Summary
Differentiated thyroid carcinoma (MONDO:0015447) is a cancer with 10 cohort genes (32 GWAS associations across 5 studies; 3 CIViC-evidence somatic drivers) and 97 clinical trials. Top therapeutic interventions include sunitinib, cabozantinib, and lenvatinib.
At a glance
- Classification: Cancer
- Prevalence: 1-9 / 100 000 (Worldwide) [Orphanet-validated]
- Cohort genes: 10
- GWAS associations: 32
- Clinical trials: 97
Clinical features
Epidemiology
Prevalence records
2 prevalence record(s), Orphanet:
| Type | Class | Value | Geography | Validation |
|---|
| Annual incidence | 1-9 / 100 000 | 5.25 | Worldwide | Validated |
| Annual incidence | 1-9 / 100 000 | 2 | Europe | Validated |
Identifiers
Disease identifiers
| Field | Value |
|---|
| Canonical name | differentiated thyroid carcinoma |
| Mondo ID | MONDO:0015447 |
| EFO | EFO:1002017 |
| Orphanet | 146 |
| DOID | DOID:0080525 |
| NCIT | C7153 |
| UMLS | C1337013 |
| MedGen | 277876 |
| GARD | 0012027 |
| Is cancer (heuristic) | yes |
Also known as: differentiated thyroid cancer · differentiated thyroid carcinoma · differentiated thyroid gland cancer · differentiated thyroid gland carcinoma · papillary or follicular thyroid carcinoma · thyroid gland differentiated carcinoma · thyroid gland well differentiated carcinoma · well differentiated thyroid carcinoma · well differentiated thyroid gland carcinoma · well-differentiated thyroid cancer · well-differentiated thyroid carcinoma
Data availability: 32 GWAS associations (5 studies) · 62 cell lines · 42 intOGen driver records.
Disease family
An umbrella term covering 3 Mondo subtypes.
Classification path: disease › human disease › disease by etiologic mechanism › cancer or benign tumor › neoplastic disease or syndrome › neoplasm › endocrine gland neoplasm › thyroid tumor › thyroid cancer › thyroid gland carcinoma › differentiated thyroid carcinoma
Related subtypes (10): thyroid gland spindle cell tumor with thymus-like differentiation, thyroid gland squamous cell carcinoma, thyroid gland undifferentiated (anaplastic) carcinoma, familial nonmedullary thyroid carcinoma, multiple endocrine neoplasia type 2, thyroid gland adenocarcinoma, intrathyroid thymic carcinoma, thyroid gland cribriform morular carcinoma, thyroid gland mixed medullary and follicular cell-derived carcinoma, thyroid gland mucinous carcinoma
Subtypes (3): thyroid gland follicular carcinoma, thyroid gland papillary carcinoma, familial papillary or follicular thyroid carcinoma
Genetics & variants
GWAS landscape
32 GWAS associations across 5 studies. Top hits map to 23 distinct genes (as reported by GWAS).
Top associations by p-value
| rsID | p-value | Gene | Risk allele | Odds ratio |
|---|
| rs1588635 | 2e-21 | PTCSC2 | C | 0.61 |
| rs368187 | 4e-13 | LINC00609 | G | 1.47 |
| rs6996585 | 1e-10 | NRG1 | G | 1.39 |
| rs11693806 | 1e-10 | DIRC3 | G | 0.7 |
