Endometriosis
disease diseaseOn this page
Also known as endometriosis (disease)
Summary
Endometriosis (MONDO:0005133) is a disease (an umbrella term covering 7 Mondo subtypes) with 56 cohort genes (1,029 GWAS associations across 67 studies) and 705 clinical trials. Top therapeutic interventions include elagolix, leuprolide, and dienogest.
At a glance
- Umbrella term: 7 Mondo subtypes
- Cohort genes: 56
- GWAS associations: 1,029
- ClinVar variants: 5
- Clinical trials: 705
Clinical features
No curated clinical features (Orphanet) for this disease.
Identifiers
Disease identifiers
| Field | Value |
|---|---|
| Canonical name | endometriosis |
| Mondo ID | MONDO:0005133 |
| EFO | EFO:0001065 |
| MeSH | D004715 |
| DOID | DOID:289 |
| ICD-10-CM | N80 |
| ICD-11 | 1838213761 |
| NCIT | C3014 |
| SNOMED CT | 129103003 |
| UMLS | C0014175 |
| MedGen | 8620 |
| Is cancer (heuristic) | no |
Also known as: endometriosis · endometriosis (disease)
Data availability: 5 ClinVar variants · 1,029 GWAS associations (67 studies) · 1 HPO phenotype · 37 cell lines.
Disease family
An umbrella term covering 7 Mondo subtypes.
Classification path: disease › human disease › disease by body system or component › reproductive system disorder › female reproductive system disorder › uterine disorder › endometrial disorder › endometriosis
Related subtypes (6): endometritis, tamoxifen-related endometrial lesion, atypical endometrial hyperplasia, endometrial polyp, adenomyosis, endometrium neoplasm
Subtypes (7): fallopian tube endometriosis, endometriosis of intestine, endometriosis of pelvic peritoneum, endometriosis in cutaneous scar, endometriosis of rectovaginal septum and vagina, cervix endometriosis, ovarian endometriosis
Genetics & variants
GWAS landscape
1,029 GWAS associations across 67 studies. Top hits map to 22 distinct genes (as reported by GWAS).
Top associations by p-value
| rsID | p-value | Gene | Risk allele | Odds ratio |
|---|---|---|---|---|
| rs58415480 | 1e-61 | SYNE1 | C | 0.03 |
| rs11031005 | 1e-61 | ARL14EP-DT | T | 0.03 |
| rs55938609 | 5e-51 | WNT4 | C | 0.05 |
| rs10517343 | 2e-45 | KDR - RN7SL822P | A | 0.03 |
| rs10917151 | 5e-44 | CDC42 | A | 1.14 |
| rs1865573 | 2e-42 | GREB1 | A | 0.03 |
| rs56319427 | 4e-41 | CDC42 | T | 0.05 |
| rs74485684 | 1e-34 | ARL14EP-DT | ? | |
| rs72665317 | 5e-34 | CDC42-AS1 | ? | 0.04 |
| rs1537377 | 9e-33 | CDKN2B-AS1 | T | 0.03 |
| rs3858429 | 6e-32 | ARL14EP-DT | ? | 0.04 |
| rs71575922 | 1e-31 | SYNE1 | G | 1.12 |
| rs4762308 | 5e-31 | VEZT | A | 0.02 |
| chr6:152562271 | 2e-30 | C | 0.18 | |
| rs13211170 | 6e-30 | SYNE1 | A | 0.86 |
| chr11:30226356 | 3e-27 | T | 0.19 | |
| rs1903068 | 7e-27 | KDR - RN7SL822P | A | 0.03 |
| rs17215781 | 9e-27 | SYNE1 | A | 0.06 |
| rs11674184 | 3e-26 | GREB1 | T | 1.08 |
| rs73236109 | 1e-24 | KDR - RN7SL822P | ? | 0.03 |
| rs10090060 | 3e-24 | GDAP1 | A | 0.02 |
| rs12111427 | 1e-22 | SYNE1 | ? | 0.03 |
| rs2235529 | 1e-22 | WNT4 | ? | |
| chr1:22462111 | 3e-22 | A | 0.16 | |
| chr6:151816011 | 3e-22 | T | 0.15 | |
| rs56062135 | 7e-22 | SMAD3 | T | 0.09 |
| rs6456259 | 1e-21 | LNC-LBCS | A | 0.02 |
| rs57439315 | 2e-21 | GREB1 | G | 1.12 |
| rs74713348 | 5e-21 | ESR1 | ? | |
| rs2917868 | 9e-21 | CD109 - TXNP7 | T | 0.02 |
Top studies (by case count)
| Study | Lead author | Year | Cases | Controls | Title |
|---|---|---|---|---|---|
| GCST90310260 | McGrath IM | 2023 | 204,641 | 77,257 | Genomic characterisation of the overlap of endometriosis with 76 comorbidities identifies pleiotropic and causal mechanisms underlying disease risk. |
| GCST90258638 | Rahmioglu N | 2023 | 58,961 | 700,345 | The genetic basis of endometriosis and comorbidity with other pain and inflammatory conditions. |
| GCST90205183 | Rahmioglu N | 2023 | 21,779 | 449,087 | The genetic basis of endometriosis and comorbidity with other pain and inflammatory conditions. |
| GCST90269970 | Rahmioglu N | 2023 | 21,779 | 449,087 | The genetic basis of endometriosis and comorbidity with other pain and inflammatory conditions. |
| GCST90454213 | Pujol Gualdo N | 2025 | 19,588 | 213,669 | Atlas of genetic and phenotypic associations across 42 female reproductive health diagnoses. |
| GCST010178 | Adewuyi EO | 2020 | 17,054 | 191,858 | Shared Molecular Genetic Mechanisms Underlie Endometriosis and Migraine Comorbidity. |
| GCST010859 | Adewuyi EO | 2020 | 17,054 | 191,858 | Genetic analysis of endometriosis and depression identifies shared loci and implicates causal links with gastric mucosa abnormality. |
| GCST004549 | Sapkota Y | 2017 | 14,926 | 189,715 | Meta-analysis identifies five novel loci associated with endometriosis highlighting key genes involved in hormone metabolism. |
| GCST90018839 | Sakaue S | 2021 | 4,511 | 227,260 | A cross-population atlas of genetic associations for 220 human phenotypes. |
| GCST90080652 | Backman JD | 2021 | 4,475 | 205,856 | Exome sequencing and analysis of 454,787 UK Biobank participants. |
Variant details and genetic-evidence tiers
Tier distribution (top 50 variants)
| Tier | Variants |
|---|---|
| Tier 1: coding | 0 |
| Tier 2: splice/UTR | 1 |
| Tier 3: regulatory | 2 |
| Tier 4: intronic/intergenic | 47 |
MAF distribution
| Bucket | Variants |
|---|---|
| common (>=0.05) | 43 |
| low_freq (0.01-0.05) | 1 |
| rare (<0.01) | 0 |
| unknown | 6 |
Functional consequences
| Consequence | Count |
|---|---|
| intron_variant | 33 |
| intergenic_variant | 8 |
| unknown | 6 |
| regulatory_region_variant | 2 |
| 3_prime_UTR_variant | 1 |
Top variants
| rsID | Chr | Pos | Alleles | MAF | Consequence | Gene | p-value | Tier |
|---|---|---|---|---|---|---|---|---|
| rs58415480 | 6 | 152241136 | C>G,T | 0.409 | intron_variant | SYNE1 | 1e-61 | Tier 4: intronic/intergenic |
| rs11031005 | 11 | 30204809 | T>C | 0.401 | intron_variant | ARL14EP-DT | 1e-61 | Tier 4: intronic/intergenic |
| rs55938609 | 1 | 22143958 | G>C | 0.116 | intron_variant | WNT4 | 5e-51 | Tier 4: intronic/intergenic |
| rs10517343 | 4 | 55136100 | T>A | 0.185 | intergenic_variant | KDR - RN7SL822P | 2e-45 | Tier 4: intronic/intergenic |
| rs10917151 | 1 | 22096228 | G>A,C,T | 0.05 | 3_prime_UTR_variant | CDC42 | 5e-44 | Tier 2: splice/UTR |
| rs1865573 | 2 | 11583732 | G>A,T | 0.251 | intron_variant | GREB1 | 2e-42 | Tier 4: intronic/intergenic |
| rs56319427 | 1 | 22070505 | T>C | 0.168 | intron_variant | CDC42 | 4e-41 | Tier 4: intronic/intergenic |
| rs74485684 | 11 | 30220740 | T>C | 0.05 | intron_variant | ARL14EP-DT | 1e-34 | Tier 4: intronic/intergenic |
| rs72665317 | 1 | 22040580 | T>A,G | 0.05 | intron_variant | CDC42-AS1 | 5e-34 | Tier 4: intronic/intergenic |
| rs1537377 | 9 | 22169701 | T>C | 0.42 | regulatory_region_variant | CDKN2B-AS1 | 9e-33 | Tier 3: regulatory |
| rs3858429 | 11 | 30322210 | C>T | 0.05 | intron_variant | ARL14EP-DT | 6e-32 | Tier 4: intronic/intergenic |
| rs71575922 | 6 | 152232879 | C>G,T | 0.05 | intron_variant | SYNE1 | 1e-31 | Tier 4: intronic/intergenic |
| rs4762308 | 12 | 95255237 | G>A,C,T | 0.313 | intron_variant | VEZT | 5e-31 | Tier 4: intronic/intergenic |
