bone Paget disease
diseaseOn this page
Also known as bone Paget's diseasefamilial Paget's disease of boneosseous Paget's diseaseosteitis deformansPaget disease of bonePaget's bone diseasePaget's disease of bonePaget's disease of the bonePagets disease (bone)
Summary
bone Paget disease (MONDO:0005382) is a disease (an umbrella term covering 5 Mondo subtypes) with 11 cohort genes (33 GWAS associations across 11 studies) and 14 clinical trials. Top therapeutic interventions include zoledronic acid anhydrous, alendronic acid, and calcium.
At a glance
- Umbrella term: 5 Mondo subtypes
- Cohort genes: 11
- GWAS associations: 33
- ClinVar variants: 2
- Clinical trials: 14
Clinical features
No curated clinical features (Orphanet) for this disease.
Identifiers
Disease identifiers
| Field | Value |
|---|---|
| Canonical name | bone Paget disease |
| Mondo ID | MONDO:0005382 |
| EFO | EFO:0004261 |
| OMIM | 167250 |
| Orphanet | 280110 |
| DOID | DOID:5408 |
| ICD-10-CM | M88 |
| NCIT | C3292 |
| SNOMED CT | 2089002 |
| UMLS | C0029401 |
| MedGen | 10493 |
| Is cancer (heuristic) | no |
Also known as: bone Paget disease · bone Paget’s disease · familial Paget’s disease of bone · osseous Paget’s disease · osteitis deformans · Paget disease of bone · Paget’s bone disease · Paget’s disease of bone · Paget’s disease of the bone · Pagets disease (bone)
Data availability: 2 ClinVar variants · 33 GWAS associations (11 studies).
Disease family
An umbrella term covering 5 Mondo subtypes.
Classification path: disease › human disease › disease by body system or component › musculoskeletal system disorder › skeletal system disorder › bone disorder › bone remodeling disease › hyperostosis › bone Paget disease
Related subtypes (8): exostosis, diffuse idiopathic skeletal hyperostosis, Caffey disease, autosomal dominant osteosclerosis, Worth type, craniodiaphyseal dysplasia, hyperostosis corticalis generalisata, X-linked calvarial hyperostosis, sclerosteosis
Subtypes (5): Paget disease of bone 3, juvenile Paget disease, Paget disease of bone 2, early-onset, paget disease of bone 4, Paget disease of bone 6
Genetics & variants
GWAS landscape
33 GWAS associations across 11 studies. Top hits map to 19 distinct genes (as reported by GWAS).
Top associations by p-value
| rsID | p-value | Gene | Risk allele | Odds ratio |
|---|---|---|---|---|
| rs104893941 | 2e-68 | SQSTM1, MRNIP | C | 3.27 |
| rs1561570 | 4e-38 | OPTN | T | 1.67 |
| rs10494112 | 7e-35 | GSTM5 - NDUFA5P10 | G | 1.72 |
| rs484959 | 5e-24 | NDUFA5P10 - LINC01768 | ? | 1.82 |
| rs3018362 | 8e-21 | TNFRSF11A - RPL17P44 | A | 1.45 |
| rs2458413 | 7e-17 | DPYS, DCSTAMP | A | 1.4 |
| rs5742915 | 2e-14 | PML | C | 1.34 |
| rs548832768 | 4e-14 | SDK1 | G | 3.02 |
| rs113861118 | 1e-13 | OPTN | C | 0.42 |
| rs545442506 | 6e-13 | CDCP1 | C | 4.31 |
| rs534689903 | 2e-12 | PLCE1 | C | 2.49 |
| rs78256272 | 3e-12 | FCRL3, FCRL3-AS1 | G | 3.08 |
| rs969839536 | 4e-12 | TMPRSS11B - APOOP4 | G | 3.71 |
| chr1:110362357 | 7e-12 | T | 0.48 | |
| rs565893530 | 8e-12 | RNA5SP279 - SMARCA2 | T | 2.66 |
| rs577992190 | 9e-12 | RPL5P35 - BRD1 | G | 3.53 |
| rs541482709 | 1e-11 | ADGRL3 | G | 3.26 |
| rs369250560 | 1e-11 | GALR1 - BDP1P | G | 2.72 |
| rs2957128 | 2e-11 | TNFRSF11A - RPL17P44 | A | 1.46 |
| chr10:13159197 | 2e-11 | T | 0.45 | |
| rs370174708 | 2e-11 | ZNF142 | C | 4 |
| rs528502104 | 2e-11 | BACE2 | C | 3.67 |
| rs528470985 | 2e-11 | EYA4 | A | 3.26 |
| rs10498635 | 3e-11 | RIN3 | C | 1.44 |
| rs568340558 | 4e-11 | LINC01675 - FMO8P | C | 3.49 |
| rs4294134 | 8e-10 | NUP205 | G | 1.45 |
| rs5910578 | 1e-07 | SLC25A43 | C | 1.34 |