| rs116909374 | 2e-10 | LINC00609 - MBIP | C | 0.43 |
| rs17767383 | 2e-09 | MAFTRR, LINC01229 | A | 1.23 |
| rs12990503 | 4e-09 | DIRC3 | G | 1.34 |
| rs11175834 | 4e-08 | LINC02454, MSRB3-AS1 | T | 1.37 |
| rs4649295 | 6e-08 | PCNX2 | T | 1.43 |
| rs4915076 | 8e-08 | VAV3 | T | 1.33 |
| rs34081947 | 1e-07 | LINC00609 | T | 1.27 |
| rs1874564 | 2e-07 | SOWAHB - SEPTIN11 | G | 1.31 |
| rs200113618 | 2e-07 | ZNF208 | C | |
| rs2727572 | 2e-07 | PRKAG2 | T | |
| rs1358902 | 2e-07 | GRM1 - RAB32 | G | 2.02 |
| rs28390243 | 2e-07 | SPAG6 - PIP4K2A | A | 1.89 |
| rs9858271 | 7e-07 | CFAP20DC-DT | G | 1.26 |
| rs7211607 | 7e-07 | SKAP1 | T | 2.37 |
| rs334729 | 8e-07 | NFIA | G | 0.7 |
| rs10415826 | 9e-07 | ZNF257 | T | 1.22 |
| rs7726159 | 1e-06 | TERT | A | |
| rs3857927 | 1e-06 | KCNQ3 | T | |
| rs17020149 | 3e-06 | VAV3 | A | |
| rs1278519 | 4e-06 | FAF1-AS1 | C | |
| rs16950982 | 4e-06 | MAFTRR | G | |
| rs9399398 | 5e-06 | ADGRG6 | A | |
| rs12455644 | 6e-06 | RPL17P45 - KC6 | T | |
| rs7659026 | 6e-06 | STOX2 | C | |
| rs72753537 | 8e-06 | TRMO | C | 1.41 |
| rs56864313 | 8e-06 | SGCZ | G | |
Top studies (by case count)
| Study | Lead author | Year | Cases | Controls | Title |
|---|
| GCST012195 | Truong T | 2021 | 1,554 | 1,973 | Multiethnic genome-wide association study of differentiated thyroid cancer in the EPITHYR consortium. |
| GCST012197 | Truong T | 2021 | 1,554 | 1,973 | Multiethnic genome-wide association study of differentiated thyroid cancer in the EPITHYR consortium. |
| GCST004798 | Son HY | 2017 | 470 | 8,279 | Genome-wide association and expression quantitative trait loci studies identify multiple susceptibility loci for thyroid cancer. |
| GCST012196 | Truong T | 2021 | 301 | 0 | Multiethnic genome-wide association study of differentiated thyroid cancer in the EPITHYR consortium. |
| GCST90308589 | Zidane M | 2023 | 283 | 0 | Genetic factors for differentiated thyroid cancer in French Polynesia: new candidate loci. |
Variant details and genetic-evidence tiers
Tier distribution (top 50 variants)
| Tier | Variants |
|---|
| Tier 1: coding | 0 |
| Tier 2: splice/UTR | 0 |
| Tier 3: regulatory | 0 |
| Tier 4: intronic/intergenic | 31 |
MAF distribution
| Bucket | Variants |
|---|
| common (>=0.05) | 30 |
| low_freq (0.01-0.05) | 1 |
| rare (<0.01) | 0 |
| unknown | 0 |
Functional consequences
| Consequence | Count |
|---|
| intron_variant | 24 |
| non_coding_transcript_exon_variant | 3 |
| intergenic_variant | 3 |
| synonymous_variant | 1 |
Top variants
| rsID | Chr | Pos | Alleles | MAF | Consequence | Gene | p-value | Tier |
|---|
| rs1588635 | 9 | 97775520 | A>C,T | 0.45 | intron_variant | PTCSC2 | 2e-21 | Tier 4: intronic/intergenic |
| rs368187 | 14 | 36063370 | G>A,C,T | 0.37 | non_coding_transcript_exon_variant | LINC00609 | 4e-13 | Tier 4: intronic/intergenic |