| chr6:152562271 | 2e-30 | Tier 4: intronic/intergenic | ||||||
| rs13211170 | 6 | 152289837 | A>C,G | 0.05 | intron_variant | SYNE1 | 6e-30 | Tier 4: intronic/intergenic |
| chr11:30226356 | 3e-27 | Tier 4: intronic/intergenic | ||||||
| rs1903068 | 4 | 55142310 | A>G | 0.323 | intergenic_variant | KDR - RN7SL822P | 7e-27 | Tier 4: intronic/intergenic |
| rs17215781 | 6 | 152249139 | A>G | 0.075 | intron_variant | SYNE1 | 9e-27 | Tier 4: intronic/intergenic |
| rs11674184 | 2 | 11581409 | T>A,G | 0.05 | intron_variant | GREB1 | 3e-26 | Tier 4: intronic/intergenic |
| rs73236109 | 4 | 55141258 | C>G,T | 0.05 | intergenic_variant | KDR - RN7SL822P | 1e-24 | Tier 4: intronic/intergenic |
| rs10090060 | 8 | 74345373 | A>G | 0.408 | intron_variant | GDAP1 | 3e-24 | Tier 4: intronic/intergenic |
| rs12111427 | 6 | 152235391 | C>T | 0.05 | intron_variant | SYNE1 | 1e-22 | Tier 4: intronic/intergenic |
| rs2235529 | 1 | 22123994 | C>A,G,T | 0.05 | intron_variant | WNT4 | 1e-22 | Tier 4: intronic/intergenic |
| chr1:22462111 | 3e-22 | Tier 4: intronic/intergenic | ||||||
| chr6:151816011 | 3e-22 | Tier 4: intronic/intergenic | ||||||
| rs56062135 | 15 | 67163292 | C>T | 0.05 | intron_variant | SMAD3 | 7e-22 | Tier 4: intronic/intergenic |
| rs6456259 | 6 | 19761487 | A>G | 0.378 | intron_variant | LNC-LBCS | 1e-21 | Tier 4: intronic/intergenic |
| rs57439315 | 2 | 11593362 | G>C,T | 0.05 | intron_variant | GREB1 | 2e-21 | Tier 4: intronic/intergenic |
| rs74713348 | 6 | 151758904 | C>T | 0.05 | intron_variant | ESR1 | 5e-21 | Tier 4: intronic/intergenic |
| rs2917868 | 6 | 73900357 | T>A,G | 0.453 | intergenic_variant | CD109 - TXNP7 | 9e-21 | Tier 4: intronic/intergenic |
ClinVar germline variants
5 retrieved; paginated sample, class counts are floors:
3 uncertain significance, 1 drug response, 1 benign; affects; association; other
| ClinVar | Variant (HGVS) | Gene | Classification | Review |
|---|---|---|---|---|
| 225964 | NC_000006.12:g.31575254G>A | TNF | drug response | reviewed by expert panel |
| 810665 | t(3;10)(q22;q25.3) | Uncertain significance | criteria provided, single submitter | |
| 810664 | t(1;5)(q25;q12) | FAM163A | Uncertain significance | criteria provided, single submitter |
| 1339474 | NC_000002.12:g.(?112924872)(113105404_?)del | LOC129934601 | Uncertain significance | no assertion criteria provided |
| 869137 | NM_000576.3(IL1B):c.315C>T (p.Phe105=) | IL1B | Benign; Affects; association; other | no assertion criteria provided |
Genes & proteins
Mendelian disease overlap and somatic drivers
GenCC: 0 · Orphanet: 30 · OMIM-shared: 0 · Dual-evidence (GWAS+Mendelian): 0
Orphanet rare-disease linkage (cohort genes)
| Gene | Orphanet ID | Rare disease |
|---|---|---|
| C2 | Orphanet:169147 | Immunodeficiency due to a classical component pathway complement deficiency |
| WNT4 | Orphanet:139466 | SERKAL syndrome |
| WNT4 | Orphanet:247768 | Müllerian aplasia and hyperandrogenism |
| WNT4 | Orphanet:2578 | Mayer-Rokitansky-Küster-Hauser syndrome type 2 |
| FOXP2 | Orphanet:209908 | Isolated childhood apraxia of speech |
| FOXP2 | Orphanet:251061 | 7q31 microdeletion syndrome |
| CDC73 | Orphanet:143 | Parathyroid carcinoma |
| CDC73 | Orphanet:99879 | Familial isolated hyperparathyroidism |
| CDC73 | Orphanet:99880 | Hyperparathyroidism-jaw tumor syndrome |
| SYNE1 | Orphanet:319332 | Autosomal recessive myogenic arthrogryposis multiplex congenita |
| SYNE1 | Orphanet:88644 | Autosomal recessive ataxia, Beauce type |
| SYNE1 | Orphanet:98853 | Autosomal dominant Emery-Dreifuss muscular dystrophy |
| CDKN2A | Orphanet:1333 | Familial pancreatic carcinoma |
| CDKN2A | Orphanet:1501 | Adrenocortical carcinoma |
| CDKN2A | Orphanet:252206 | Melanoma and neural system tumor syndrome |
| CDKN2A | Orphanet:404560 | Familial atypical multiple mole melanoma syndrome |
| CDKN2A | Orphanet:524 | Li-Fraumeni syndrome |
| CDKN2A | Orphanet:585909 | B-lymphoblastic leukemia/lymphoma with t(9;22)(q34.1;q11.2) |
| CDKN2A | Orphanet:618 | Familial melanoma |
| CDKN2A | Orphanet:99861 | Precursor T-cell acute lymphoblastic leukemia |
| CDKN2B | Orphanet:618 | Familial melanoma |
| CDKN2B | Orphanet:652 | Multiple endocrine neoplasia type 1 |
| EMX2 | Orphanet:485275 | Acquired schizencephaly |
| ESR1 | Orphanet:785 | Estrogen resistance syndrome |
| FSHB | Orphanet:52901 | Isolated follicle stimulating hormone deficiency |
| HLA-DRA | Orphanet:505 | Graham Little-Piccardi-Lassueur syndrome |
| IGF1R | Orphanet:73273 | Growth delay due to insulin-like growth factor I resistance |
| KDR | Orphanet:3303 | Tetralogy of Fallot |
| LAMC3 | Orphanet:280640 | Occipital pachygyria and polymicrogyria |
| PDE1C | Orphanet:90635 | Rare autosomal dominant non-syndromic sensorineural deafness type DFNA |
Cohort genes → proteins
56 cohort genes, 52 distinct canonical proteins.
Evidence partition
| Subset | Genes |
|---|---|
| gwas_only | 53 |
| multi_evidence | 3 |
Cohort genes (full)
| Symbol | HGNC | Ensembl | UniProt | Name | Evidence |
|---|---|---|---|---|---|
| TNF | HGNC:11892 | ENSG00000232810 | P01375 | Tumor necrosis factor | clinvar |
| C2 | HGNC:1248 | ENSG00000166278 | P06681 | Complement C2 | gwas |
| WNT4 | HGNC:12783 | ENSG00000162552 | P56705 | Protein Wnt-4 | gwas |
| HNRNPA3P1 | HGNC:13729 | ENSG00000226790 | heterogeneous nuclear ribonucleoprotein A3 pseudogene 1 | gwas | |
| FOXP2 | HGNC:13875 | ENSG00000128573 | O15409 | Forkhead box protein P2 | gwas |
| CSMD1 | HGNC:14026 | ENSG00000183117 | Q96PZ7 | CUB and sushi domain-containing protein 1 | gwas |
| TFAP2D | HGNC:15581 | ENSG00000008197 | Q7Z6R9 | Transcription factor AP-2-delta | gwas |
| TLR10 | HGNC:15634 | ENSG00000174123 | Q9BXR5 | Toll-like receptor 10 | gwas |
| IL33 | HGNC:16028 | ENSG00000137033 | O95760 | Interleukin-33 | gwas |
| KLF3 | HGNC:16516 | ENSG00000109787 | P57682 | Krueppel-like factor 3 | gwas |
| MOAP1 | HGNC:16658 | ENSG00000165943 | Q96BY2 | Modulator of apoptosis 1 | gwas |
| CAPN14 | HGNC:16664 | ENSG00000214711 | A8MX76 | Calpain-14 | gwas |
| SORCS1 | HGNC:16697 | ENSG00000108018 | Q8WY21 | VPS10 domain-containing receptor SorCS1 | gwas |
| CDC73 | HGNC:16783 | ENSG00000134371 | Q6P1J9 | Parafibromin | gwas |
| SYNE1 | HGNC:17089 | ENSG00000131018 | Q8NF91 | Nesprin-1 | gwas |
| CDH20 | HGNC:1760 | ENSG00000101542 | Q9HBT6 | Cadherin-20 | gwas |
| RHOU | HGNC:17794 | ENSG00000116574 | Q7L0Q8 | Rho-related GTP-binding protein RhoU | gwas |
| CDKN2A | HGNC:1787 | ENSG00000147889 | P42771 | Cyclin-dependent kinase inhibitor 2A | gwas |
| CDKN2B | HGNC:1788 | ENSG00000147883 | P42772 | Cyclin-dependent kinase 4 inhibitor B | gwas |
| VEZT | HGNC:18258 | ENSG00000028203 | Q9HBM0 | Vezatin | gwas |
| KSR2 | HGNC:18610 | ENSG00000171435 | Q6VAB6 | Kinase suppressor of Ras 2 | gwas |
| C14orf132 | HGNC:20346 | ENSG00000227051 | Q9NPU4 | Uncharacterized protein C14orf132 | gwas |
| CCDC170 | HGNC:21177 | ENSG00000120262 | Q8IYT3 | Coiled-coil domain-containing protein 170 | gwas |