| rs1341239 | 4e-06 | CASC15 | T | 1.2 |
Top studies (by case count)
| Study | Lead author | Year | Cases | Controls | Title |
|---|---|---|---|---|---|
| GCST90476246 | Verma A | 2024 | 1,392 | 448,529 | Diversity and scale: Genetic architecture of 2068 traits in the VA Million Veteran Program. |
| GCST001086 | Albagha OM | 2011 | 741 | 2,699 | Genome-wide association identifies three new susceptibility loci for Paget’s disease of bone. |
| GCST000672 | Albagha OM | 2010 | 692 | 1,001 | Genome-wide association study identifies variants at CSF1, OPTN and TNFRSF11A as genetic risk factors for Paget’s disease of bone. |
| GCST90478967 | Verma A | 2024 | 646 | 120,803 | Diversity and scale: Genetic architecture of 2068 traits in the VA Million Veteran Program. |
| GCST90480526 | Verma A | 2024 | 646 | 120,803 | Diversity and scale: Genetic architecture of 2068 traits in the VA Million Veteran Program. |
| GCST90476540 | Verma A | 2024 | 495 | 450,711 | Diversity and scale: Genetic architecture of 2068 traits in the VA Million Veteran Program. |
| GCST90474145 | UK Biobank Whole-Genome Sequencing Consortium | 2025 | 480 | 457,960 | Whole-genome sequencing of 490,640 UK Biobank participants. |
| GCST90480525 | Verma A | 2024 | 373 | 121,472 | Diversity and scale: Genetic architecture of 2068 traits in the VA Million Veteran Program. |
| GCST90482410 | Verma A | 2024 | 373 | 121,472 | Diversity and scale: Genetic architecture of 2068 traits in the VA Million Veteran Program. |
| GCST90436695 | Zhou W | 2018 | 280 | 391,041 | Efficiently controlling for case-control imbalance and sample relatedness in large-scale genetic association studies. |
Variant details and genetic-evidence tiers
Tier distribution (top 50 variants)
| Tier | Variants |
|---|---|
| Tier 1: coding | 3 |
| Tier 2: splice/UTR | 0 |
| Tier 3: regulatory | 1 |
| Tier 4: intronic/intergenic | 24 |
MAF distribution
| Bucket | Variants |
|---|---|
| common (>=0.05) | 14 |
| low_freq (0.01-0.05) | 0 |
| rare (<0.01) | 14 |
| unknown | 0 |
Functional consequences
| Consequence | Count |
|---|---|
| intron_variant | 13 |
| intergenic_variant | 9 |
| missense_variant | 3 |
| unknown | 2 |
| regulatory_region_variant | 1 |
Top variants
| rsID | Chr | Pos | Alleles | MAF | Consequence | Gene | p-value | Tier |
|---|---|---|---|---|---|---|---|---|
| rs104893941 | 5 | 179836445 | C>G,T | 0.001 | missense_variant | SQSTM1, MRNIP | 2e-68 | Tier 1: coding |
| rs1561570 | 10 | 13113726 | T>C | 0.47 | intron_variant | OPTN | 4e-38 | Tier 4: intronic/intergenic |
| rs10494112 | 1 | 109809855 | A>G | 0.2 | intergenic_variant | GSTM5 - NDUFA5P10 | 7e-35 | Tier 4: intronic/intergenic |
| rs484959 | 1 | 109823461 | T>A,C,G | 0.49 | intergenic_variant | NDUFA5P10 - LINC01768 | 5e-24 | Tier 4: intronic/intergenic |
| rs3018362 | 18 | 62414860 | A>C,G | 0.36 | intergenic_variant | TNFRSF11A - RPL17P44 | 8e-21 | Tier 4: intronic/intergenic |
| rs2458413 | 8 | 104347204 | C>A,G,T | 0.42 | intron_variant | DPYS, DCSTAMP | 7e-17 | Tier 4: intronic/intergenic |
| rs5742915 | 15 | 74044292 | T>C,G | 0.45 | missense_variant | PML | 2e-14 | Tier 1: coding |
| rs548832768 | 7 | 3883999 | G>A | 0.001 | intron_variant | SDK1 | 4e-14 | Tier 4: intronic/intergenic |
| rs113861118 | 10 | 13126429 | C>T | 0.25 | intron_variant | OPTN | 1e-13 | Tier 4: intronic/intergenic |
| rs545442506 | 3 | 45140531 | C>A,G,T | 0.001 | intron_variant | CDCP1 | 6e-13 | Tier 4: intronic/intergenic |
| rs534689903 | 10 | 94173701 | C>T | 0.001 | intron_variant | PLCE1 | 2e-12 | Tier 4: intronic/intergenic |