| rs6996585 | 8 | 32543285 | A>G | 0.23 | intron_variant | NRG1 | 1e-10 | Tier 4: intronic/intergenic |
| rs11693806 | 2 | 217427435 | C>A,G,T | 0.34 | non_coding_transcript_exon_variant | DIRC3 | 1e-10 | Tier 4: intronic/intergenic |
| rs116909374 | 14 | 36269155 | C>T | 0.06 | non_coding_transcript_exon_variant | LINC00609 - MBIP | 2e-10 | Tier 4: intronic/intergenic |
| rs17767383 | 16 | 79710504 | G>A,C,T | 0.32 | intron_variant | MAFTRR, LINC01229 | 2e-09 | Tier 4: intronic/intergenic |
| rs12990503 | 2 | 217429494 | C>A,G | 0.37 | intron_variant | DIRC3 | 4e-09 | Tier 4: intronic/intergenic |
| rs11175834 | 12 | 65598856 | C>T | 0.15 | intron_variant | LINC02454, MSRB3-AS1 | 4e-08 | Tier 4: intronic/intergenic |
| rs4649295 | 1 | 233280792 | T>A,C,G | 0.18 | intron_variant | PCNX2 | 6e-08 | Tier 4: intronic/intergenic |
| rs4915076 | 1 | 107816883 | T>A,C | 0.3 | intron_variant | VAV3 | 8e-08 | Tier 4: intronic/intergenic |
| rs34081947 | 14 | 36090325 | C>T | 0.41 | intron_variant | LINC00609 | 1e-07 | Tier 4: intronic/intergenic |
| rs1874564 | 4 | 76936952 | G>A | 0.31 | intron_variant | SOWAHB - SEPTIN11 | 2e-07 | Tier 4: intronic/intergenic |
| rs200113618 | 19 | 21974056 | T>A,C,G | 0.04 | synonymous_variant | ZNF208 | 2e-07 | Tier 4: intronic/intergenic |
| rs2727572 | 7 | 151601160 | C>G,T | 0.45 | intron_variant | PRKAG2 | 2e-07 | Tier 4: intronic/intergenic |
| rs1358902 | 6 | 146507786 | A>G | 0.25 | intergenic_variant | GRM1 - RAB32 | 2e-07 | Tier 4: intronic/intergenic |
| rs28390243 | 10 | 22503563 | C>A,T | 0.33 | intergenic_variant | SPAG6 - PIP4K2A | 2e-07 | Tier 4: intronic/intergenic |
| rs9858271 | 3 | 59559604 | G>A | 0.43 | intron_variant | CFAP20DC-DT | 7e-07 | Tier 4: intronic/intergenic |
| rs7211607 | 17 | 48258937 | C>T | 0.12 | intron_variant | SKAP1 | 7e-07 | Tier 4: intronic/intergenic |
| rs334729 | 1 | 61142801 | C>G,T | 0.05 | intron_variant | NFIA | 8e-07 | Tier 4: intronic/intergenic |
| rs10415826 | 19 | 22065515 | A>T | 0.2 | intron_variant | ZNF257 | 9e-07 | Tier 4: intronic/intergenic |
| rs7726159 | 5 | 1282204 | C>A | 0.39 | intron_variant | TERT | 1e-06 | Tier 4: intronic/intergenic |
| rs3857927 | 8 | 132454646 | G>A,T | 0.06 | intron_variant | KCNQ3 | 1e-06 | Tier 4: intronic/intergenic |
| rs17020149 | 1 | 107832667 | G>A,C | 0.08 | intron_variant | VAV3 | 3e-06 | Tier 4: intronic/intergenic |
| rs1278519 | 1 | 50431670 | A>C,G | 0.48 | intron_variant | FAF1-AS1 | 4e-06 | Tier 4: intronic/intergenic |
| rs16950982 | 16 | 79668474 | A>C,G | 0.37 | intron_variant | MAFTRR | 4e-06 | Tier 4: intronic/intergenic |
| rs9399398 | 6 | 142306362 | G>A,C | 0.11 | intron_variant | ADGRG6 | 5e-06 | Tier 4: intronic/intergenic |
| rs12455644 | 18 | 40316632 | T>G | 0.1 | intergenic_variant | RPL17P45 - KC6 | 6e-06 | Tier 4: intronic/intergenic |
| rs7659026 | 4 | 183807529 | C>G,T | 0.4 | intron_variant | STOX2 | 6e-06 | Tier 4: intronic/intergenic |