| RNF144B | HGNC:21578 | ENSG00000137393 | Q7Z419 | E3 ubiquitin-protein ligase RNF144B | gwas |
| CHLSN | HGNC:22421 | ENSG00000146540 | Q9BRJ6 | Protein cholesin | gwas |
| NAALADL2 | HGNC:23219 | ENSG00000177694 | Q58DX5 | Inactive N-acetylated-alpha-linked acidic dipeptidase-like protein 2 | gwas |
| ETAA1 | HGNC:24648 | ENSG00000143971 | Q9NY74 | Ewing’s tumor-associated antigen 1 | gwas |
| RBM43 | HGNC:24790 | ENSG00000184898 | Q6ZSC3 | RNA-binding protein 43 | gwas |
| GREB1 | HGNC:24885 | ENSG00000196208 | Q4ZG55 | Protein GREB1 | gwas |
| PARP1P2 | HGNC:276 | ENSG00000258995 | poly(ADP-ribose) polymerase 1 pseudogene 2 | gwas | |
| DEFA1 | HGNC:2761 | ENSG00000206047 | P59665 | Neutrophil defensin 1 | gwas |
| FAM163A | HGNC:28274 | ENSG00000143340 | Q96GL9 | Protein FAM163A | clinvar |
| ZBTB40 | HGNC:29045 | ENSG00000184677 | Q9NUA8 | Zinc finger and BTB domain-containing protein 40 | gwas |
| EMX2 | HGNC:3341 | ENSG00000170370 | Q04743 | Homeobox protein EMX2 | gwas |
| CDKN2B-AS1 | HGNC:34341 | ENSG00000240498 | CDKN2B and CDKN2A antisense cis and trans regulatory RNA 1 | gwas | |
| ESR1 | HGNC:3467 | ENSG00000091831 | P03372 | Estrogen receptor | gwas |
| FSHB | HGNC:3964 | ENSG00000131808 | P01225 | Follitropin subunit beta | gwas |
| ALCAM | HGNC:400 | ENSG00000170017 | Q13740 | CD166 antigen | gwas |
| HLA-DRA | HGNC:4947 | ENSG00000204287 | P01903 | HLA class II histocompatibility antigen, DR alpha chain | gwas |
| ID4 | HGNC:5363 | ENSG00000172201 | P47928 | DNA-binding protein inhibitor ID-4 | gwas |
| IGF1R | HGNC:5465 | ENSG00000140443 | P08069 | Insulin-like growth factor 1 receptor | gwas |
| RMP24P1 | HGNC:57042 | ENSG00000251647 | RMP24 pseudogene 1 | gwas | |
| IL1A | HGNC:5991 | ENSG00000115008 | P01583 | Interleukin-1 alpha | gwas |
| IL1B | HGNC:5992 | ENSG00000125538 | P01584 | Interleukin-1 beta | clinvar |
| ITPK1 | HGNC:6177 | ENSG00000100605 | Q13572 | Inositol-tetrakisphosphate 1-kinase | gwas |
| KDR | HGNC:6307 | ENSG00000128052 | P35968 | Vascular endothelial growth factor receptor 2 | gwas |
| LAMC3 | HGNC:6494 | ENSG00000050555 | Q9Y6N6 | Laminin subunit gamma-3 | gwas |
| RND3 | HGNC:671 | ENSG00000115963 | P61587 | Rho-related GTP-binding protein RhoE | gwas |
| MAP3K4 | HGNC:6856 | ENSG00000085511 | Q9Y6R4 | Mitogen-activated protein kinase kinase kinase 4 | gwas |
| RHOJ | HGNC:688 | ENSG00000126785 | Q9H4E5 | Rho-related GTP-binding protein RhoJ | gwas |
Cohort function summary
Lead sentence per gene, UniProt-curated.
| Symbol | Protein name | Function (lead sentence) |
|---|---|---|
| TNF | Tumor necrosis factor | Cytokine that binds to TNFRSF1A/TNFR1 and TNFRSF1B/TNFBR. |
| C2 | Complement C2 | Precursor of the catalytic component of the C3 and C5 convertase complexes, which are part of the complement pathway, a cascade of proteins that leads to phagocytosis and breakdown of pathogens and signaling that strengthens the adaptive i… |
| WNT4 | Protein Wnt-4 | Ligand for members of the frizzled family of seven transmembrane receptors. |
| FOXP2 | Forkhead box protein P2 | Transcriptional repressor that may play a role in the specification and differentiation of lung epithelium. |
| CSMD1 | CUB and sushi domain-containing protein 1 | Potential suppressor of squamous cell carcinomas. |
| TFAP2D | Transcription factor AP-2-delta | Sequence-specific DNA-binding protein that interacts with inducible viral and cellular enhancer elements to regulate transcription of selected genes. |
| TLR10 | Toll-like receptor 10 | Participates in the innate immune response to microbial agents. |
| IL33 | Interleukin-33 | Cytokine that binds to and signals through the IL1RL1/ST2 receptor which in turn activates NF-kappa-B and MAPK signaling pathways in target cells. |
| KLF3 | Krueppel-like factor 3 | Binds to the CACCC box of erythroid cell-expressed genes. |
| MOAP1 | Modulator of apoptosis 1 | Retrotransposon-derived protein that forms virion-like capsids. |
| CAPN14 | Calpain-14 | Calcium-regulated non-lysosomal thiol-protease. |
| CDC73 | Parafibromin | Tumor suppressor probably involved in transcriptional and post-transcriptional control pathways. |
| SYNE1 | Nesprin-1 | Multi-isomeric modular protein which forms a linking network between organelles and the actin cytoskeleton to maintain the subcellular spatial organization. |
| CDH20 | Cadherin-20 | Cadherins are calcium-dependent cell adhesion proteins. |
| RHOU | Rho-related GTP-binding protein RhoU | Binds to and activates protein kinase PAK1. |
| CDKN2A | Cyclin-dependent kinase inhibitor 2A | Acts as a negative regulator of the proliferation of normal cells by interacting strongly with CDK4 and CDK6. |
| CDKN2B | Cyclin-dependent kinase 4 inhibitor B | Interacts strongly with CDK4 and CDK6. |
| VEZT | Vezatin | Plays a pivotal role in the establishment of adherens junctions and their maintenance in adult life. |
| KSR2 | Kinase suppressor of Ras 2 | Location-regulated scaffold connecting MEK to RAF. |
| CCDC170 | Coiled-coil domain-containing protein 170 | Plays a role in Golgi-associated microtubules organization and stabilization. |
| RNF144B | E3 ubiquitin-protein ligase RNF144B | E3 ubiquitin-protein ligase which accepts ubiquitin from E2 ubiquitin-conjugating enzymes UBE2L3 and UBE2L6 in the form of a thioester and then directly transfers the ubiquitin to targeted substrates such as LCMT2, thereby promoting their… |
| CHLSN | Protein cholesin | Hormone secreted from the intestine in response to cholesterol, where it acts to inhibit cholesterol synthesis in the liver and VLDL secretion,leading to a reduction in circulating cholesterol levels. |
| NAALADL2 | Inactive N-acetylated-alpha-linked acidic dipeptidase-like protein 2 | May be catalytically inactive. |
| ETAA1 | Ewing’s tumor-associated antigen 1 | Replication stress response protein that accumulates at DNA damage sites and promotes replication fork progression and integrity. |
| GREB1 | Protein GREB1 | May play a role in estrogen-stimulated cell proliferation. |
| DEFA1 | Neutrophil defensin 1 | Effector molecule of the innate immune system that acts via antibiotic-like properties against a broad array of infectious agents including bacteria, fungi, and viruses or by promoting the activation and maturation of some APCs. |
| ZBTB40 | Zinc finger and BTB domain-containing protein 40 | May be involved in transcriptional regulation. |
| EMX2 | Homeobox protein EMX2 | Transcription factor, which in cooperation with EMX1, acts to generate the boundary between the roof and archipallium in the developing brain. |
| ESR1 | Estrogen receptor | Nuclear hormone receptor. |
| FSHB | Follitropin subunit beta | Together with the alpha chain CGA constitutes follitropin, the follicle-stimulating hormone, and provides its biological specificity to the hormone heterodimer. |
| ALCAM | CD166 antigen | Cell adhesion molecule that mediates both heterotypic cell-cell contacts via its interaction with CD6, as well as homotypic cell-cell contacts. |