| rs78256272 | 1 | 157692869 | G>A | 0 | intron_variant | FCRL3, FCRL3-AS1 | 3e-12 | Tier 4: intronic/intergenic |
| rs969839536 | 4 | 68257636 | G>A,C | 0 | intergenic_variant | TMPRSS11B - APOOP4 | 4e-12 | Tier 4: intronic/intergenic |
| chr1:110362357 | 0.481 | 7e-12 | Tier 4: intronic/intergenic | |||||
| rs565893530 | 9 | 1805105 | T>A,C,G | 0.001 | intergenic_variant | RNA5SP279 - SMARCA2 | 8e-12 | Tier 4: intronic/intergenic |
| rs577992190 | 22 | 49767543 | G>A,T | 0.001 | regulatory_region_variant | RPL5P35 - BRD1 | 9e-12 | Tier 3: regulatory |
| rs541482709 | 4 | 61607533 | G>A | 0.002 | intron_variant | ADGRL3 | 1e-11 | Tier 4: intronic/intergenic |
| rs369250560 | 18 | 77310772 | G>A,T | 0 | intergenic_variant | GALR1 - BDP1P | 1e-11 | Tier 4: intronic/intergenic |
| rs2957128 | 18 | 62393502 | A>C,G | 0.38 | intergenic_variant | TNFRSF11A - RPL17P44 | 2e-11 | Tier 4: intronic/intergenic |
| chr10:13159197 | 0.49 | 2e-11 | Tier 4: intronic/intergenic | |||||
| rs370174708 | 2 | 218649070 | C>T | 0 | missense_variant | ZNF142 | 2e-11 | Tier 1: coding |
| rs528502104 | 21 | 41248479 | C>T | 0.001 | intron_variant | BACE2 | 2e-11 | Tier 4: intronic/intergenic |
| rs528470985 | 6 | 133246706 | A>G | 0 | intron_variant | EYA4 | 2e-11 | Tier 4: intronic/intergenic |
| rs10498635 | 14 | 92636964 | C>T | 0.18 | intron_variant | RIN3 | 3e-11 | Tier 4: intronic/intergenic |
| rs568340558 | 1 | 166497886 | C>T | 0 | intergenic_variant | LINC01675 - FMO8P | 4e-11 | Tier 4: intronic/intergenic |
| rs4294134 | 7 | 135608380 | A>C,G,T | 0.16 | intron_variant | NUP205 | 8e-10 | Tier 4: intronic/intergenic |
| rs5910578 | X | 119433739 | T>A,C,G | 0.26 | intron_variant | SLC25A43 | 1e-07 | Tier 4: intronic/intergenic |
| rs1341239 | 6 | 22303975 | A>C,G,T | 0.38 | intergenic_variant | CASC15 | 4e-06 | Tier 4: intronic/intergenic |
ClinVar germline variants
2 retrieved; paginated sample, class counts are floors:
2 conflicting classifications of pathogenicity
| ClinVar | Variant (HGVS) | Gene | Classification | Review |
|---|---|---|---|---|
| 710944 | NM_020812.4(DOCK6):c.133G>A (p.Val45Ile) | DOCK6 | Conflicting classifications of pathogenicity | criteria provided, conflicting classifications |
| 8108 | NM_003900.5(SQSTM1):c.1175C>T (p.Pro392Leu) | SQSTM1 | Conflicting classifications of pathogenicity | criteria provided, conflicting classifications |
Genes & proteins
Mendelian disease overlap and somatic drivers
GenCC: 0 · Orphanet: 13 · OMIM-shared: 0 · Dual-evidence (GWAS+Mendelian): 1
Dual-evidence genes (GWAS + Mendelian — highest-confidence targets)
| Gene | HGNC | Evidence routes |
|---|---|---|
| TNFRSF11A | TNFRSF11A | GWAS, Orphanet |
Orphanet rare-disease linkage (cohort genes)
| Gene | Orphanet ID | Rare disease |
|---|---|---|
| SQSTM1 | Orphanet:275864 | Behavioral variant of frontotemporal dementia |
| SQSTM1 | Orphanet:275872 | Frontotemporal dementia with motor neuron disease |
| SQSTM1 | Orphanet:603 | Distal myopathy, Welander type |
| SQSTM1 | Orphanet:803 | Amyotrophic lateral sclerosis |
| TNFRSF11A | Orphanet:1782 | Dysosteosclerosis |
| TNFRSF11A | Orphanet:178389 | Osteopetrosis-hypogammaglobulinemia syndrome |
| TNFRSF11A | Orphanet:2801 | Juvenile Paget disease |
| TNFRSF11A | Orphanet:391490 | Adult-onset myasthenia gravis |
| TNFRSF11A | Orphanet:85195 | Familial expansile osteolysis |
| OPTN | Orphanet:803 | Amyotrophic lateral sclerosis |
| NUP205 | Orphanet:656 | Hereditary steroid-resistant nephrotic syndrome |
| DOCK6 | Orphanet:974 | Adams-Oliver syndrome |
| PML | Orphanet:520 | Acute promyelocytic leukemia |
Cohort genes → proteins
11 cohort genes, 11 distinct canonical proteins.
