Crohn disease
Inflammatory bowel disease
Psoriasis
Ulcerative colitis
Rheumatoid arthritis
Systemic lupus erythematosus
Ankylosing spondylitis
Diabetes mellitus type 1
Iga nephropathy
Sclerosing cholangitis
Hypothyroidism
Multiple sclerosis
Benign flecked retina
Sarcoidosis
neurodevelopmental disorder with short stature, prominent forehead, and feeding difficulties
Autoinflammatory disease, systemic, with vasculitis
Autoinflammatory-pancytopenia syndrome
Ehrlich tumor carcinoma
Midline facial cleft
Member diseases (most connected first ‐ the cluster's core)
| Disease ⇵ | Connections in cluster ⇵ | Significant partners ⇵ | Curated genes ⇵ |
|---|---|---|---|
| Crohn disease | 9 | 9 | 690 |
| Inflammatory bowel disease | 9 | 9 | 690 |
| Psoriasis | 9 | 9 | 731 |
| Ulcerative colitis | 8 | 8 | 611 |
| Rheumatoid arthritis | 7 | 7 | 662 |
| Systemic lupus erythematosus | 7 | 7 | 654 |
| Ankylosing spondylitis | 6 | 6 | 313 |
| Diabetes mellitus type 1 | 6 | 6 | 477 |
| Iga nephropathy | 6 | 6 | 203 |
| Sclerosing cholangitis | 6 | 6 | 230 |
| Hypothyroidism | 5 | 5 | 374 |
| Multiple sclerosis | 5 | 5 | 576 |
| Benign flecked retina | 3 | 3 | 1 |
| Sarcoidosis | 3 | 3 | 163 |
| neurodevelopmental disorder with short stature, prominent forehead, and feeding difficulties | 3 | 3 | 1 |
| Autoinflammatory disease, systemic, with vasculitis | 1 | 1 | 1 |
| Autoinflammatory-pancytopenia syndrome | 1 | 1 | 1 |
| Ehrlich tumor carcinoma | 1 | 1 | 1 |
| Midline facial cleft | 1 | 1 | 1 |
Top shared genes (genes linked to 2+ member diseases ‐ top 100 shown, download for all)
| Gene ⇵ | Member diseases ⇵ | Linked diseases |
|---|---|---|
| HLA-DQA1 | 13 / 19 | Ankylosing spondylitis, Crohn disease, Diabetes mellitus type 1, Hypothyroidism and 9 more |
| HLA-DQB1 | 13 / 19 | Ankylosing spondylitis, Crohn disease, Diabetes mellitus type 1, Hypothyroidism and 9 more |
| HLA-DRB1 | 13 / 19 | Ankylosing spondylitis, Crohn disease, Diabetes mellitus type 1, Hypothyroidism and 9 more |
| ATXN2 | 12 / 19 | Ankylosing spondylitis, Crohn disease, Diabetes mellitus type 1, Hypothyroidism and 8 more |
| ETS1 | 12 / 19 | Ankylosing spondylitis, Crohn disease, Diabetes mellitus type 1, Hypothyroidism and 8 more |
| HLA-B | 12 / 19 | Ankylosing spondylitis, Crohn disease, Diabetes mellitus type 1, Hypothyroidism and 8 more |
| SH2B3 | 12 / 19 | Ankylosing spondylitis, Crohn disease, Diabetes mellitus type 1, Hypothyroidism and 8 more |
| TAGAP | 12 / 19 | Ankylosing spondylitis, Crohn disease, Diabetes mellitus type 1, Hypothyroidism and 8 more |
| TYK2 | 12 / 19 | Ankylosing spondylitis, Crohn disease, Diabetes mellitus type 1, Hypothyroidism and 8 more |
| ANKRD55 | 11 / 19 | Ankylosing spondylitis, Crohn disease, Diabetes mellitus type 1, Iga nephropathy and 7 more |
| BACH2 | 11 / 19 | Ankylosing spondylitis, Crohn disease, Diabetes mellitus type 1, Hypothyroidism and 7 more |
| CCDC88B | 11 / 19 | Crohn disease, Diabetes mellitus type 1, Hypothyroidism, Iga nephropathy and 7 more |
| CD226 | 11 / 19 | Ankylosing spondylitis, Crohn disease, Diabetes mellitus type 1, Hypothyroidism and 7 more |
| CD28 | 11 / 19 | Ankylosing spondylitis, Crohn disease, Diabetes mellitus type 1, Iga nephropathy and 7 more |