| HLA-DRA | HLA class II histocompatibility antigen, DR alpha chain | An alpha chain of antigen-presenting major histocompatibility complex class II (MHCII) molecule. |
| ID4 | DNA-binding protein inhibitor ID-4 | Transcriptional regulator (lacking a basic DNA binding domain) which negatively regulates the basic helix-loop-helix (bHLH) transcription factors by forming heterodimers and inhibiting their DNA binding and transcriptional activity. |
| IGF1R | Insulin-like growth factor 1 receptor | Receptor tyrosine kinase which mediates actions of insulin-like growth factor 1 (IGF1). |
| IL1A | Interleukin-1 alpha | Cytokine constitutively present intracellularly in nearly all resting non-hematopoietic cells that plays an important role in inflammation and bridges the innate and adaptive immune systems. |
| IL1B | Interleukin-1 beta | Potent pro-inflammatory cytokine. |
| ITPK1 | Inositol-tetrakisphosphate 1-kinase | Kinase that can phosphorylate various inositol polyphosphate such as Ins(3,4,5,6)P4 or Ins(1,3,4)P3. |
| KDR | Vascular endothelial growth factor receptor 2 | Tyrosine-protein kinase that acts as a cell-surface receptor for VEGFA, VEGFC and VEGFD. |
| LAMC3 | Laminin subunit gamma-3 | Binding to cells via a high affinity receptor, laminin is thought to mediate the attachment, migration and organization of cells into tissues during embryonic development by interacting with other extracellular matrix components. |
| RND3 | Rho-related GTP-binding protein RhoE | Binds GTP but lacks intrinsic GTPase activity and is resistant to Rho-specific GTPase-activating proteins. |
| MAP3K4 | Mitogen-activated protein kinase kinase kinase 4 | Component of a protein kinase signal transduction cascade. |
| RHOJ | Rho-related GTP-binding protein RhoJ | Plasma membrane-associated small GTPase specifically involved in angiogenesis. |
| MEIS1 | Homeobox protein Meis1 | Acts as a transcriptional regulator of PAX6. |
| NFE2L3 | Nuclear factor erythroid 2-related factor 3 | Activates erythroid-specific, globin gene expression. |
| OR1D2 | Olfactory receptor 1D2 | Odorant receptor which may be involved in sperm chemotaxis. |
| OR1G1 | Olfactory receptor 1G1 | Odorant receptor. |
| PDE1C | Dual specificity calcium/calmodulin-dependent 3’,5’-cyclic nucleotide phosphodiesterase 1C | Calmodulin-dependent cyclic nucleotide phosphodiesterase with a dual specificity for the second messengers cAMP and cGMP, which are key regulators of many important physiological processes. |
| PTPRD | Receptor-type tyrosine-protein phosphatase delta | Can bidirectionally induce pre- and post-synaptic differentiation of neurons by mediating interaction with IL1RAP and IL1RAPL1 trans-synaptically. |
Protein-family classification
Druggable: 16 · Difficult: 12 · Unknown: 28 · Druggable fraction: 0.29
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 |
|---|---|---|---|
| Nuclear receptor | 1 | 6.9× | 0.393 |
| Complement | 1 | 4.8× | 0.393 |
| Kinase | 5 | 2.5× | 0.393 |
| Protease | 3 | 2.0× | 0.393 |
| Transcription factor | 10 | 1.5× | 0.393 |
| Antibody/Immunoglobulin | 3 | 1.6× | 0.501 |
| Phosphatase | 1 | 1.5× | 0.699 |
| Other/Unknown | 28 | 0.9× | 0.844 |
| GPCR | 2 | 0.8× | 0.844 |
| Scaffold/PPI | 2 | 0.6× | 0.844 |
Per-gene assignment
| Symbol | Family | Druggable? | EC | InterPro (top 3) |
|---|---|---|---|---|
| TNF | Other/Unknown | no | TNF_alpha, TNF_dom, TNF | |
| C2 | Protease | yes | Sushi_SCR_CCP_dom, Trypsin_dom, Peptidase_S1A | |
| WNT4 | Other/Unknown | no | Wnt, Wnt4, Wnt_CS | |
| HNRNPA3P1 | Other/Unknown | no | ||
| FOXP2 | Transcription factor | no | Fork_head_dom, TF_fork_head_CS_2, FOXP-CC | |
| CSMD1 | Complement | yes | Sushi_SCR_CCP_dom, CUB_dom, Sperma_CUB_dom_sf | |
| TFAP2D | Transcription factor | no | TF_AP2, TF_AP2_C | |
| TLR10 | Other/Unknown | no | TIR_dom, Cys-rich_flank_reg_C, Leu-rich_rpt | |
| IL33 | Other/Unknown | no | IL-33, IL33_C | |
| KLF3 | Transcription factor | no | Znf_C2H2_type, Znf_C2H2_sf | |
| MOAP1 | Other/Unknown | no | PNMA, PNMA_C, PNMA_N | |
| CAPN14 | Protease | yes | Pept_cys_AS, Peptidase_C2_calpain_cat, EF_hand_dom | |
| SORCS1 | Antibody/Immunoglobulin | yes | PKD_dom, VPS10, Ig-like_fold | |
| CDC73 | Other/Unknown | no | Cdc73/Parafibromin, CDC73_C, Cdc73_N | |
| SYNE1 | Other/Unknown | no | Actinin_actin-bd_CS, CH_dom, Spectrin_repeat | |
| CDH20 | Other/Unknown | no | Cadherin_Y-type_LIR, Cadherin-like_dom, Cadherin-like_sf | |
| RHOU | Other/Unknown | no | Small_GTPase, Small_GTPase_Rho, Small_GTP-bd | |
| CDKN2A | Scaffold/PPI | no | Ankyrin_rpt-contain_sf, Ank_Repeat/CDKN_Inhibitor, Tumor_suppres_ARF | |
| CDKN2B | Scaffold/PPI | no | Ankyrin_rpt, Ankyrin_rpt-contain_sf, Ank_Repeat/CDKN_Inhibitor | |
| VEZT | Other/Unknown | no | Vezatin, Myosin-bd | |
| KSR2 | Kinase | yes | 2.7.11.25 | Prot_kinase_dom, Ser-Thr/Tyr_kinase_cat_dom, PKC_DAG/PE |
| C14orf132 | Other/Unknown | no | ||
| CCDC170 | Other/Unknown | no | CCDC170-like | |
| RNF144B | Transcription factor | no | Znf_RING, IBR_dom, Znf_RING/FYVE/PHD | |
| CHLSN | Other/Unknown | no | WKF | |
| NAALADL2 | Protease | yes | Peptidase_M28, TFR-like_dimer_dom_sf, Peptidase_M28B | |
| ETAA1 | Other/Unknown | no | ETAA1 | |
| RBM43 | Other/Unknown | no | RRM_dom, Nucleotide-bd_a/b_plait_sf, RBD_domain_sf | |
| GREB1 | Other/Unknown | no | GREB1, GREB1_N, GREB1-like_C | |
| PARP1P2 | Other/Unknown | no | ||
| DEFA1 | Other/Unknown | no | Alpha-defensin_N, Beta/alpha-defensin_C, Alpha-defensin_C | |
| FAM163A | Other/Unknown | no | FAM163, FAM163A | |
| ZBTB40 | Transcription factor | no | BTB/POZ_dom, SKP1/BTB/POZ_sf, Znf_C2H2_type | |
| EMX2 | Transcription factor | no | HTH_motif, HD, Homeodomain-like_sf | |
| CDKN2B-AS1 | Other/Unknown | no | ||
| ESR1 | Nuclear receptor | yes | Nucl_hrmn_rcpt_lig-bd, Estr_rcpt, Znf_hrmn_rcpt | |
| FSHB | Other/Unknown | no | Gonadotropin_bsu, Glyco_hormone_CN, Gonadotropin_bsu_CS | |
| ALCAM | Antibody/Immunoglobulin | yes | Ig_sub2, Ig_sub, Ig-like_dom | |
| HLA-DRA | Antibody/Immunoglobulin | yes | MHC_II_a_N, Ig/MHC_CS, Ig_C1-set | |
| ID4 | Transcription factor | no | bHLH_dom, DNA-bd_prot-inh, HLH_DNA-bd_sf | |
| IGF1R | Kinase | yes | 2.7.10.1 | Rcpt_L-dom, Prot_kinase_dom, Ser-Thr/Tyr_kinase_cat_dom |
| RMP24P1 | Other/Unknown | no | ||
| IL1A | Other/Unknown | no | IL-1_fam, IL-1_alpha, IL-1_propep | |
| IL1B | Other/Unknown | no | IL-1_fam, IL-1_propep, IL1/FGF | |
| ITPK1 | Kinase | yes | 2.7.1.134 | Inositol_tetrakis-P_1-kinase, ATP-grasp, InsP(3)kin_ATP-grasp |
| KDR | Kinase | yes | 2.7.10.1 | Prot_kinase_dom, Ser-Thr/Tyr_kinase_cat_dom, Tyr_kinase_rcpt_3_CS |
| LAMC3 | Other/Unknown | no | Laminin_IV, EGF, LE_dom | |
| RND3 | Other/Unknown | no | Small_GTPase, Small_GTPase_Rho, Small_GTP-bd | |
| MAP3K4 | Kinase | yes | 2.7.12.2 | Prot_kinase_dom, Ser/Thr_kinase_AS, Kinase-like_dom_sf |
| RHOJ | Other/Unknown | no | Small_GTPase, Small_GTPase_Rho, Small_GTP-bd |
Expression context
Cohort genes with no expression data: 0.
47 cohort genes are a single-cell marker in ≥1 SCXA experiment.