| rs72753537 | 9 | 97898464 | T>A,C | 0.07 | intron_variant | TRMO | 8e-06 | Tier 4: intronic/intergenic |
| rs56864313 | 8 | 15055280 | A>G,T | 0.15 | intron_variant | SGCZ | 8e-06 | Tier 4: intronic/intergenic |
Genes & proteins
Mendelian disease overlap and somatic drivers
GenCC: 0 · Orphanet: 14 · OMIM-shared: 0 · Dual-evidence (GWAS+Mendelian): 3
Dual-evidence genes (GWAS + Mendelian — highest-confidence targets)
| Gene | HGNC | Evidence routes |
|---|
| NKX2-1 | NKX2-1 | GWAS, Orphanet |
| DIRC3 | DIRC3 | GWAS, Orphanet |
| FOXE1 | FOXE1 | GWAS, Orphanet |
Somatic driver evidence (intOGen + CIViC, cohort fanout)
| Gene | intOGen role | Cancer types | CIViC |
|---|
| NKX2-1 | LoF | LGGNOS | CIViC #80 |
| FHIT | Act | DLBCLNOS | CIViC #1893 |
| NRG1 | Act | ESCA,PRCC,STAD | CIViC #2593 |
Orphanet rare-disease linkage (cohort genes)
| Gene | Orphanet ID | Rare disease |
|---|
| NKX2-1 | Orphanet:1429 | Benign hereditary chorea |
| NKX2-1 | Orphanet:146 | Differentiated thyroid carcinoma |
| NKX2-1 | Orphanet:209905 | Brain-lung-thyroid syndrome |
| NKX2-1 | Orphanet:95713 | Athyreosis |
| DIRC3 | Orphanet:146 | Differentiated thyroid carcinoma |
| DIRC3 | Orphanet:422526 | Hereditary clear cell renal cell carcinoma |
| STN1 | Orphanet:2032 | Idiopathic pulmonary fibrosis |
| STN1 | Orphanet:313838 | Coats plus syndrome |
| MSRB3 | Orphanet:90636 | Rare autosomal recessive non-syndromic sensorineural deafness type DFNB |
| FHIT | Orphanet:422526 | Hereditary clear cell renal cell carcinoma |
| FOXE1 | Orphanet:1226 | Bamforth-Lazarus syndrome |
| FOXE1 | Orphanet:146 | Differentiated thyroid carcinoma |
| FOXE1 | Orphanet:319487 | Familial papillary or follicular thyroid carcinoma |
| FOXE1 | Orphanet:95713 | Athyreosis |
Cohort genes → proteins
10 cohort genes, 9 distinct canonical proteins.
Evidence partition
Cohort genes (full)
| Symbol | HGNC | Ensembl | UniProt | Name | Evidence |
|---|
| NKX2-1 | HGNC:11825 | ENSG00000136352 | P43699 | Homeobox protein Nkx-2.1 | gwas |
| VAV3 | HGNC:12659 | ENSG00000134215 | Q9UKW4 | Guanine nucleotide exchange factor VAV3 | gwas |
| DIRC3 | HGNC:17805 | ENSG00000231672 | | disrupted in renal carcinoma 3 | gwas |
| SEPTIN11 | HGNC:25589 | ENSG00000138758 | Q9NVA2 | Septin-11 | gwas |
| STN1 | HGNC:26200 | ENSG00000107960 | Q9H668 | CST complex subunit STN1 | gwas |
| MSRB3 | HGNC:27375 | ENSG00000174099 | Q8IXL7 | Methionine-R-sulfoxide reductase B3 | gwas |
| FHIT | HGNC:3701 | ENSG00000189283 | P49789 | Bis(5’-adenosyl)-triphosphatase | gwas |
| FOXE1 | HGNC:3806 | ENSG00000178919 | O00358 | Forkhead box protein E1 | gwas |
| NRG1 | HGNC:7997 | ENSG00000157168 | Q02297 | Pro-neuregulin-1, membrane-bound isoform | gwas |
| PCNX2 | HGNC:8736 | ENSG00000135749 | A6NKB5 | Pecanex-like protein 2 | gwas |
Cohort function summary
Lead sentence per gene, UniProt-curated.