| CTLA4 | 11 / 19 | Ankylosing spondylitis, Crohn disease, Diabetes mellitus type 1, Hypothyroidism and 7 more |
| HLA-DQB3 | 11 / 19 | Crohn disease, Diabetes mellitus type 1, Hypothyroidism, Iga nephropathy and 7 more |
| HLA-DRA | 11 / 19 | Diabetes mellitus type 1, Hypothyroidism, Iga nephropathy, Inflammatory bowel disease and 7 more |
| IKZF1 | 11 / 19 | Ankylosing spondylitis, Crohn disease, Diabetes mellitus type 1, Iga nephropathy and 7 more |
| IL23R | 11 / 19 | Ankylosing spondylitis, Crohn disease, Diabetes mellitus type 1, Inflammatory bowel disease and 7 more |
| IL2RA | 11 / 19 | Ankylosing spondylitis, Crohn disease, Diabetes mellitus type 1, Hypothyroidism and 7 more |
| TAP2 | 11 / 19 | Ankylosing spondylitis, Diabetes mellitus type 1, Hypothyroidism, Iga nephropathy and 7 more |
| TTC33 | 11 / 19 | Ankylosing spondylitis, Crohn disease, Diabetes mellitus type 1, Iga nephropathy and 7 more |
| ZMIZ1 | 11 / 19 | Ankylosing spondylitis, Crohn disease, Diabetes mellitus type 1, Iga nephropathy and 7 more |
| BTNL2 | 10 / 19 | Crohn disease, Diabetes mellitus type 1, Hypothyroidism, Inflammatory bowel disease and 6 more |
| C1ORF141 | 10 / 19 | Ankylosing spondylitis, Crohn disease, Diabetes mellitus type 1, Inflammatory bowel disease and 6 more |
| CARD9 | 10 / 19 | Ankylosing spondylitis, Crohn disease, Diabetes mellitus type 1, Iga nephropathy and 6 more |
| HLA-DOB | 10 / 19 | Crohn disease, Diabetes mellitus type 1, Hypothyroidism, Inflammatory bowel disease and 6 more |
| IL10 | 10 / 19 | Ankylosing spondylitis, Crohn disease, Diabetes mellitus type 1, Inflammatory bowel disease and 6 more |
| IL21 | 10 / 19 | Ankylosing spondylitis, Crohn disease, Diabetes mellitus type 1, Hypothyroidism and 6 more |
| IRF1 | 10 / 19 | Ankylosing spondylitis, Crohn disease, Diabetes mellitus type 1, Inflammatory bowel disease and 6 more |
| IRF5 | 10 / 19 | Ankylosing spondylitis, Crohn disease, Hypothyroidism, Inflammatory bowel disease and 6 more |
| JAK2 | 10 / 19 | Ankylosing spondylitis, Crohn disease, Diabetes mellitus type 1, Inflammatory bowel disease and 6 more |
| JAZF1 | 10 / 19 | Ankylosing spondylitis, Crohn disease, Diabetes mellitus type 1, Inflammatory bowel disease and 6 more |
| KEAP1 | 10 / 19 | Ankylosing spondylitis, Crohn disease, Diabetes mellitus type 1, Hypothyroidism and 6 more |
| NOD2 | 10 / 19 | Ankylosing spondylitis, Crohn disease, Inflammatory bowel disease, Multiple sclerosis and 6 more |
| NOTCH4 | 10 / 19 | Crohn disease, Diabetes mellitus type 1, Hypothyroidism, Inflammatory bowel disease and 6 more |
| PHTF1 | 10 / 19 | Ankylosing spondylitis, Crohn disease, Diabetes mellitus type 1, Hypothyroidism and 6 more |
| PTPN2 | 10 / 19 | Ankylosing spondylitis, Crohn disease, Diabetes mellitus type 1, Hypothyroidism and 6 more |
| PTPN22 | 10 / 19 | Ankylosing spondylitis, Crohn disease, Diabetes mellitus type 1, Hypothyroidism and 6 more |
| RSBN1 | 10 / 19 | Ankylosing spondylitis, Crohn disease, Diabetes mellitus type 1, Hypothyroidism and 6 more |
| STAT3 | 10 / 19 | Ankylosing spondylitis, Crohn disease, Diabetes mellitus type 1, Inflammatory bowel disease and 6 more |
| STAT4 | 10 / 19 | Crohn disease, Diabetes mellitus type 1, Hypothyroidism, Iga nephropathy and 6 more |