Breadth distribution (Bgee present_calls)
| Bucket | Genes |
|---|---|
| narrow (1-5 tissues) | 2 |
| moderate (6-20) | 1 |
| broad (>20) | 53 |
| unknown | 0 |
Top tissues across cohort
| Tissue | Cohort genes |
|---|---|
| calcaneal tendon | 7 |
| cortical plate | 4 |
| middle temporal gyrus | 4 |
| colonic epithelium | 4 |
| pituitary gland | 4 |
| primordial germ cell in gonad | 4 |
| granulocyte | 3 |
| male germ line stem cell (sensu Vertebrata) in testis | 3 |
| buccal mucosa cell | 3 |
| Brodmann (1909) area 23 | 3 |
| secondary oocyte | 3 |
| sural nerve | 3 |
| C1 segment of cervical spinal cord | 3 |
| monocyte | 3 |
| placenta | 2 |
| decidua | 2 |
| ganglionic eminence | 2 |
| stromal cell of endometrium | 2 |
| mucosa of paranasal sinus | 2 |
| right coronary artery | 2 |
Per-gene tissue summary (top 30)
| Symbol | Bgee breadth | FANTOM5 breadth | SCXA | Top tissues |
|---|---|---|---|---|
| TNF | 119 | broad | marker | granulocyte, male germ line stem cell (sensu Vertebrata) in testis, bone marrow |
| C2 | 138 | ubiquitous | marker | liver, right lobe of liver, placenta |
| WNT4 | 177 | broad | marker | islet of Langerhans, decidua, type B pancreatic cell |
| HNRNPA3P1 | 25 | yes | stromal cell of endometrium, ganglionic eminence, cortical plate | |
| FOXP2 | 237 | broad | marker | buccal mucosa cell, tibialis anterior, mucosa of paranasal sinus |
| CSMD1 | 179 | broad | marker | Brodmann (1909) area 23, middle temporal gyrus, primary visual cortex |
| TFAP2D | 25 | marker | oocyte, buccal mucosa cell, secondary oocyte | |
| TLR10 | 166 | tissue_specific | marker | lymph node, ileal mucosa, ileum |
| IL33 | 239 | broad | marker | calcaneal tendon, right coronary artery, olfactory segment of nasal mucosa |
| KLF3 | 271 | ubiquitous | marker | upper leg skin, penis, esophagus squamous epithelium |
| MOAP1 | 142 | ubiquitous | marker | superior frontal gyrus, prefrontal cortex, frontal cortex |
| CAPN14 | 116 | tissue_specific | yes | lower esophagus mucosa, pharyngeal mucosa, esophagus mucosa |
| SORCS1 | 188 | broad | marker | cortical plate, sural nerve, trigeminal ganglion |
| CDC73 | 271 | ubiquitous | marker | calcaneal tendon, sural nerve, colonic epithelium |
| SYNE1 | 275 | ubiquitous | marker | cerebellar hemisphere, right hemisphere of cerebellum, calcaneal tendon |
| CDH20 | 148 | broad | marker | ventricular zone, C1 segment of cervical spinal cord, amygdala |
| RHOU | 134 | ubiquitous | marker | corpus callosum, C1 segment of cervical spinal cord, duodenum |
| CDKN2A | 220 | ubiquitous | marker | parotid gland, cervix squamous epithelium, pituitary gland |
| CDKN2B | 219 | ubiquitous | marker | jejunal mucosa, colonic mucosa, lower esophagus mucosa |
| VEZT | 274 | ubiquitous | marker | adrenal tissue, cortical plate, calcaneal tendon |
| KSR2 | 114 | broad | marker | Brodmann (1909) area 23, middle temporal gyrus, postcentral gyrus |
| C14orf132 | 263 | ubiquitous | marker | middle temporal gyrus, endothelial cell, Brodmann (1909) area 23 |
| CCDC170 | 182 | broad | marker | bronchial epithelial cell, epithelium of bronchus, bronchus |
| RNF144B | 255 | ubiquitous | marker | deltoid, skeletal muscle tissue of rectus abdominis, quadriceps femoris |
| CHLSN | 243 | ubiquitous | marker | adenohypophysis, right coronary artery, pituitary gland |
| NAALADL2 | 183 | ubiquitous | marker | calcaneal tendon, colonic epithelium, primordial germ cell in gonad |
| ETAA1 | 224 | ubiquitous | marker | secondary oocyte, calcaneal tendon, primordial germ cell in gonad |
| RBM43 | 218 | ubiquitous | yes | oviduct epithelium, calcaneal tendon, fallopian tube |
| GREB1 | 219 | broad | marker | left ovary, right ovary, ovary |
| PARP1P2 | 70 | yes | male germ line stem cell (sensu Vertebrata) in testis, ganglionic eminence, colonic epithelium |
Protein interactions among cohort
Intra-cohort edges: 18.
Hub genes (top 10 by interactor count)
| Symbol | Interactor count |
|---|---|
| ESR1 | 12,382 |
| TNF | 11,116 |
| CDKN2A | 9,311 |
| IL1B | 8,564 |
| IGF1R | 6,823 |
| IL1A | 5,171 |
| KDR | 4,960 |
| CDC73 | 4,592 |
| VEZT | 4,323 |
| RHOJ | 3,990 |
Intra-cohort edges
| A | B | Sources |
|---|---|---|
| CCDC170 | ESR1 | string_interaction |
| CCDC170 | SYNE1 | string_interaction |
| CCDC170 | ZBTB40 | string_interaction |
| CDKN2A | CDKN2B | biogrid_interaction |
| CSMD1 | NAALADL2 | string_interaction |
| CSMD1 | PTPRD | string_interaction |
| EMX2 | MEIS1 | intact |
| ESR1 | GREB1 | biogrid_interaction, string_interaction |
| ESR1 | IGF1R | string_interaction |
| GREB1 | VEZT | string_interaction |
| GREB1 | WNT4 | string_interaction |
| IGF1R | VEZT | intact |
| IL1A | IL1B | string_interaction |
| IL1A | TNF | string_interaction |
| IL1B | IL33 | string_interaction |
| IL1B | TNF | string_interaction |
| RBM43 | RNF144B | string_interaction |
| RBM43 | VEZT | string_interaction |
Structural data
PDB: 26 · AlphaFold-only: 26 · No structure: 4
Cohort genes with PDB structures (top 30)
| Symbol | UniProt | PDB entries |
|---|---|---|
| ESR1 | P03372 | 478 |
| HLA-DRA | P01903 | 140 |
| IL1B | P01584 | 64 |
| KDR | P35968 | 54 |
| TNF | P01375 | 52 |
| IGF1R | P08069 | 46 |
| CDC73 | Q6P1J9 | 20 |
| DEFA1 | P59665 | 19 |
| C2 | P06681 | 14 |
| KSR2 | Q6VAB6 | 9 |
| PTPRD | P23468 | 8 |
| RND3 | P61587 | 7 |
| FSHB | P01225 | 6 |
| IL33 | O95760 | 5 |
| CDKN2A | P42771 | 5 |
| IL1A | P01583 | 4 |
| ITPK1 | Q13572 | 4 |
| SYNE1 | Q8NF91 | 3 |
| FOXP2 | O15409 | 2 |
| MEIS1 | O00470 | 2 |
| CSMD1 | Q96PZ7 | 1 |
| TLR10 | Q9BXR5 | 1 |
| MOAP1 | Q96BY2 | 1 |
| RHOU | Q7L0Q8 | 1 |
| ETAA1 | Q9NY74 | 1 |
| ALCAM | Q13740 | 1 |
AlphaFold-only cohort genes (top 30 by pLDDT)
| Symbol | UniProt | pLDDT |
|---|---|---|
| WNT4 | P56705 | 91.41 |
| CDKN2B | P42772 | 90.12 |
| RHOJ | Q9H4E5 | 88.63 |
| OR1D2 | P34982 | 86.41 |
| CAPN14 | A8MX76 | 86.02 |
| OR1G1 | P47890 | 84.11 |
| RNF144B | Q7Z419 | 82.64 |
| CCDC170 | Q8IYT3 | 82.06 |
| NAALADL2 | Q58DX5 | 78.78 |
| SORCS1 | Q8WY21 | 77.77 |
| CDH20 | Q9HBT6 | 77.33 |
| RBM43 | Q6ZSC3 | 77.12 |
| CHLSN | Q9BRJ6 | 75.36 |
| LAMC3 | Q9Y6N6 | 75.23 |
| PDE1C | Q14123 | 71.53 |
| GREB1 | Q4ZG55 | 71.10 |
| ID4 | P47928 | 68.34 |
| EMX2 | Q04743 | 67.26 |
| C14orf132 | Q9NPU4 | 66.98 |
| MAP3K4 | Q9Y6R4 | 66.66 |
| ZBTB40 | Q9NUA8 | 66.33 |
| VEZT | Q9HBM0 | 66.08 |
| TFAP2D | Q7Z6R9 | 62.75 |
| FAM163A | Q96GL9 | 58.54 |
| NFE2L3 | Q9Y4A8 | 54.20 |
| KLF3 | P57682 | 54.04 |
Function
Pathway analysis
Distinct Reactome pathways touched by cohort: 203. Enrichment computed across 56 evidence-associated genes (36 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 36 annotated cohort genes). Counts and members are kept as ground-truth; sorted by enrichment.