| Symbol | Protein name | Function (lead sentence) |
|---|
| NKX2-1 | Homeobox protein Nkx-2.1 | Transcription factor that binds and activates the promoter of thyroid specific genes such as thyroglobulin, thyroperoxidase, and thyrotropin receptor. |
| VAV3 | Guanine nucleotide exchange factor VAV3 | Exchange factor for GTP-binding proteins RhoA, RhoG and, to a lesser extent, Rac1. |
| SEPTIN11 | Septin-11 | Filament-forming cytoskeletal GTPase. |
| STN1 | CST complex subunit STN1 | Component of the CST complex proposed to act as a specialized replication factor promoting DNA replication under conditions of replication stress or natural replication barriers such as the telomere duplex. |
| MSRB3 | Methionine-R-sulfoxide reductase B3 | Catalyzes the reduction of free and protein-bound methionine sulfoxide to methionine. |
| FHIT | Bis(5’-adenosyl)-triphosphatase | Possesses dinucleoside triphosphate hydrolase activity. |
| FOXE1 | Forkhead box protein E1 | Transcription factor that binds consensus sites on a variety of gene promoters and activate their transcription. |
| NRG1 | Pro-neuregulin-1, membrane-bound isoform | Direct ligand for ERBB3 and ERBB4 tyrosine kinase receptors. |
| PCNX2 | Pecanex-like protein 2 | May play a role in tumorigenesis of colorectal carcinomas with high microsatellite instability (MSI-H). |
Protein-family classification
Druggable: 3 · Difficult: 3 · Unknown: 4 · Druggable fraction: 0.3
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 |
|---|
| Antibody/Immunoglobulin | 1 | 2.9× | 0.561 |
| Enzyme (other) | 2 | 2.4× | 0.561 |
| Scaffold/PPI | 1 | 1.7× | 0.561 |
| Transcription factor | 2 | 1.6× | 0.561 |
| Other/Unknown | 4 | 0.7× | 0.907 |
Per-gene assignment
| Symbol | Family | Druggable? | EC | InterPro (top 3) |
|---|
| NKX2-1 | Transcription factor | no | | HD, Homeodomain-like_sf, Homeobox_CS |
| VAV3 | Scaffold/PPI | no | | DH_dom, SH2, GDS_CDC24_CS |
| DIRC3 | Other/Unknown | no | | |
| SEPTIN11 | Other/Unknown | no | | Septin, P-loop_NTPase, G_SEPTIN_dom |
| STN1 | Other/Unknown | no | | NA-bd_OB_tRNA, NA-bd_OB-fold, Stn1 |
| MSRB3 | Enzyme (other) | yes | 1.8.4.12 | Met_Sox_Rdtase_MsrB_dom, Mss4-like_sf, Met_Sox_Rdtase_MsrB |
| FHIT | Enzyme (other) | yes | 3.6.1.29 | HIT-like, Histidine_triad_CS, HIT-like_sf |
| FOXE1 | Transcription factor | no | | Fork_head_dom, TF_fork_head_CS_1, TF_fork_head_CS_2 |
| NRG1 | Antibody/Immunoglobulin | yes | | EGF, Neuregulin_C, Ig_sub2 |
| PCNX2 | Other/Unknown | no | | Pecanex_C, Pecanex |
Expression context
Cohort genes with no expression data: 0.
9 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) | 10 |
| unknown | 0 |
Top tissues across cohort
| Tissue | Cohort genes |
|---|
| left lobe of thyroid gland | 2 |
| right lobe of thyroid gland | 2 |
| thyroid gland | 2 |
| ganglionic eminence | 2 |
| ventricular zone | 2 |
| esophagus squamous epithelium | 1 |
| renal medulla | 1 |
| tongue squamous epithelium | 1 |
| layer of synovial tissue | 1 |
| male germ line stem cell (sensu Vertebrata) in testis | 1 |
| synovial joint | 1 |
| calcaneal tendon | 1 |
| esophagus mucosa | 1 |
| lower esophagus mucosa | 1 |
| oral cavity | 1 |
| cardiac muscle of right atrium | 1 |
| saphenous vein | 1 |
| urethra | 1 |
| left adrenal gland cortex | 1 |
| right adrenal gland | 1 |
Per-gene tissue summary (top 30)
| Symbol | Bgee breadth | FANTOM5 breadth | SCXA | Top tissues |
|---|
| NKX2-1 | 101 | broad | marker | right lobe of thyroid gland, left lobe of thyroid gland, thyroid gland |
| VAV3 | 258 | ubiquitous | marker | tongue squamous epithelium, renal medulla, esophagus squamous epithelium |
| DIRC3 | 161 | tissue_specific | yes | male germ line stem cell (sensu Vertebrata) in testis, layer of synovial tissue, synovial joint |
| SEPTIN11 | 299 | ubiquitous | marker | ventricular zone, ganglionic eminence, calcaneal tendon |
| STN1 | 284 | ubiquitous | marker | lower esophagus mucosa, oral cavity, esophagus mucosa |
| MSRB3 | 252 | ubiquitous | marker | saphenous vein, cardiac muscle of right atrium, urethra |
| FHIT | 188 | ubiquitous | marker | right adrenal gland, right adrenal gland cortex, left adrenal gland cortex |
| FOXE1 | 94 | tissue_specific | marker | right lobe of thyroid gland, left lobe of thyroid gland, thyroid gland |
| NRG1 | 209 | ubiquitous | marker | ventricular zone, ganglionic eminence, oocyte |
| PCNX2 | 266 | ubiquitous | marker | buccal mucosa cell, middle temporal gyrus, cerebellar vermis |
Protein interactions among cohort
Intra-cohort edges: 4.
