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 39
16
Diseases
567
Unique genes
0.116
Avg. similarity score
Autoimmune thyroid disease
Most-connected disease (9 links)
Disease
Searched: isolated sulfite oxidase deficiency
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isolated sulfite oxidase deficiency
Autoimmune thyroid disease
Common variable immunodeficiency
Graves disease
Thyroid disease
Vitiligo
Autoimmune disease
Celiac disease
Hyperthyroidism
Hashimoto disease
Charcot-Marie-Tooth disease, demyelinating, type 1J
Primary angle-closure glaucoma
Autoinflammation with pulmonary and cutaneous vasculitis
immunodeficiency, common variable, 4
immunodeficiency, common variable, 6
immunodeficiency, common variable, 7
Member diseases (most connected first ‐ the cluster's core)
| Disease ⇵ | Connections in cluster ⇵ | Significant partners ⇵ | Curated genes ⇵ |
|---|---|---|---|
| Autoimmune thyroid disease | 9 | 9 | 144 |
| Common variable immunodeficiency | 7 | 7 | 75 |
| Graves disease | 6 | 6 | 99 |
| Thyroid disease | 6 | 6 | 53 |
| Vitiligo | 5 | 5 | 126 |
| Autoimmune disease | 4 | 4 | 202 |
| Celiac disease | 4 | 4 | 193 |
| Hyperthyroidism | 4 | 4 | 53 |
| isolated sulfite oxidase deficiency | 4 | 4 | 1 |
| Hashimoto disease | 3 | 3 | 27 |
| Charcot-Marie-Tooth disease, demyelinating, type 1J | 2 | 2 | 1 |
| Primary angle-closure glaucoma | 2 | 2 | 1 |
| Autoinflammation with pulmonary and cutaneous vasculitis | 1 | 1 | 1 |
| immunodeficiency, common variable, 4 | 1 | 1 | 1 |
| immunodeficiency, common variable, 6 | 1 | 1 | 1 |
| immunodeficiency, common variable, 7 | 1 | 1 | 1 |
Top shared genes (genes linked to 2+ member diseases ‐ top 100 shown, download for all)
| Gene ⇵ | Member diseases ⇵ | Linked diseases |
|---|---|---|
| ICOS | 9 / 16 | Autoimmune disease, Autoimmune thyroid disease, Celiac disease, Common variable immunodeficiency and 5 more |
| IL2RA | 9 / 16 | Autoimmune disease, Autoimmune thyroid disease, Celiac disease, Common variable immunodeficiency and 5 more |
| BACH2 | 8 / 16 | Autoimmune disease, Autoimmune thyroid disease, Celiac disease, Graves disease and 4 more |
| CTLA4 | 8 / 16 | Autoimmune disease, Autoimmune thyroid disease, Celiac disease, Graves disease and 4 more |
| HLA-DQB1 | 8 / 16 | Autoimmune disease, Autoimmune thyroid disease, Celiac disease, Common variable immunodeficiency and 4 more |
| LPP | 8 / 16 | Autoimmune disease, Autoimmune thyroid disease, Celiac disease, Graves disease and 4 more |
| HLA-DQA1 | 7 / 16 | Autoimmune thyroid disease, Celiac disease, Graves disease, Hashimoto disease and 3 more |
| PHTF1 | 7 / 16 | Autoimmune disease, Autoimmune thyroid disease, Celiac disease, Common variable immunodeficiency and 3 more |
| PTPN22 | 7 / 16 | Autoimmune disease, Autoimmune thyroid disease, Graves disease, Hashimoto disease and 3 more |
| RSBN1 | 7 / 16 | Autoimmune disease, Autoimmune thyroid disease, Celiac disease, Common variable immunodeficiency and 3 more |
| STAT4 | 7 / 16 | Autoimmune disease, Autoimmune thyroid disease, Celiac disease, Graves disease and 3 more |