| Pathway | Cohort genes | Fold | FDR | Sample cohort genes |
|---|---|---|---|---|
| Interleukin-1 processing | 2 | 70.5× | 0.032 | IL1A, IL1B |
| Interleukin-10 signaling | 3 | 19.4× | 0.032 | TNF, IL1A, IL1B |
| Interleukin-4 and Interleukin-13 signaling | 4 | 11.4× | 0.032 | TNF, RHOU, IL1A, IL1B |
| Formation of the nephric duct | 2 | 35.2× | 0.073 | EMX2, ID4 |
| Evasion of Oncogene Induced Senescence Due to p14ARF Defects | 1 | 317.2× | 0.082 | CDKN2A |
| Evasion of Oxidative Stress Induced Senescence Due to p14ARF Defects | 1 | 317.2× | 0.082 | CDKN2A |
| Pyroptosis | 2 | 23.5× | 0.082 | IL1A, IL1B |
| Purinergic signaling in leishmaniasis infection | 2 | 23.5× | 0.082 | IL1A, IL1B |
| G1 Phase | 2 | 21.9× | 0.084 | CDKN2A, CDKN2B |
| Evasion of Oncogene Induced Senescence Due to Defective p16INK4A binding to CDK4 | 1 | 158.6× | 0.091 | CDKN2A |
| Evasion of Oxidative Stress Induced Senescence Due to Defective p16INK4A binding to CDK4 | 1 | 158.6× | 0.091 | CDKN2A |
| Defective Intrinsic Pathway for Apoptosis Due to p14ARF Loss of Function | 1 | 158.6× | 0.091 | CDKN2A |
| Interleukin-33 signaling | 1 | 105.7× | 0.091 | IL33 |
| Diseases of Cellular Senescence | 1 | 105.7× | 0.091 | CDKN2A |
| Evasion of Oncogene Induced Senescence Due to p16INK4A Defects | 1 | 105.7× | 0.091 | CDKN2A |
| Evasion of Oncogene Induced Senescence Due to Defective p16INK4A binding to CDK4 and CDK6 | 1 | 105.7× | 0.091 | CDKN2A |
| Evasion of Oxidative Stress Induced Senescence Due to p16INK4A Defects | 1 | 105.7× | 0.091 | CDKN2A |
| Evasion of Oxidative Stress Induced Senescence Due to Defective p16INK4A binding to CDK4 and CDK6 | 1 | 105.7× | 0.091 | CDKN2A |
| Diseases of cellular response to stress | 1 | 105.7× | 0.091 | CDKN2A |
| Oncogene Induced Senescence | 2 | 18.7× | 0.091 | CDKN2A, CDKN2B |
| Senescence-Associated Secretory Phenotype (SASP) | 3 | 8.3× | 0.091 | CDKN2A, CDKN2B, IL1A |
| Cyclin D associated events in G1 | 2 | 12.9× | 0.096 | CDKN2A, CDKN2B |
| Cam-PDE 1 activation | 1 | 79.3× | 0.102 | PDE1C |
| Neuropilin interactions with VEGF and VEGFR | 1 | 79.3× | 0.102 | KDR |
| IRAK4 deficiency (TLR5) | 1 | 79.3× | 0.102 | TLR10 |
| Signaling by membrane-tethered fusions of PDGFRA or PDGFRB | 1 | 63.4× | 0.112 | KDR |
| CASP4-mediated substrate cleavage | 1 | 63.4× | 0.112 | IL1B |
| CASP5-mediated substrate cleavage | 1 | 63.4× | 0.112 | IL1B |
| TNFR1-mediated ceramide production | 1 | 52.9× | 0.112 | TNF |
| CLEC7A/inflammasome pathway | 1 | 52.9× | 0.112 | IL1B |
GO biological processes by enrichment
Over-representation of cohort genes vs the genome-wide background (hypergeometric test, Benjamini-Hochberg FDR; fold = observed/expected over 49 annotated cohort genes). Counts and members are kept as ground-truth; sorted by enrichment.
| GO term | Cohort genes | Fold | FDR | Sample cohort genes |
|---|---|---|---|---|
| fever generation | 2 | 229.3× | 0.005 | IL1A, IL1B |
| positive regulation of fever generation | 2 | 172.0× | 0.005 | TNF, IL1B |
| positive regulation of protein-containing complex disassembly | 2 | 172.0× | 0.005 | TNF, IGF1R |
| mammary gland branching involved in pregnancy | 2 | 172.0× | 0.005 | CSMD1, ESR1 |
| positive regulation of neuroinflammatory response | 3 | 73.7× | 0.005 | TNF, IL33, IL1B |
| positive regulation of MAPK cascade | 6 | 9.9× | 0.005 | TNF, WNT4, KSR2, IGF1R, IL1B, KDR |
| signal transduction | 12 | 3.9× | 0.005 | RHOU, ESR1, ALCAM, IGF1R, IL1B, ITPK1, RND3, RHOJ (+4 more) |
| immune response | 7 | 6.7× | 0.006 | TNF, TLR10, DEFA1, HLA-DRA, IGF1R, IL1A, IL1B |
| positive regulation of mitotic nuclear division | 3 | 33.3× | 0.007 | TNF, IL1A, IL1B |
| positive regulation of immature T cell proliferation in thymus | 2 | 114.6× | 0.008 | IL1A, IL1B |
| vascular endothelial growth factor production | 2 | 98.3× | 0.009 | TNF, IL1B |
| extrinsic apoptotic signaling pathway in absence of ligand | 3 | 28.7× | 0.009 | MOAP1, IL1A, IL1B |
| positive regulation of nitric oxide biosynthetic process | 3 | 27.9× | 0.009 | TNF, ESR1, IL1B |
| positive regulation of interleukin-6 production | 4 | 13.6× | 0.010 | TNF, IL33, IL1A, IL1B |
| negative regulation of extrinsic apoptotic signaling pathway in absence of ligand | 3 | 25.2× | 0.010 | TNF, IL1A, IL1B |
| regulation of establishment of endothelial barrier | 2 | 76.4× | 0.012 | TNF, IL1B |
| positive regulation of transcription by RNA polymerase II | 11 | 3.3× | 0.013 | TNF, TFAP2D, IL33, CDC73, CDKN2A, ESR1, FSHB, ID4 (+3 more) |
| positive regulation of heterotypic cell-cell adhesion | 2 | 52.9× | 0.022 | TNF, IL1B |
| positive regulation of JUN kinase activity | 2 | 52.9× | 0.022 | TNF, MAP3K4 |
| positive regulation of cytokine production | 3 | 16.6× | 0.026 | TNF, IL33, IL1A |
| antigen processing and presentation of peptide or polysaccharide antigen via MHC class II | 1 | 343.9× | 0.033 | HLA-DRA |
| positive regulation of cellular defense response | 1 | 343.9× | 0.033 | IL33 |
| caudate nucleus development | 1 | 343.9× | 0.033 | FOXP2 |
| putamen development | 1 | 343.9× | 0.033 | FOXP2 |
| female sex determination | 1 | 343.9× | 0.033 | WNT4 |
| positive regulation of translational initiation by iron | 1 | 343.9× | 0.033 | TNF |
| positive regulation of cell adhesion molecule production | 1 | 343.9× | 0.033 | IL1B |
| negative regulation of branching involved in lung morphogenesis | 1 | 343.9× | 0.033 | TNF |
| negative regulation of testicular blood vessel morphogenesis | 1 | 343.9× | 0.033 | WNT4 |
| seminal vesicle morphogenesis | 1 | 343.9× | 0.033 | ID4 |
Therapeutics
Drugs indicated or in trials for this disease
3 approved drugs — disease-direct ChEMBL indications, not inferred from the associated-gene cohort below.
| Drug | Status |
|---|---|
| Danazol | Approved (phase 4) |
| Medroxyprogesterone Acetate | Approved (phase 4) |
| Norethindrone Acetate | Approved (phase 4) |
31 drugs in clinical trials for this disease (phase 2–3, investigational): efficacy not established — a trial record, not an indication.
| Drug | Highest phase |
|---|---|
| Cyproterone Acetate | Phase 3 |
| Degarelix | Phase 3 |
| Dienogest | Phase 3 |
| Elagolix | Phase 3 |
| Estradiol | Phase 3 |
| Ethinyl Estradiol | Phase 3 |
| Leuprolide | Phase 3 |
| Levonorgestrel | Phase 3 |
| Linzagolix | Phase 3 |
| Naltrexone | Phase 3 |
| Norethindrone | Phase 3 |
| Pentoxifylline | Phase 3 |
| Relugolix | Phase 3 |
| Triptorelin | Phase 3 |
| Anastrozole | Phase 2 |
| Asoprisnil | Phase 2 |
| Atosiban | Phase 2 |
| Cabergoline | Phase 2 |
| Cannabidiol | Phase 2 |
| Cetrorelix | Phase 2 |
| Epigalocatechin Gallate | Phase 2 |
| Filgrastim | Phase 2 |
| Infliximab | Phase 2 |
| Letrozole | Phase 2 |
| Mifepristone | Phase 2 |
| Rosiglitazone | Phase 2 |
| Sodium Ascorbate | Phase 2 |
| Tanezumab | Phase 2 |
| Telapristone Acetate | Phase 2 |
| Vilaprisan | Phase 2 |
| Vitamin E | Phase 2 |
Drug target analysis
Approved (phase 4): 7 · Phase ≥3: 7 · Phased (≥1): 8 · Undrugged: 48
Druggability breadth: 21 of 56 evidence-associated genes (38%) have a ChEMBL target (buckets above are over the deeply-mined display cohort).