| TNF | 10 / 19 | Crohn disease, Diabetes mellitus type 1, Hypothyroidism, Inflammatory bowel disease and 6 more |
| TSBP1 | 10 / 19 | Crohn disease, Diabetes mellitus type 1, Hypothyroidism, Inflammatory bowel disease and 6 more |
| UBASH3A | 10 / 19 | Ankylosing spondylitis, Crohn disease, Diabetes mellitus type 1, Hypothyroidism and 6 more |
| ATG16L1 | 9 / 19 | Ankylosing spondylitis, Crohn disease, Diabetes mellitus type 1, Inflammatory bowel disease and 5 more |
| ATG5 | 9 / 19 | Ankylosing spondylitis, Crohn disease, Inflammatory bowel disease, Psoriasis and 5 more |
| C2 | 9 / 19 | Diabetes mellitus type 1, Hypothyroidism, Iga nephropathy, Inflammatory bowel disease and 5 more |
| CD40 | 9 / 19 | Ankylosing spondylitis, Crohn disease, Inflammatory bowel disease, Multiple sclerosis and 5 more |
| CEP43 | 9 / 19 | Ankylosing spondylitis, Crohn disease, Hypothyroidism, Iga nephropathy and 5 more |
| CFB | 9 / 19 | Crohn disease, Diabetes mellitus type 1, Iga nephropathy, Inflammatory bowel disease and 5 more |
| CLEC16A | 9 / 19 | Ankylosing spondylitis, Crohn disease, Diabetes mellitus type 1, Multiple sclerosis and 5 more |
| FAP | 9 / 19 | Ankylosing spondylitis, Crohn disease, Diabetes mellitus type 1, Hypothyroidism and 5 more |
| FCGR2A | 9 / 19 | Ankylosing spondylitis, Crohn disease, Iga nephropathy, Inflammatory bowel disease and 5 more |
| FUT2 | 9 / 19 | Ankylosing spondylitis, Crohn disease, Diabetes mellitus type 1, Inflammatory bowel disease and 5 more |
| IFIH1 | 9 / 19 | Ankylosing spondylitis, Crohn disease, Diabetes mellitus type 1, Hypothyroidism and 5 more |
| IL19 | 9 / 19 | Ankylosing spondylitis, Crohn disease, Diabetes mellitus type 1, Inflammatory bowel disease and 5 more |
| IL2 | 9 / 19 | Ankylosing spondylitis, Crohn disease, Diabetes mellitus type 1, Inflammatory bowel disease and 5 more |
| IL6 | 9 / 19 | Ankylosing spondylitis, Crohn disease, Diabetes mellitus type 1, Inflammatory bowel disease and 5 more |
| NKD1 | 9 / 19 | Ankylosing spondylitis, Crohn disease, Diabetes mellitus type 1, Inflammatory bowel disease and 5 more |
| NKX2-3 | 9 / 19 | Ankylosing spondylitis, Crohn disease, Diabetes mellitus type 1, Hypothyroidism and 5 more |
| PLCL1 | 9 / 19 | Ankylosing spondylitis, Crohn disease, Inflammatory bowel disease, Psoriasis and 5 more |
| PRDX5 | 9 / 19 | Crohn disease, Hypothyroidism, Iga nephropathy, Inflammatory bowel disease and 5 more |
| RMI2 | 9 / 19 | Ankylosing spondylitis, Crohn disease, Diabetes mellitus type 1, Inflammatory bowel disease and 5 more |
| RPL3 | 9 / 19 | Ankylosing spondylitis, Crohn disease, Hypothyroidism, Inflammatory bowel disease and 5 more |
| RUNX3 | 9 / 19 | Ankylosing spondylitis, Crohn disease, Diabetes mellitus type 1, Hypothyroidism and 5 more |
| SKAP2 | 9 / 19 | Ankylosing spondylitis, Crohn disease, Diabetes mellitus type 1, Inflammatory bowel disease and 5 more |
| SLC25A28 | 9 / 19 | Ankylosing spondylitis, Crohn disease, Diabetes mellitus type 1, Hypothyroidism and 5 more |
| TNFRSF14 | 9 / 19 | Ankylosing spondylitis, Crohn disease, Hypothyroidism, Inflammatory bowel disease and 5 more |
| TNXB | 9 / 19 | Crohn disease, Diabetes mellitus type 1, Hypothyroidism, Inflammatory bowel disease and 5 more |
| ZPBP2 | 9 / 19 | Ankylosing spondylitis, Crohn disease, Diabetes mellitus type 1, Inflammatory bowel disease and 5 more |