Evidence partition
| Subset | Genes |
|---|---|
| gwas_only | 9 |
| multi_evidence | 2 |
Cohort genes (full)
| Symbol | HGNC | Ensembl | UniProt | Name | Evidence |
|---|---|---|---|---|---|
| SQSTM1 | HGNC:11280 | ENSG00000161011 | Q13501 | Sequestosome-1 | clinvar |
| TNFRSF11A | HGNC:11908 | ENSG00000141655 | Q9Y6Q6 | Tumor necrosis factor receptor superfamily member 11A | gwas |
| OPTN | HGNC:17142 | ENSG00000123240 | Q96CV9 | Optineurin | gwas |
| DCSTAMP | HGNC:18549 | ENSG00000164935 | Q9H295 | Dendritic cell-specific transmembrane protein | gwas |
| NUP205 | HGNC:18658 | ENSG00000155561 | Q92621 | Nuclear pore complex protein Nup205 | gwas |
| RIN3 | HGNC:18751 | ENSG00000100599 | Q8TB24 | Ras and Rab interactor 3 | gwas |
| DOCK6 | HGNC:19189 | ENSG00000130158 | Q96HP0 | Dedicator of cytokinesis protein 6 | clinvar |
| CSF1 | HGNC:2432 | ENSG00000184371 | P09603 | Macrophage colony-stimulating factor 1 | gwas |
| SLC25A43 | HGNC:30557 | ENSG00000077713 | Q8WUT9 | Solute carrier family 25 member 43 | gwas |
| PML | HGNC:9113 | ENSG00000140464 | P29590 | Protein PML | gwas |
| PRL | HGNC:9445 | ENSG00000172179 | P01236 | Prolactin | gwas |
Cohort function summary
Lead sentence per gene, UniProt-curated.
| Symbol | Protein name | Function (lead sentence) |
|---|---|---|
| SQSTM1 | Sequestosome-1 | Molecular adapter required for selective macroautophagy (aggrephagy) by acting as a bridge between polyubiquitinated proteins and autophagosomes. |
| TNFRSF11A | Tumor necrosis factor receptor superfamily member 11A | Receptor for TNFSF11/RANKL/TRANCE/OPGL; essential for RANKL-mediated osteoclastogenesis. |
| OPTN | Optineurin | Plays an important role in the maintenance of the Golgi complex, in membrane trafficking, in exocytosis, through its interaction with myosin VI and Rab8. |
| DCSTAMP | Dendritic cell-specific transmembrane protein | Probable cell surface receptor that plays several roles in cellular fusion, cell differentiation, bone and immune homeostasis. |
| NUP205 | Nuclear pore complex protein Nup205 | Plays a role in the nuclear pore complex (NPC) assembly and/or maintenance. |
| RIN3 | Ras and Rab interactor 3 | Ras effector protein that functions as a guanine nucleotide exchange (GEF) for RAB5B and RAB31, by exchanging bound GDP for free GTP. |
| DOCK6 | Dedicator of cytokinesis protein 6 | Acts as a guanine nucleotide exchange factor (GEF) for CDC42 and RAC1 small GTPases. |
| CSF1 | Macrophage colony-stimulating factor 1 | Cytokine that plays an essential role in the regulation of survival, proliferation and differentiation of hematopoietic precursor cells, especially mononuclear phagocytes, such as macrophages and monocytes. |
| PML | Protein PML | Functions via its association with PML-nuclear bodies (PML-NBs) in a wide range of important cellular processes, including tumor suppression, transcriptional regulation, apoptosis, senescence, DNA damage response, and viral defense mechani… |
| PRL | Prolactin | Prolactin acts primarily on the mammary gland by promoting lactation. |
Protein-family classification
Druggable: 0 · Difficult: 3 · Unknown: 8 · Druggable fraction: 0.0
Family distribution
Cohort families vs a genome-wide background (hypergeometric, BH-FDR; fold = observed/expected). Counts kept; sorted by enrichment, so the catch-all Other/Unknown bucket no longer leads.
| Family | Genes | Fold | FDR |
|---|---|---|---|
| Scaffold/PPI | 1 | 1.6× | 0.481 |
| Transcription factor | 2 | 1.5× | 0.481 |
| Other/Unknown | 8 | 1.3× | 0.481 |
Per-gene assignment
| Symbol | Family | Druggable? | EC | InterPro (top 3) |
|---|---|---|---|---|
| SQSTM1 | Transcription factor | no | PB1_dom, Znf_ZZ, UBA-like_sf | |
| TNFRSF11A | Other/Unknown | no | TNFR/NGFR_Cys_rich_reg, TNFR_11, TNFR_11A | |
| OPTN | Other/Unknown | no | NEMO_N, CC2-LZ_dom, NEMO_ZF | |
| DCSTAMP | Other/Unknown | no | DC_STAMP-like, CSR-E3_Ligase_Protein | |
| NUP205 | Other/Unknown | no | Nup186/Nup192/Nup205 | |
| RIN3 | Scaffold/PPI | no | RA_dom, SH2, VPS9 | |
| DOCK6 | Other/Unknown | no | DOCK_C/D_N, DOCK, C2_DOCK-type_domain | |
| CSF1 | Other/Unknown | no | MCSF-1, 4_helix_cytokine-like_core | |
| SLC25A43 | Other/Unknown | no | MCP, MCP_transmembrane, MCP_dom_sf | |
| PML | Transcription factor | no | Znf_B-box, Znf_RING, Znf_RING/FYVE/PHD | |
| PRL | Other/Unknown | no | Somatotropin/Prolactin, 4_helix_cytokine-like_core, Somatotropin_CS |
Expression context
Cohort genes with no expression data: 0.