Genes with an approved drug
The molecule shown is one approved compound that hits the gene — not necessarily a drug of choice or one indicated for this disease.
| Symbol | Example approved molecule |
|---|---|
| TNF | PREDNISOLONE |
| ESR1 | CANDESARTAN CILEXETIL |
| IGF1R | FEDRATINIB |
| IL1B | POMALIDOMIDE |
| KDR | VANDETANIB |
| MAP3K4 | FEDRATINIB |
| PDE1C | VARDENAFIL |
Top cohort targets by molecule count
| Symbol | Molecules | Max phase |
|---|---|---|
| KDR | 172 | 4 |
| ESR1 | 162 | 4 |
| IGF1R | 27 | 4 |
| MAP3K4 | 21 | 4 |
| PDE1C | 15 | 4 |
| TNF | 12 | 4 |
| IL1B | 4 | 4 |
| CDC73 | 1 | 2 |
| C2 | 0 | 0 |
| WNT4 | 0 | 0 |
Drugs targeting cohort genes (top 30)
| Molecule | Max phase | Targets in cohort |
|---|---|---|
| PREDNISOLONE | 4 | TNF |
| POMALIDOMIDE | 4 | IL1B, TNF |
| PENTOXIFYLLINE | 4 | TNF |
| MESALAMINE | 4 | KDR, TNF |
| LENALIDOMIDE | 4 | IL1B, TNF |
| CANDESARTAN CILEXETIL | 4 | ESR1 |
| DIENESTROL | 4 | ESR1 |
| BEXAROTENE | 4 | ESR1 |
| VARENICLINE | 4 | ESR1 |
| ACETOPHENAZINE | 4 | ESR1 |
| ARIPIPRAZOLE | 4 | ESR1 |
| RALOXIFENE HYDROCHLORIDE | 4 | ESR1 |
| NORETHINDRONE | 4 | ESR1 |
| TRIMETREXATE | 4 | ESR1 |
| ESTRADIOL ACETATE | 4 | ESR1 |
| ETHYLESTRENOL | 4 | ESR1 |
| ETHYNODIOL DIACETATE | 4 | ESR1 |
| CHLOROTRIANISENE | 4 | ESR1 |
| ESTRADIOL CYPIONATE | 4 | ESR1 |
| MESTRANOL | 4 | ESR1 |
| QUINESTROL | 4 | ESR1 |
| RIBOFLAVIN 5’-PHOSPHATE | 4 | ESR1 |
| ESTETROL ANHYDROUS | 4 | ESR1 |
| OXYBUTYNIN | 4 | ESR1 |
| MILTEFOSINE | 4 | ESR1 |
| MIFEPRISTONE | 4 | ESR1 |
| LENVATINIB | 4 | ESR1, KDR |
| CLOFAZIMINE | 4 | ESR1 |
| BUTOCONAZOLE | 4 | ESR1 |
| MOLSIDOMINE | 4 | ESR1 |
Bioactivity and enzyme data
Enzyme cohort genes (≥1 EC): 7.
Cohort genes with ChEMBL bioactivity (full, sorted by assay count)
| Symbol | Assays | Type breakdown |
|---|---|---|
| KDR | 2,687 | Binding:2594, Functional:64, ADMET:27, Toxicity:2 |
| ESR1 | 2,435 | Binding:2037, Functional:363, ADMET:35 |
| IGF1R | 1,091 | Binding:1037, Functional:53, ADMET:1 |
| TNF | 193 | Binding:162, Functional:31 |
| PDE1C | 185 | Binding:175, ADMET:5, Functional:5 |
| MAP3K4 | 131 | Binding:131 |
| KSR2 | 28 | Binding:28 |
| IL1B | 26 | Binding:26 |
| CDC73 | 8 | Binding:8 |
| ITPK1 | 6 | Binding:6 |
| MEIS1 | 5 | Binding:5 |
| C2 | 4 | Binding:4 |
| ZBTB40 | 3 | Binding:3 |
| CDKN2A | 2 | Binding:2 |
| DEFA1 | 2 | Binding:2 |
| IL33 | 1 | Binding:1 |
| CHLSN | 1 | Binding:1 |
| IL1A | 1 | Binding:1 |
| PTPRD | 1 | Binding:1 |
Cohort enzymes (BRENDA EC)
| Symbol | EC numbers | Names |
|---|---|---|
| KSR2 | 2.7.11.25 | mitogen-activated protein kinase kinase kinase |
| IGF1R | 2.7.10.1 | receptor protein-tyrosine kinase |
| ITPK1 | 2.7.1.134, 2.7.1.159 | inositol-tetrakisphosphate 1-kinase, inositol-1,3,4-trisphosphate 5/6-kinase |
| KDR | 2.7.10.1 | receptor protein-tyrosine kinase |
| MAP3K4 | 2.7.12.2 | mitogen-activated protein kinase kinase |
| PDE1C | 3.1.4.17 | 3’,5’-cyclic-nucleotide phosphodiesterase |
| PTPRD | 3.1.3.48 | protein-tyrosine-phosphatase |
Cohort genes with high screening signal
≥100 ChEMBL assays — a studied-ness signal; see Therapeutics for approved-drug status.
| Symbol | ChEMBL assays |
|---|---|
| TNF | 193 |
| ESR1 | 2,435 |
| IGF1R | 1,091 |
| KDR | 2,687 |
| MAP3K4 | 131 |
| PDE1C | 185 |
Pharmacogenomics
Cohort genes with a PharmGKB record: 55; with CPIC/DPWG dosing guidelines: 0.
No cohort gene has a CPIC/DPWG genotype-guided dosing guideline (PharmGKB).
Chemical tractability of cohort targets
29 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) |
|---|---|---|
| PREDNISOLONE | 4 | TNF |
| POMALIDOMIDE | 4 | IL1B, TNF |
| PENTOXIFYLLINE | 4 | TNF |
| MESALAMINE | 4 | KDR, TNF |
| LENALIDOMIDE | 4 | IL1B, TNF |
| CANDESARTAN CILEXETIL | 4 | ESR1 |
| DIENESTROL | 4 | ESR1 |
| BEXAROTENE | 4 | ESR1 |
| VARENICLINE | 4 | ESR1 |
| ACETOPHENAZINE | 4 | ESR1 |
| ARIPIPRAZOLE | 4 | ESR1 |
| RALOXIFENE HYDROCHLORIDE | 4 | ESR1 |
| TRIMETREXATE | 4 | ESR1 |
| ESTRADIOL ACETATE | 4 | ESR1 |
| ETHYLESTRENOL | 4 | ESR1 |
| ETHYNODIOL DIACETATE | 4 | ESR1 |
| CHLOROTRIANISENE | 4 | ESR1 |
| ESTRADIOL CYPIONATE | 4 | ESR1 |
| MESTRANOL | 4 | ESR1 |
| QUINESTROL | 4 | ESR1 |
| RIBOFLAVIN 5’-PHOSPHATE | 4 | ESR1 |
| ESTETROL ANHYDROUS | 4 | ESR1 |
| OXYBUTYNIN | 4 | ESR1 |
| MILTEFOSINE | 4 | ESR1 |
| MIFEPRISTONE | 4 | ESR1 |
| LENVATINIB | 4 | ESR1, KDR |
| CLOFAZIMINE | 4 | ESR1 |
| BUTOCONAZOLE | 4 | ESR1 |
| MOLSIDOMINE | 4 | ESR1 |
Druggability pyramid
Cohort genes binned by druggability tier (high → low):
| Tier | Definition | Genes | Symbols |
|---|---|---|---|
| A | Approved (phase 4 drug) | 7 | TNF, ESR1, IGF1R, IL1B, KDR, MAP3K4, PDE1C |
| B | Phased (≥1) drug, not yet approved | 1 | CDC73 |
| C | Druggable family + PDB, no drug | 7 | C2, CSMD1, KSR2, ALCAM, HLA-DRA, ITPK1, PTPRD |
| D | Druggable family + AlphaFold only, no drug | 5 | CAPN14, SORCS1, NAALADL2, OR1D2, OR1G1 |
| E | Difficult family or no structure, no drug | 36 | WNT4, HNRNPA3P1, FOXP2, TFAP2D, TLR10, IL33, KLF3, MOAP1, SYNE1, CDH20 (+26 more) |
Undrugged target profiles
48 cohort genes are undrugged. Ranked by ‘starting-point quality’ (assay depth + drugged-partner adjacency).
| Symbol | ChEMBL assays | Drugged partners (top 3) |
|---|---|---|
| CCDC170 | 0 | ESR1 |
| GREB1 | 0 | ESR1 |
| C2 | 4 | — |
| WNT4 | 0 | — |
| HNRNPA3P1 | 0 | — |
| FOXP2 | 0 | — |
| CSMD1 | 0 | — |
| TFAP2D | 0 | — |
| TLR10 | 0 | — |
| IL33 | 1 | — |
| KLF3 | 0 | — |
| MOAP1 | 0 | — |
| CAPN14 | 0 | — |
| SORCS1 | 0 | — |
| SYNE1 | 0 | — |
| CDH20 | 0 | — |
| RHOU | 0 | — |
| CDKN2A | 2 | — |
| CDKN2B | 0 | — |
| VEZT | 0 | — |
| KSR2 | 28 | — |
| C14orf132 | 0 | — |
| RNF144B | 0 | — |
| CHLSN | 1 | — |
| NAALADL2 | 0 | — |
| ETAA1 | 0 | — |
| RBM43 | 0 | — |
| PARP1P2 | 0 | — |
| DEFA1 | 2 | — |
| FAM163A | 0 | — |
Clinical trials & evidence
Clinical trials
Clinical trials: 705.