| TG | 7 / 16 | Autoimmune disease, Autoimmune thyroid disease, Graves disease, Hashimoto disease and 3 more |
| FAM76B | 6 / 16 | Autoimmune disease, Autoimmune thyroid disease, Graves disease, Hashimoto disease and 2 more |
| HLA-DRB1 | 6 / 16 | Autoimmune thyroid disease, Celiac disease, Graves disease, Hashimoto disease and 2 more |
| RNASET2 | 6 / 16 | Autoimmune disease, Autoimmune thyroid disease, Graves disease, Hyperthyroidism and 2 more |
| SH2B3 | 6 / 16 | Autoimmune disease, Autoimmune thyroid disease, Celiac disease, Hashimoto disease and 2 more |
| SUOX | 6 / 16 | Autoimmune disease, Autoimmune thyroid disease, Celiac disease, Common variable immunodeficiency and 2 more |
| VAV3 | 6 / 16 | Autoimmune disease, Autoimmune thyroid disease, Graves disease, Hashimoto disease and 2 more |
| ARID5B | 5 / 16 | Autoimmune disease, Autoimmune thyroid disease, Graves disease, Thyroid disease and 1 more |
| ATXN2 | 5 / 16 | Autoimmune thyroid disease, Celiac disease, Hashimoto disease, Thyroid disease and 1 more |
| C1QTNF6 | 5 / 16 | Autoimmune disease, Autoimmune thyroid disease, Graves disease, Thyroid disease and 1 more |
| IL10 | 5 / 16 | Autoimmune disease, Autoimmune thyroid disease, Celiac disease, Common variable immunodeficiency and 1 more |
| IL23R | 5 / 16 | Autoimmune disease, Autoimmune thyroid disease, Celiac disease, Common variable immunodeficiency and 1 more |
| MMEL1 | 5 / 16 | Autoimmune disease, Autoimmune thyroid disease, Celiac disease, Graves disease and 1 more |
| ZMIZ1 | 5 / 16 | Autoimmune disease, Autoimmune thyroid disease, Celiac disease, Common variable immunodeficiency and 1 more |
| ADCY7 | 4 / 16 | Autoimmune disease, Autoimmune thyroid disease, Celiac disease, Common variable immunodeficiency |
| ADGRL2 | 4 / 16 | Autoimmune disease, Autoimmune thyroid disease, Celiac disease, Common variable immunodeficiency |
| ANKRD55 | 4 / 16 | Autoimmune disease, Autoimmune thyroid disease, Celiac disease, Common variable immunodeficiency |
| ATG16L1 | 4 / 16 | Autoimmune disease, Autoimmune thyroid disease, Celiac disease, Common variable immunodeficiency |
| ATXN2L | 4 / 16 | Autoimmune disease, Autoimmune thyroid disease, Celiac disease, Common variable immunodeficiency |
| BTNL2 | 4 / 16 | Autoimmune thyroid disease, Celiac disease, Graves disease, Vitiligo |
| C1ORF141 | 4 / 16 | Autoimmune disease, Autoimmune thyroid disease, Celiac disease, Common variable immunodeficiency |
| CARD9 | 4 / 16 | Autoimmune disease, Autoimmune thyroid disease, Celiac disease, Common variable immunodeficiency |
| CRB1 | 4 / 16 | Autoimmune disease, Autoimmune thyroid disease, Celiac disease, Common variable immunodeficiency |
| CYTL1 | 4 / 16 | Autoimmune disease, Autoimmune thyroid disease, Celiac disease, Common variable immunodeficiency |
| DAG1 | 4 / 16 | Autoimmune disease, Autoimmune thyroid disease, Celiac disease, Common variable immunodeficiency |
| DCTD | 4 / 16 | Autoimmune disease, Autoimmune thyroid disease, Celiac disease, Common variable immunodeficiency |