10 cohort genes are a single-cell marker in ≥1 SCXA experiment.
Breadth distribution (Bgee present_calls)
| Bucket | Genes |
|---|---|
| narrow (1-5 tissues) | 0 |
| moderate (6-20) | 0 |
| broad (>20) | 11 |
| unknown | 0 |
Top tissues across cohort
| Tissue | Cohort genes |
|---|---|
| jejunal mucosa | 2 |
| omental fat pad | 2 |
| peritoneum | 2 |
| left adrenal gland | 1 |
| right adrenal gland | 1 |
| right adrenal gland cortex | 1 |
| mucosa of sigmoid colon | 1 |
| parotid gland | 1 |
| amniotic fluid | 1 |
| gastrocnemius | 1 |
| muscle of leg | 1 |
| amygdala | 1 |
| buccal mucosa cell | 1 |
| stromal cell of endometrium | 1 |
| embryo | 1 |
| ganglionic eminence | 1 |
| ventricular zone | 1 |
| granulocyte | 1 |
| leukocyte | 1 |
| monocyte | 1 |
Per-gene tissue summary (top 30)
| Symbol | Bgee breadth | FANTOM5 breadth | SCXA | Top tissues |
|---|---|---|---|---|
| SQSTM1 | 241 | ubiquitous | marker | right adrenal gland cortex, right adrenal gland, left adrenal gland |
| TNFRSF11A | 221 | broad | marker | parotid gland, mucosa of sigmoid colon, jejunal mucosa |
| OPTN | 302 | ubiquitous | marker | amniotic fluid, gastrocnemius, muscle of leg |
| DCSTAMP | 141 | broad | yes | stromal cell of endometrium, buccal mucosa cell, amygdala |
| NUP205 | 265 | ubiquitous | marker | ventricular zone, ganglionic eminence, embryo |
| RIN3 | 210 | ubiquitous | marker | granulocyte, monocyte, leukocyte |
| DOCK6 | 254 | ubiquitous | marker | colonic epithelium, right lung, apex of heart |
| CSF1 | 223 | ubiquitous | marker | omental fat pad, peritoneum, adipose tissue of abdominal region |
| SLC25A43 | 221 | ubiquitous | marker | esophagus squamous epithelium, lower esophagus mucosa, jejunal mucosa |
| PML | 253 | ubiquitous | marker | omental fat pad, peritoneum, body of uterus |
| PRL | 160 | tissue_specific | marker | pituitary gland, adenohypophysis, decidua |
Protein interactions among cohort
Intra-cohort edges: 4.
Hub genes (top 10 by interactor count)
| Symbol | Interactor count |
|---|---|
| SQSTM1 | 7,269 |
| PML | 3,704 |
| OPTN | 3,505 |
| CSF1 | 3,476 |
| PRL | 2,957 |
| NUP205 | 2,881 |
| RIN3 | 2,706 |
| TNFRSF11A | 1,186 |
| SLC25A43 | 1,062 |
| DOCK6 | 1,018 |
Intra-cohort edges
| A | B | Sources |
|---|---|---|
| CSF1 | DCSTAMP | string_interaction |
| CSF1 | TNFRSF11A | string_interaction |
| OPTN | SQSTM1 | string_interaction |
| SQSTM1 | TNFRSF11A | string_interaction |
Structural data
PDB: 9 · AlphaFold-only: 2 · No structure: 0
Cohort genes with PDB structures (top 30)
| Symbol | UniProt | PDB entries |
|---|---|---|
| SQSTM1 | Q13501 | 26 |
| PML | P29590 | 20 |
| OPTN | Q96CV9 | 14 |
| PRL | P01236 | 12 |
| CSF1 | P09603 | 8 |
| DOCK6 | Q96HP0 | 7 |
| NUP205 | Q92621 | 5 |
| RIN3 | Q8TB24 | 2 |
| TNFRSF11A | Q9Y6Q6 | 1 |
AlphaFold-only cohort genes (top 30 by pLDDT)
| Symbol | UniProt | pLDDT |
|---|---|---|
| SLC25A43 | Q8WUT9 | 88.76 |
| DCSTAMP | Q9H295 | 82.44 |
Function
Pathway analysis
Distinct Reactome pathways touched by cohort: 94. Enrichment computed across 11 evidence-associated genes (10 with Reactome annotation).