| ADCY7 | 8 / 19 | Ankylosing spondylitis, Crohn disease, Diabetes mellitus type 1, Hypothyroidism and 4 more |
| ASCL2 | 8 / 19 | Ankylosing spondylitis, Crohn disease, Diabetes mellitus type 1, Inflammatory bowel disease and 4 more |
| BANK1 | 8 / 19 | Ankylosing spondylitis, Crohn disease, Diabetes mellitus type 1, Inflammatory bowel disease and 4 more |
| CCL2 | 8 / 19 | Ankylosing spondylitis, Crohn disease, Inflammatory bowel disease, Multiple sclerosis and 4 more |
| CCL20 | 8 / 19 | Ankylosing spondylitis, Crohn disease, Diabetes mellitus type 1, Inflammatory bowel disease and 4 more |
| CCR6 | 8 / 19 | Ankylosing spondylitis, Crohn disease, Hypothyroidism, Inflammatory bowel disease and 4 more |
| CD6 | 8 / 19 | Ankylosing spondylitis, Crohn disease, Diabetes mellitus type 1, Inflammatory bowel disease and 4 more |
| EMSY | 8 / 19 | Ankylosing spondylitis, Crohn disease, Diabetes mellitus type 1, Inflammatory bowel disease and 4 more |
| ERAP2 | 8 / 19 | Ankylosing spondylitis, Crohn disease, Diabetes mellitus type 1, Inflammatory bowel disease and 4 more |
| FAS | 8 / 19 | Ankylosing spondylitis, Crohn disease, Multiple sclerosis, Psoriasis and 4 more |
| GPR35 | 8 / 19 | Ankylosing spondylitis, Crohn disease, Diabetes mellitus type 1, Inflammatory bowel disease and 4 more |
| GSDMB | 8 / 19 | Ankylosing spondylitis, Crohn disease, Diabetes mellitus type 1, Inflammatory bowel disease and 4 more |
| HIPK1 | 8 / 19 | Ankylosing spondylitis, Crohn disease, Diabetes mellitus type 1, Hypothyroidism and 4 more |
| HLA-DMB | 8 / 19 | Diabetes mellitus type 1, Hypothyroidism, Inflammatory bowel disease, Multiple sclerosis and 4 more |
| HLA-DOA | 8 / 19 | Diabetes mellitus type 1, Hypothyroidism, Inflammatory bowel disease, Multiple sclerosis and 4 more |
| HLA-DPA1 | 8 / 19 | Crohn disease, Diabetes mellitus type 1, Hypothyroidism, Inflammatory bowel disease and 4 more |
| HLA-DRB5 | 8 / 19 | Diabetes mellitus type 1, Hypothyroidism, Inflammatory bowel disease, Multiple sclerosis and 4 more |
| IFNGR2 | 8 / 19 | Ankylosing spondylitis, Crohn disease, Inflammatory bowel disease, Multiple sclerosis and 4 more |
| IKZF3 | 8 / 19 | Crohn disease, Diabetes mellitus type 1, Hypothyroidism, Inflammatory bowel disease and 4 more |
| IL12RB2 | 8 / 19 | Ankylosing spondylitis, Crohn disease, Hypothyroidism, Inflammatory bowel disease and 4 more |
| IL6R | 8 / 19 | Ankylosing spondylitis, Crohn disease, Diabetes mellitus type 1, Psoriasis and 4 more |
| IL7R | 8 / 19 | Ankylosing spondylitis, Diabetes mellitus type 1, Hypothyroidism, Iga nephropathy and 4 more |
| INAVA | 8 / 19 | Ankylosing spondylitis, Crohn disease, Inflammatory bowel disease, Multiple sclerosis and 4 more |
| KSR1 | 8 / 19 | Ankylosing spondylitis, Crohn disease, Inflammatory bowel disease, Psoriasis and 4 more |
| LRRK2 | 8 / 19 | Ankylosing spondylitis, Crohn disease, Diabetes mellitus type 1, Inflammatory bowel disease and 4 more |
| MUC22 | 8 / 19 | Ankylosing spondylitis, Crohn disease, Hypothyroidism, Inflammatory bowel disease and 4 more |
| NCR3 | 8 / 19 | Crohn disease, Diabetes mellitus type 1, Hypothyroidism, Inflammatory bowel disease and 4 more |