| ERAP2 | 4 / 16 | Autoimmune disease, Autoimmune thyroid disease, Celiac disease, Common variable immunodeficiency |
| FNBP1 | 4 / 16 | Autoimmune disease, Autoimmune thyroid disease, Celiac disease, Common variable immunodeficiency |
| FUT2 | 4 / 16 | Autoimmune disease, Autoimmune thyroid disease, Celiac disease, Common variable immunodeficiency |
| GPR35 | 4 / 16 | Autoimmune disease, Autoimmune thyroid disease, Celiac disease, Common variable immunodeficiency |
| GSDMB | 4 / 16 | Autoimmune disease, Autoimmune thyroid disease, Celiac disease, Common variable immunodeficiency |
| IFNG | 4 / 16 | Autoimmune disease, Celiac disease, Graves disease, Vitiligo |
| IGF2 | 4 / 16 | Autoimmune disease, Autoimmune thyroid disease, Celiac disease, Common variable immunodeficiency |
| IL18RAP | 4 / 16 | Autoimmune disease, Autoimmune thyroid disease, Celiac disease, Common variable immunodeficiency |
| IL6 | 4 / 16 | Autoimmune disease, Celiac disease, Graves disease, Hashimoto disease |
| INS-IGF2 | 4 / 16 | Autoimmune disease, Autoimmune thyroid disease, Celiac disease, Common variable immunodeficiency |
| IRF1 | 4 / 16 | Autoimmune disease, Autoimmune thyroid disease, Celiac disease, Common variable immunodeficiency |
| IRF4 | 4 / 16 | Autoimmune disease, Autoimmune thyroid disease, Celiac disease, Vitiligo |
| ITPR3 | 4 / 16 | Celiac disease, Charcot-Marie-Tooth disease, demyelinating, type 1J, Graves disease, Vitiligo |
| JAK2 | 4 / 16 | Autoimmune disease, Autoimmune thyroid disease, Celiac disease, Common variable immunodeficiency |
| KEAP1 | 4 / 16 | Autoimmune disease, Autoimmune thyroid disease, Celiac disease, Common variable immunodeficiency |
| LRRK2 | 4 / 16 | Autoimmune disease, Autoimmune thyroid disease, Celiac disease, Common variable immunodeficiency |
| LURAP1L | 4 / 16 | Autoimmune disease, Autoimmune thyroid disease, Celiac disease, Common variable immunodeficiency |
| NKD1 | 4 / 16 | Autoimmune disease, Autoimmune thyroid disease, Celiac disease, Common variable immunodeficiency |
| NKX2-3 | 4 / 16 | Autoimmune disease, Autoimmune thyroid disease, Celiac disease, Common variable immunodeficiency |
| NPIPB6 | 4 / 16 | Autoimmune disease, Autoimmune thyroid disease, Celiac disease, Common variable immunodeficiency |
| PDE4A | 4 / 16 | Autoimmune disease, Autoimmune thyroid disease, Celiac disease, Common variable immunodeficiency |
| PDE8B | 4 / 16 | Autoimmune thyroid disease, Hashimoto disease, Hyperthyroidism, Thyroid disease |
| PSMB9 | 4 / 16 | Autoimmune disease, Autoimmune thyroid disease, Celiac disease, Vitiligo |
| PTPN2 | 4 / 16 | Autoimmune disease, Autoimmune thyroid disease, Celiac disease, Vitiligo |
| RHOH | 4 / 16 | Autoimmune disease, Autoimmune thyroid disease, Graves disease, Vitiligo |
| SBK1 | 4 / 16 | Autoimmune disease, Autoimmune thyroid disease, Celiac disease, Common variable immunodeficiency |
| SLC25A28 | 4 / 16 | Autoimmune disease, Autoimmune thyroid disease, Celiac disease, Common variable immunodeficiency |