Pathways by enrichment
Over-representation of cohort genes vs the genome-wide background (hypergeometric test, Benjamini-Hochberg FDR; fold = observed/expected over 10 annotated cohort genes). Counts and members are kept as ground-truth; sorted by enrichment.
| Pathway | Cohort genes | Fold | FDR | Sample cohort genes |
|---|---|---|---|---|
| PINK1-PRKN Mediated Mitophagy | 2 | 71.4× | 0.024 | SQSTM1, OPTN |
| SUMOylation of ubiquitinylation proteins | 2 | 58.6× | 0.024 | NUP205, PML |
| SUMOylation of DNA damage response and repair proteins | 2 | 29.3× | 0.063 | NUP205, PML |
| p75NTR signals via NF-kB | 1 | 190.3× | 0.070 | SQSTM1 |
| CREB3 factors activate genes | 1 | 126.9× | 0.070 | DCSTAMP |
| Mitophagy | 1 | 103.8× | 0.070 | SQSTM1 |
| Regulation of PTEN localization | 1 | 103.8× | 0.070 | PML |
| Pexophagy | 1 | 95.2× | 0.070 | SQSTM1 |
| Regulation of TBK1, IKKε-mediated activation of IRF3, IRF7 upon TLR3 ligation | 1 | 95.2× | 0.070 | OPTN |
| p75NTR recruits signalling complexes | 1 | 87.8× | 0.070 | SQSTM1 |
| NF-kB is activated and signals survival | 1 | 87.8× | 0.070 | SQSTM1 |
| TICAM1-dependent activation of IRF3/IRF7 | 1 | 81.6× | 0.070 | OPTN |
| Prolactin receptor signaling | 1 | 76.1× | 0.070 | PRL |
| Regulation of TBK1, IKKε (IKBKE)-mediated activation of IRF3, IRF7 | 1 | 76.1× | 0.070 | OPTN |
| NRIF signals cell death from the nucleus | 1 | 71.4× | 0.070 | SQSTM1 |
| TNF receptor superfamily (TNFSF) members mediating non-canonical NF-kB pathway | 1 | 67.2× | 0.070 | TNFRSF11A |
| Regulation of RUNX1 Expression and Activity | 1 | 67.2× | 0.070 | PML |
| Developmental Lineage of Mammary Gland Alveolar Cells | 1 | 63.4× | 0.070 | PRL |
| Activation of IRF3, IRF7 mediated by TBK1, IKKε (IKBKE) | 1 | 60.1× | 0.070 | OPTN |
| Other interleukin signaling | 1 | 47.6× | 0.070 | CSF1 |
| Growth hormone receptor signaling | 1 | 47.6× | 0.070 | PRL |
| Regulation of TP53 Activity through Acetylation | 1 | 45.7× | 0.070 | PML |
| TNFR1-induced proapoptotic signaling | 1 | 43.9× | 0.070 | OPTN |
| Postmitotic nuclear pore complex (NPC) reformation | 1 | 40.8× | 0.070 | NUP205 |
| IPs transport between nucleus and cytosol | 1 | 38.1× | 0.070 | NUP205 |
| IP3 and IP4 transport between cytosol and nucleus | 1 | 38.1× | 0.070 | NUP205 |
| IP6 and IP7 transport between cytosol and nucleus | 1 | 38.1× | 0.070 | NUP205 |
| Transport of Ribonucleoproteins into the Host Nucleus | 1 | 35.7× | 0.070 | NUP205 |
| Regulation of Glucokinase by Glucokinase Regulatory Protein | 1 | 35.7× | 0.070 | NUP205 |
| Defective TPR may confer susceptibility towards thyroid papillary carcinoma (TPC) | 1 | 35.7× | 0.070 | NUP205 |
GO biological processes by enrichment
Over-representation of cohort genes vs the genome-wide background (hypergeometric test, Benjamini-Hochberg FDR; fold = observed/expected over 11 annotated cohort genes). Counts and members are kept as ground-truth; sorted by enrichment.