Phase distribution (across all retrieved trials)
| Phase | Trials |
|---|---|
| Not specified | 493 |
| PHASE2 | 78 |
| PHASE3 | 47 |
| PHASE4 | 38 |
| PHASE1 | 22 |
| PHASE1/PHASE2 | 10 |
| EARLY_PHASE1 | 9 |
| PHASE2/PHASE3 | 8 |
Top trials by phase / activity
| NCT | Phase | Status | Title |
|---|---|---|---|
| NCT04554693 | PHASE4 | ACTIVE_NOT_RECRUITING | The Use of Low Dose Metronidazole to Decrease Postoperative Pain After Endometriosis Surgery |
| NCT05059626 | PHASE4 | RECRUITING | Endometriosis and Microvascular Dysfunction; Simvastatin and Duavee |
| NCT05962034 | PHASE4 | RECRUITING | Thromboxane Function in Women With Endometriosis |
| NCT06523530 | PHASE4 | RECRUITING | Effect of a GnRH Analog on Hepatic Steatosis |
| NCT06543550 | PHASE4 | RECRUITING | Comparison Between the Effects of Implantable Gestrinone and Oral Dienogest in the Treatment of Endometriosis |
| NCT06577233 | PHASE4 | RECRUITING | Superior Hypogastric Nerve Plexus Block With Bupivacaine After Robotic Resection of Endometriosis |
| NCT06951802 | PHASE4 | RECRUITING | Endometriosis and Pain Treatment by Intraoperative Administration of Low-dose Ketamine |
| NCT07144904 | PHASE4 | NOT_YET_RECRUITING | Assessing the Efficacy of Indocyanine Green for Ureter Identification During Robot-Assisted Surgery in Advanced-Stage Endometriosis |
| NCT07532876 | PHASE4 | ENROLLING_BY_INVITATION | Comparison of Elagolix and OCPs in Reducing Endometriosis Associated Pelvic Pain |
| NCT00286351 | PHASE4 | COMPLETED | Use of Arimidex and Zoladex as Pretreatment to IVF in Women With Ovarian Endometriosis |
| NCT00621179 | PHASE4 | COMPLETED | Endometrial Markers and Response of Endometriosis Patients to Prolonged GnRH Agonist Prior to IVF |
| NCT00625950 | PHASE4 | COMPLETED | Endometriosis Patients Undergoing Quinagolide Treatment |
| NCT00654524 | PHASE4 | UNKNOWN | Randomized Study of Gonadotropin-releasing-hormone Agonist (GnRH-a) or Expectant Management for Endometriosis |
| NCT00735852 | PHASE4 | COMPLETED | Decapeptyl SR With Livial Add Back Therapy in the Management of Chronic Cyclical Pelvic Pain in Pre Menopausal Women |
| NCT00844012 | PHASE4 | UNKNOWN | Continuous Postoperative Use of Low-Dose Combined Oral Contraceptivesfor for Endometriosis-Related Chronic Pelvic Pain |
| NCT01056042 | PHASE4 | COMPLETED | Efficacy of Injectable Contraceptive and Oral Contraceptive Administered After Surgical Treatment of Endometriosis With Pain |
| NCT01581359 | PHASE4 | COMPLETED | The Effect of Pre-treatment With GnRH Analogues Prior in Vitro Fertilization in Patients With Endometriosis |
| NCT01682642 | PHASE4 | COMPLETED | The Influence of Adjuvant Medical Treatment of Peritoneal Endometriosis on the Outcome of IVF. A Prospective Randomized Analysis. |
| NCT01769781 | PHASE4 | COMPLETED | Anastrazole Plus GnRH-agonist in the Treatment of Endometriosis Recurrence |
| NCT01779232 | PHASE4 | COMPLETED | Danazol Treatment in Endometriosis Women Before IVF |
| NCT02158845 | PHASE4 | COMPLETED | Levonorgestrel-releasing Intrauterine System in Patients With Endometriosis |
| NCT02165917 | PHASE4 | UNKNOWN | Study to Compare Peritoneal Ablation by Excision Only and Excision With the Use of an Adhesion Barrier |
| NCT02213081 | PHASE4 | COMPLETED | Ulipristal for Endometriosis-related Pelvic Pain |
| NCT02214550 | PHASE4 | COMPLETED | Chronic Pain Risk Associated With Menstrual Period Pain |
| NCT02385448 | PHASE4 | UNKNOWN | Comparing the Use of Dienogest and Combined Oral Contraceptive Pills (Microgynon) to Reduce the Risk of Recurrence of Endometriotic Cyst After Conservative Surgery |
| NCT02387931 | PHASE4 | COMPLETED | Supplementation in Adolescent Girls With Endometriosis |
| NCT02393482 | PHASE4 | UNKNOWN | Psychological Impact of Amenorrhea in Women With Endometriosis |
| NCT02427386 | PHASE4 | COMPLETED | Homeopathic Treatment of Chronic Pelvic Pain in Women With Endometriosis |
| NCT02475564 | PHASE4 | COMPLETED | Resveratrol for Pain Due to Endometriosis |
| NCT02480647 | PHASE4 | COMPLETED | Clinical Trial the Use of Levonorgestrel-releasing Intrauterine System Versus Etonogestrel Implant in Endometriosis |
| NCT02534688 | PHASE4 | COMPLETED | Effectiveness of Levonorgestrel-intrauterine System (LNG-IUS) Versus Depot Medroxyprogesterone Acetate (DMPA) in Treatment of Pelvic Pain in Clinically Diagnosed Endometriotic Patients |
| NCT02812186 | PHASE4 | COMPLETED | Deep Versus Moderate Neuromuscular Blockade During Laparoscopic Surgery |
| NCT04218487 | PHASE4 | UNKNOWN | Xuefu-Zhuyu Capsule for the Treatment of Qizhi Xueyu Zheng (Qi Stagnation and Blood Stasis Syndrome) |
| NCT04942015 | PHASE4 | UNKNOWN | Honghuaruyi Wan for Endometriosis Dysmenorrhea |
| NCT05013242 | PHASE4 | UNKNOWN | Goserline Acetate VS Dienogest in Endometriosi |
| NCT05331053 | PHASE4 | TERMINATED | MicroRNA Activation of LOX-1 Mechanisms in Endometriosis |
| NCT05560230 | PHASE4 | COMPLETED | Intraoperative Clonidine for Postoperative Pain Management in Patients Undergoing Surgical Treatment for Endometriosis |
| NCT07182032 | PHASE4 | WITHDRAWN | Ketamine in Central Sensitization |
| NCT04333576 | PHASE3 | ACTIVE_NOT_RECRUITING | Study Of Oral Elagolix Tablets In Combination With Combined Oral Contraceptive Capsules/Tablets To Assess Dysmenorrhea Response In Adult Female Participants With Endometriosis And Associated Moderate To Severe Pain |
| NCT04356664 | PHASE2/PHASE3 | RECRUITING | Benefit of GnRH Agonist Before Frozen Embryo Transfer in Patients With Endometriosis and/or Adenomyosis |
Drugs tested across these trials (top 30)
| Molecule | Max phase | Trials referencing |
|---|---|---|
| ELAGOLIX | 4 | 36 |
| LEUPROLIDE | 4 | 19 |
| DIENOGEST | 4 | 16 |
| LINZAGOLIX | 4 | 10 |
| NORETHINDRONE ACETATE | 4 | 6 |
| TRIPTORELIN | 4 | 6 |
| NORETHINDRONE | 4 | 5 |
| RELUGOLIX | 4 | 5 |
| DANAZOL | 4 | 4 |
| LEVONORGESTREL | 4 | 4 |
| ROSIGLITAZONE | 4 | 4 |
| DYDROGESTERONE | 4 | 3 |
| CABERGOLINE | 4 | 2 |
| CLONIDINE | 4 | 2 |
| GONADORELIN ACETATE | 4 | 2 |
| GOSERELIN ACETATE | 4 | 2 |
| AFATINIB | 4 | 1 |
| ANASTROZOLE | 4 | 1 |
| ATOSIBAN | 4 | 1 |
| AXITINIB | 4 | 1 |
| BUPIVACAINE HYDROCHLORIDE | 4 | 1 |
| CETRORELIX | 4 | 1 |
| CETRORELIX ACETATE | 4 | 1 |
| CHOLECALCIFEROL | 4 | 1 |
| DEGARELIX | 4 | 1 |
| DESOGESTREL | 4 | 1 |
| DRONABINOL | 4 | 1 |
| ESKETAMINE HYDROCHLORIDE | 4 | 1 |
| ESTRADIOL | 4 | 1 |
| ETHINYL ESTRADIOL | 4 | 1 |
Related Atlas pages
- Cohort genes: TNF, C2, WNT4, FOXP2, CSMD1, TFAP2D, TLR10, IL33, KLF3, MOAP1, CAPN14, SORCS1, CDC73, SYNE1, CDH20, RHOU, CDKN2A, CDKN2B, VEZT, KSR2, C14orf132, CCDC170, RNF144B, CHLSN, NAALADL2, ETAA1, RBM43, GREB1, DEFA1, FAM163A, ZBTB40, EMX2, CDKN2B-AS1, ESR1, FSHB, ALCAM, HLA-DRA, ID4, IGF1R, IL1A, IL1B, ITPK1, KDR, LAMC3, RND3, MAP3K4, RHOJ, MEIS1, NFE2L3, OR1D2, OR1G1, PDE1C, PTPRD
- Drugs: Elagolix, Leuprolide, Dienogest, Linzagolix, Norethindrone Acetate, Triptorelin, Norethindrone, Relugolix, Danazol, Levonorgestrel, Rosiglitazone, Dydrogesterone, Cabergoline, Clonidine, Gonadorelin Acetate, Goserelin Acetate, Afatinib, Anastrozole, Atosiban, Axitinib, Bupivacaine, Cetrorelix, Cholecalciferol, Degarelix, Desogestrel, Dronabinol, Esketamine, Estradiol, Ethinyl Estradiol