| SLC9A4 | 4 / 16 | Autoimmune disease, Autoimmune thyroid disease, Celiac disease, Common variable immunodeficiency |
| SMAD3 | 4 / 16 | Autoimmune disease, Autoimmune thyroid disease, Celiac disease, Common variable immunodeficiency |
| SPATA13 | 4 / 16 | Autoimmune disease, Autoimmune thyroid disease, Primary angle-closure glaucoma, Thyroid disease |
| STMN3 | 4 / 16 | Autoimmune disease, Autoimmune thyroid disease, Celiac disease, Common variable immunodeficiency |
| TENM3 | 4 / 16 | Autoimmune disease, Autoimmune thyroid disease, Celiac disease, Common variable immunodeficiency |
| TNFSF15 | 4 / 16 | Autoimmune disease, Autoimmune thyroid disease, Celiac disease, Common variable immunodeficiency |
| TPO | 4 / 16 | Autoimmune disease, Autoimmune thyroid disease, Graves disease, Thyroid disease |
| TSBP1 | 4 / 16 | Autoimmune disease, Celiac disease, Graves disease, Hyperthyroidism |
| TTC33 | 4 / 16 | Autoimmune disease, Autoimmune thyroid disease, Celiac disease, Common variable immunodeficiency |
| UBASH3A | 4 / 16 | Autoimmune disease, Celiac disease, Graves disease, Vitiligo |
| ZPBP2 | 4 / 16 | Autoimmune disease, Autoimmune thyroid disease, Celiac disease, Common variable immunodeficiency |
| CCR6 | 3 / 16 | Graves disease, Thyroid disease, Vitiligo |
| CD40LG | 3 / 16 | Autoimmune disease, Common variable immunodeficiency, Graves disease |
| CD69 | 3 / 16 | Autoimmune thyroid disease, Hashimoto disease, Thyroid disease |
| CLNK | 3 / 16 | Autoimmune thyroid disease, Thyroid disease, Vitiligo |
| ELMO1 | 3 / 16 | Autoimmune disease, Autoimmune thyroid disease, Celiac disease |
| FASLG | 3 / 16 | Autoimmune disease, Celiac disease, Vitiligo |
| HLA-B | 3 / 16 | Autoimmune disease, Celiac disease, Graves disease |
| HLA-DPA1 | 3 / 16 | Autoimmune disease, Celiac disease, Graves disease |
| HLA-DRA | 3 / 16 | Autoimmune thyroid disease, Celiac disease, Hyperthyroidism |
| IFIH1 | 3 / 16 | Autoimmune thyroid disease, Graves disease, Vitiligo |
| MBL2 | 3 / 16 | Autoimmune thyroid disease, Common variable immunodeficiency, Vitiligo |
| NEK6 | 3 / 16 | Autoimmune disease, Thyroid disease, Vitiligo |
| NFIA | 3 / 16 | Celiac disease, Hyperthyroidism, Thyroid disease |
| PDE10A | 3 / 16 | Autoimmune thyroid disease, Hyperthyroidism, Thyroid disease |
| PRICKLE1 | 3 / 16 | Autoimmune thyroid disease, Graves disease, Hashimoto disease |
| PRSS36 | 3 / 16 | Autoimmune thyroid disease, Graves disease, Hashimoto disease |
| RAB5C | 3 / 16 | Autoimmune disease, Autoimmune thyroid disease, Vitiligo |
| RASGRP1 | 3 / 16 | Autoimmune disease, Autoimmune thyroid disease, Hyperthyroidism |
| SAMD5 | 3 / 16 | Autoimmune disease, Autoimmune thyroid disease, Thyroid disease |
| SASH1 | 3 / 16 | Autoimmune disease, Autoimmune thyroid disease, Thyroid disease |
| SLC25A27 | 3 / 16 | Autoimmune thyroid disease, Graves disease, Hashimoto disease |
| SOD2 | 3 / 16 | Autoimmune disease, Hyperthyroidism, Vitiligo |
| TNF | 3 / 16 | Graves disease, Hyperthyroidism, Vitiligo |
| TNFRSF14 | 3 / 16 | Autoimmune disease, Autoimmune thyroid disease, Celiac disease |