| GO term | Cohort genes | Fold | FDR | Sample cohort genes |
|---|---|---|---|---|
| osteoclast differentiation | 3 | 93.8× | 7e-04 | TNFRSF11A, DCSTAMP, CSF1 |
| positive regulation of monocyte differentiation | 2 | 278.6× | 0.002 | DCSTAMP, CSF1 |
| branching involved in mammary gland duct morphogenesis | 2 | 255.3× | 0.002 | CSF1, PML |
| positive regulation of bone resorption | 2 | 180.2× | 0.003 | TNFRSF11A, DCSTAMP |
| cellular response to interleukin-4 | 2 | 117.8× | 0.005 | DCSTAMP, PML |
| positive regulation of osteoclast differentiation | 2 | 105.7× | 0.005 | TNFRSF11A, CSF1 |
| regulation of canonical NF-kappaB signal transduction | 2 | 87.5× | 0.006 | SQSTM1, OPTN |
| regulation of calcium ion transport into cytosol | 1 | 1532.0× | 0.010 | PML |
| regulation of macrophage derived foam cell differentiation | 1 | 1532.0× | 0.010 | CSF1 |
| negative regulation of translation in response to oxidative stress | 1 | 1532.0× | 0.010 | PML |
| mammary gland fat development | 1 | 1532.0× | 0.010 | CSF1 |
| negative regulation of mast cell chemotaxis | 1 | 1532.0× | 0.010 | RIN3 |
| positive regulation of macrophage colony-stimulating factor signaling pathway | 1 | 1532.0× | 0.010 | CSF1 |
| response to ischemia | 2 | 45.7× | 0.012 | SQSTM1, CSF1 |
| prolactin signaling pathway | 1 | 766.0× | 0.013 | PRL |
| positive regulation of odontogenesis of dentin-containing tooth | 1 | 766.0× | 0.013 | CSF1 |
| positive regulation of fever generation by positive regulation of prostaglandin secretion | 1 | 766.0× | 0.013 | TNFRSF11A |
| positive regulation of lactation | 1 | 766.0× | 0.013 | PRL |
| monocyte homeostasis | 1 | 510.7× | 0.013 | CSF1 |
| macrophage colony-stimulating factor signaling pathway | 1 | 510.7× | 0.013 | CSF1 |
| circadian temperature homeostasis | 1 | 510.7× | 0.013 | TNFRSF11A |
| mammary duct terminal end bud growth | 1 | 510.7× | 0.013 | CSF1 |
| macrophage homeostasis | 1 | 510.7× | 0.013 | CSF1 |
| brown fat cell proliferation | 1 | 510.7× | 0.013 | SQSTM1 |
| protein targeting to vacuole involved in autophagy | 1 | 510.7× | 0.013 | SQSTM1 |
| multinuclear osteoclast differentiation | 1 | 510.7× | 0.013 | TNFRSF11A |
| positive regulation of protein localization to chromosome, telomeric region | 1 | 510.7× | 0.013 | PML |
| positive regulation of macrophage migration | 1 | 510.7× | 0.013 | CSF1 |
| positive regulation of autophagy | 2 | 37.8× | 0.013 | SQSTM1, OPTN |
| negative regulation of angiogenesis | 2 | 30.6× | 0.013 | PML, PRL |
Therapeutics
Drugs indicated for this disease
1 approved, 3 in late-stage (phase 3) trials. Disease-direct ChEMBL indications, not inferred from the associated-gene cohort below.
| Drug | Development status |
|---|---|
| Calcitonin Salmon | Approved (phase 4) |
| Alendronic Acid | Phase 3 (in late-stage trials) |
| Calcium | Phase 3 (in late-stage trials) |
| Risedronic Acid | Phase 3 (in late-stage trials) |
Drug target analysis
Approved (phase 4): 0 · Phase ≥3: 0 · Phased (≥1): 2 · Undrugged: 9
Druggability breadth: 4 of 11 evidence-associated genes (36%) have a ChEMBL target (buckets above are over the deeply-mined display cohort).
Top cohort targets by molecule count
| Symbol | Molecules | Max phase |
|---|---|---|
| NUP205 | 1 | 2 |
| PML | 1 | 2 |
| SQSTM1 | 0 | 0 |
| TNFRSF11A | 0 | 0 |
| OPTN | 0 | 0 |
| DCSTAMP | 0 | 0 |
| RIN3 | 0 | 0 |
| DOCK6 | 0 | 0 |
| CSF1 | 0 | 0 |
| SLC25A43 | 0 | 0 |
Drugs targeting cohort genes (top 30)
| Molecule | Max phase | Targets in cohort |
|---|---|---|
| MOLIBRESIB | 2 | NUP205, PML |
Bioactivity and enzyme data
Enzyme cohort genes (≥1 EC): 0.
Cohort genes with ChEMBL bioactivity (full, sorted by assay count)
| Symbol | Assays | Type breakdown |
|---|---|---|
| PML | 34 | Binding:34 |
| SQSTM1 | 20 | Binding:20 |
| NUP205 | 7 | Binding:7 |
Pharmacogenomics
Cohort genes with a PharmGKB record: 11; with CPIC/DPWG dosing guidelines: 0.
No cohort gene has a CPIC/DPWG genotype-guided dosing guideline (PharmGKB).