| NFATC1 | 8 / 19 | Ankylosing spondylitis, Crohn disease, Hypothyroidism, Inflammatory bowel disease and 4 more |
| NFKB1 | 8 / 19 | Ankylosing spondylitis, Crohn disease, Hypothyroidism, Iga nephropathy and 4 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 ⇵ |
|---|---|---|---|---|---|
| Inflammatory bowel disease | KEGG | 55 / 66 | 3.5× | 3.51e-24 | 5.41e-21 ✓ sig. |
| Leishmaniasis | KEGG | 59 / 78 | 3.1× | 8.27e-22 | 7.93e-19 ✓ sig. |
| Type I diabetes mellitus | KEGG | 39 / 44 | 3.7× | 1.71e-19 | 1.17e-16 ✓ sig. |
| Th17 cell differentiation | KEGG | 70 / 109 | 2.7× | 4.68e-19 | 3.01e-16 ✓ sig. |
| Cytokine-cytokine receptor interaction | KEGG | 141 / 298 | 2.0× | 6.95e-19 | 4.39e-16 ✓ sig. |
| Viral protein interaction with cytokine and cytokine receptor | KEGG | 65 / 100 | 2.7× | 3.41e-18 | 1.99e-15 ✓ sig. |
| Allograft rejection | KEGG | 35 / 39 | 3.7× | 5.26e-18 | 2.92e-15 ✓ sig. |
| Toxoplasmosis | KEGG | 68 / 112 | 2.5× | 1.13e-16 | 4.94e-14 ✓ sig. |
| Tuberculosis | KEGG | 94 / 181 | 2.2× | 3.23e-16 | 1.29e-13 ✓ sig. |
| Th1 and Th2 cell differentiation | KEGG | 59 / 93 | 2.6× | 6.56e-16 | 2.53e-13 ✓ sig. |
| Interleukin-10 signaling | Reactome | 37 / 47 | 3.3× | 3.86e-15 | 1.31e-12 ✓ sig. |
| Herpes simplex virus 1 infection | KEGG | 92 / 182 | 2.1× | 5.95e-15 | 1.91e-12 ✓ sig. |
| Interleukin-4 and Interleukin-13 signaling | Reactome | 63 / 108 | 2.4× | 2.20e-14 | 6.40e-12 ✓ sig. |
| Intestinal immune network for IgA production | KEGG | 37 / 50 | 3.1× | 1.20e-13 | 3.00e-11 ✓ sig. |
| Graft-versus-host disease | KEGG | 34 / 45 | 3.1× | 4.33e-13 | 9.93e-11 ✓ 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 ⇵ |
|---|---|---|---|---|---|
| inflammatory response | GO:0006954 | 190 / 467 | 2.6× | 1.50e-40 | 1.43e-36 ✓ sig. |
| immune response | GO:0006955 | 203 / 543 | 2.4× | 6.84e-37 | 5.62e-33 ✓ sig. |
| response to lipopolysaccharide | GO:0032496 | 77 / 161 | 3.1× | 2.98e-22 | 6.50e-19 ✓ sig. |
| cytokine-mediated signaling pathway | GO:0019221 | 72 / 145 | 3.2× | 4.15e-22 | 8.78e-19 ✓ sig. |
| positive regulation of transcription by RNA polymerase II | GO:0045944 | 310 / 1,208 | 1.7× | 1.45e-21 | 2.87e-18 ✓ sig. |
| cell surface receptor signaling pathway via JAK-STAT | GO:0007259 | 43 / 67 | 4.2× | 2.06e-19 | 2.92e-16 ✓ sig. |
| positive regulation of type II interferon production | GO:0032729 | 44 / 77 | 3.7× | 4.75e-17 | 4.71e-14 ✓ sig. |
| cellular response to lipopolysaccharide | GO:0071222 | 76 / 187 | 2.6× | 6.84e-17 | 6.65e-14 ✓ sig. |
| positive regulation of phosphatidylinositol 3-kinase/protein kinase B signal transduction | GO:0051897 | 83 / 217 | 2.5× | 1.92e-16 | 1.75e-13 ✓ sig. |
| positive regulation of cell migration | GO:0030335 | 101 / 292 | 2.2× | 3.36e-16 | 2.93e-13 ✓ sig. |
| positive regulation of canonical NF-kappaB signal transduction | GO:0043123 | 85 / 232 | 2.4× | 1.66e-15 | 1.27e-12 ✓ sig. |
| positive regulation of ERK1 and ERK2 cascade | GO:0070374 | 77 / 201 | 2.5× | 2.13e-15 | 1.60e-12 ✓ sig. |
| positive regulation of MAPK cascade | GO:0043410 | 82 / 224 | 2.4× | 5.51e-15 | 3.83e-12 ✓ sig. |
| positive regulation of T cell proliferation | GO:0042102 | 38 / 67 | 3.7× | 9.08e-15 | 6.07e-12 ✓ sig. |
| positive regulation of cell population proliferation | GO:0008284 | 151 / 532 | 1.8× | 9.88e-15 | 6.58e-12 ✓ sig. |