| TSHR | 3 / 16 | Autoimmune thyroid disease, Graves disease, Hyperthyroidism |
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 | 38 / 66 | 12.2× | 1.22e-33 | 4.11e-30 ✓ sig. |
| Allograft rejection | KEGG | 28 / 39 | 15.2× | 4.02e-29 | 1.02e-25 ✓ sig. |
| Autoimmune thyroid disease | KEGG | 31 / 54 | 12.2× | 1.39e-27 | 2.97e-24 ✓ sig. |
| Intestinal immune network for IgA production | KEGG | 30 / 50 | 12.7× | 1.53e-27 | 3.22e-24 ✓ sig. |
| Th17 cell differentiation | KEGG | 40 / 109 | 7.8× | 1.19e-25 | 2.11e-22 ✓ sig. |
| Type I diabetes mellitus | KEGG | 27 / 44 | 13.0× | 2.80e-25 | 4.72e-22 ✓ sig. |
| Graft-versus-host disease | KEGG | 27 / 45 | 12.7× | 6.70e-25 | 1.09e-21 ✓ sig. |
| Rheumatoid arthritis | KEGG | 35 / 95 | 7.8× | 1.19e-22 | 1.42e-19 ✓ sig. |
| Cytokine-cytokine receptor interaction | KEGG | 59 / 298 | 4.2× | 1.46e-21 | 1.37e-18 ✓ sig. |
| Th1 and Th2 cell differentiation | KEGG | 31 / 93 | 7.1× | 1.01e-18 | 6.32e-16 ✓ sig. |
| Herpes simplex virus 1 infection | KEGG | 42 / 182 | 4.9× | 3.43e-18 | 2.00e-15 ✓ sig. |
| Asthma | KEGG | 19 / 32 | 12.6× | 9.35e-18 | 4.88e-15 ✓ sig. |
| Hematopoietic cell lineage | KEGG | 31 / 100 | 6.6× | 1.10e-17 | 5.66e-15 ✓ sig. |
| Toxoplasmosis | KEGG | 32 / 112 | 6.1× | 4.79e-17 | 2.20e-14 ✓ sig. |
| Leishmaniasis | KEGG | 27 / 78 | 7.3× | 6.03e-17 | 2.73e-14 ✓ 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 ⇵ |
|---|---|---|---|---|---|
| immune response | GO:0006955 | 95 / 543 | 5.8× | 1.80e-45 | 2.66e-41 ✓ sig. |
| immune system process | GO:0002376 | 102 / 943 | 3.6× | 4.71e-30 | 2.38e-26 ✓ sig. |
| inflammatory response | GO:0006954 | 60 / 467 | 4.2× | 1.72e-21 | 3.34e-18 ✓ sig. |
| positive regulation of T cell proliferation | GO:0042102 | 23 / 67 | 11.3× | 1.20e-18 | 1.51e-15 ✓ sig. |
| peptide antigen assembly with MHC class II protein complex | GO:0002503 | 13 / 16 | 26.8× | 8.32e-18 | 9.39e-15 ✓ sig. |
| positive regulation of T cell activation | GO:0050870 | 19 / 45 | 13.9× | 1.25e-17 | 1.40e-14 ✓ sig. |
| antigen processing and presentation of peptide or polysaccharide antigen via MHC class II | GO:0002504 | 12 / 15 | 26.4× | 2.27e-16 | 2.05e-13 ✓ sig. |
| positive regulation of canonical NF-kappaB signal transduction | GO:0043123 | 36 / 232 | 5.1× | 6.60e-16 | 5.41e-13 ✓ sig. |
| positive regulation of tumor necrosis factor production | GO:0032760 | 25 / 113 | 7.3× | 4.28e-15 | 3.03e-12 ✓ sig. |
| cellular response to lipopolysaccharide | GO:0071222 | 31 / 187 | 5.5× | 1.11e-14 | 7.28e-12 ✓ sig. |
| antigen processing and presentation | GO:0019882 | 17 / 48 | 11.7× | 2.19e-14 | 1.36e-11 ✓ sig. |
| cytokine-mediated signaling pathway | GO:0019221 | 27 / 145 | 6.1× | 3.14e-14 | 1.90e-11 ✓ sig. |
| cell surface receptor signaling pathway | GO:0007166 | 43 / 373 | 3.8× | 5.40e-14 | 3.11e-11 ✓ sig. |
| adaptive immune response | GO:0002250 | 51 / 507 | 3.3× | 5.47e-14 | 3.14e-11 ✓ sig. |
| antigen processing and presentation of exogenous peptide antigen via MHC class II | GO:0019886 | 14 / 31 | 14.9× | 7.89e-14 | 4.40e-11 ✓ sig. |