Chemical tractability of cohort targets
1 approved/phased compounds have measured bioactivity against a cohort gene (and aren’t yet in disease-level trials). This is a research / tractability signal, NOT a therapeutic recommendation — a bioactivity row often reflects off-target or screening binding (e.g. promiscuous kinase inhibitors against a cohort kinase), implying no disease mechanism.
| Compound | Max phase | Cohort target (bioactivity) |
|---|---|---|
| MOLIBRESIB | 2 | NUP205, PML |
Druggability pyramid
Cohort genes binned by druggability tier (high → low):
| Tier | Definition | Genes | Symbols |
|---|---|---|---|
| A | Approved (phase 4 drug) | 0 | |
| B | Phased (≥1) drug, not yet approved | 2 | NUP205, PML |
| C | Druggable family + PDB, no drug | 0 | |
| D | Druggable family + AlphaFold only, no drug | 0 | |
| E | Difficult family or no structure, no drug | 9 | SQSTM1, TNFRSF11A, OPTN, DCSTAMP, RIN3, DOCK6, CSF1, SLC25A43, PRL |
Undrugged target profiles
9 cohort genes are undrugged. Ranked by ‘starting-point quality’ (assay depth + drugged-partner adjacency).
| Symbol | ChEMBL assays | Drugged partners (top 3) |
|---|---|---|
| SQSTM1 | 20 | — |
| TNFRSF11A | 0 | — |
| OPTN | 0 | — |
| DCSTAMP | 0 | — |
| RIN3 | 0 | — |
| DOCK6 | 0 | — |
| CSF1 | 0 | — |
| SLC25A43 | 0 | — |
| PRL | 0 | — |
Clinical trials & evidence
Clinical trials
Clinical trials: 14.
Phase distribution (across all retrieved trials)
| Phase | Trials |
|---|---|
| Not specified | 7 |
| PHASE4 | 4 |
| PHASE3 | 3 |
Top trials by phase / activity
| NCT | Phase | Status | Title |
|---|---|---|---|
| NCT00159419 | PHASE4 | COMPLETED | Bisphosphonate Therapy for Osteogenesis Imperfecta |
| NCT00668200 | PHASE4 | COMPLETED | Impact on Reducing the Incidence of Low Serum Calcium by Providing Educational Materials on the Need to Take Daily Supplemental Calcium and Vitamin D to Patients With Paget’s Disease Treated With Reclast® |
| NCT00740129 | PHASE4 | COMPLETED | Re-treatment of Participants With Paget’s Disease Using Zoledronic Acid |
| NCT00774020 | PHASE4 | COMPLETED | Efficacy and Safety of Single Dose of 5 mg Zoledronic Acid in Chinese Patients With Paget’s Disease of Bone (PDB) |
| NCT00051636 | PHASE3 | COMPLETED | Safety and Efficacy Trial With Zoledronic Acid for the Treatment of Paget’s Disease of Bone, Including an Extended Observation Period |
| NCT00103740 | PHASE3 | COMPLETED | Safety and Efficacy Trial With Zoledronic Acid for the Treatment of Paget’s Disease of Bone, Including an Extended Observation Period |
| NCT00480662 | PHASE3 | COMPLETED | A Research Study to Test the Effectiveness of MK0217 in Patients With Paget’s Bone Disease (0217-206)(COMPLETED) |
| NCT01353430 | Not specified | RECRUITING | Characterization of Inclusion Body Myopathy Associated With Paget’s Disease of Bone and Frontotemporal Dementia (IBMPFD) |
| NCT05309954 | Not specified | ACTIVE_NOT_RECRUITING | Genetic Analysis to Predict the Development of Paget’s Disease |
| NCT00306046 | Not specified | COMPLETED | 18F-Fluoride Positron Emission Tomography (PET) in Paget’s Disease of Bone |
| NCT00403598 | Not specified | UNKNOWN | Preliminary Study for Identification of Calcium-Binding Proteins in the Serum in Various Metabolic Bone Disorders |
| NCT00747994 | Not specified | COMPLETED | Genetic Study of Families Affected by Paget’s Disease of Bone |
| NCT02106455 | Not specified | COMPLETED | Sodium Risedronate Tablets - Special Drug Use Surveillance in Patients With Osseous Paget’s Disease (All-case Surveillance) -48-week Surveillance - |
| NCT02802384 | Not specified | COMPLETED | Pathophysiology of Paget’s Disease of Bone |
Drugs tested across these trials (top 30)
| Molecule | Max phase | Trials referencing |
|---|---|---|
| ZOLEDRONIC ACID ANHYDROUS | 4 | 13 |
| ALENDRONIC ACID | 4 | 6 |
| CALCIUM | 4 | 3 |
| RISEDRONIC ACID | 4 | 3 |
| CHOLECALCIFEROL | 4 | 1 |
| ERGOCALCIFEROL | 4 | 1 |
| PAMIDRONIC ACID | 4 | 1 |
| MEDRONIC ACID | 3 | 1 |
| CHEMBL5072826 | 0 | 3 |
Related Atlas pages
- Cohort genes: SQSTM1, TNFRSF11A, OPTN, DCSTAMP, NUP205, RIN3, DOCK6, CSF1, SLC25A43, PML, PRL
- Drugs: Zoledronic Acid, Alendronic Acid, Calcium, Risedronic Acid, Cholecalciferol, Ergocalciferol, Pamidronic Acid, Medronic Acid