Hub genes (top 10 by interactor count)
| Symbol | Interactor count |
|---|
| NKX2-1 | 2,403 |
| MSRB3 | 1,893 |
| STN1 | 1,863 |
| FHIT | 1,690 |
| FOXE1 | 1,606 |
| VAV3 | 1,575 |
| SEPTIN11 | 1,226 |
| PCNX2 | 351 |
| NRG1 | 197 |
| DIRC3 | 0 |
Intra-cohort edges
| A | B | Sources |
|---|
| FOXE1 | NKX2-1 | string_interaction |
| FOXE1 | PCNX2 | string_interaction |
| PCNX2 | SEPTIN11 | string_interaction |
| PCNX2 | STN1 | string_interaction |
Structural data
PDB: 7 · AlphaFold-only: 2 · No structure: 1
Cohort genes with PDB structures (top 30)
| Symbol | UniProt | PDB entries |
|---|
| NRG1 | Q02297 | 11 |
| FHIT | P49789 | 9 |
| STN1 | Q9H668 | 8 |
| NKX2-1 | P43699 | 2 |
| MSRB3 | Q8IXL7 | 2 |
| VAV3 | Q9UKW4 | 1 |
| SEPTIN11 | Q9NVA2 | 1 |
AlphaFold-only cohort genes (top 30 by pLDDT)
| Symbol | UniProt | pLDDT |
|---|
| FOXE1 | O00358 | 62.02 |
| PCNX2 | A6NKB5 | 57.79 |
Function
Pathway analysis
Distinct Reactome pathways touched by cohort: 46. Enrichment computed across 10 evidence-associated genes (4 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 4 annotated cohort genes). Counts and members are kept as ground-truth; sorted by enrichment.
| Pathway | Cohort genes | Fold | FDR | Sample cohort genes |
|---|
| GRB7 events in ERBB2 signaling | 1 | 475.8× | 0.020 | NRG1 |
| Protein repair | 1 | 475.8× | 0.020 | MSRB3 |
| PI3K events in ERBB4 signaling | 1 | 259.6× | 0.020 | NRG1 |
| Downregulation of ERBB2:ERBB3 signaling | 1 | 203.9× | 0.020 | NRG1 |
| Telomere C-strand synthesis initiation | 1 | 203.9× | 0.020 | STN1 |
| ERBB2 Activates PTK6 Signaling | 1 | 203.9× | 0.020 | NRG1 |
| Telomere C-strand (Lagging Strand) Synthesis | 1 | 190.3× | 0.020 | STN1 |
| SHC1 events in ERBB4 signaling | 1 | 178.4× | 0.020 | NRG1 |
| ERBB2 Regulates Cell Motility | 1 | 178.4× | 0.020 | NRG1 |
| PI3K events in ERBB2 signaling | 1 | 167.9× | 0.020 | NRG1 |
| GRB2 events in ERBB2 signaling | 1 | 158.6× | 0.020 | NRG1 |
| Extension of Telomeres | 1 | 150.3× | 0.020 | STN1 |
| Azathioprine ADME | 1 | 124.1× | 0.020 | VAV3 |
| SHC1 events in ERBB2 signaling | 1 | 119.0× | 0.020 | NRG1 |
| Long-term potentiation | 1 | 119.0× | 0.020 | NRG1 |
| Signaling by ERBB2 TMD/JMD mutants | 1 | 119.0× | 0.020 | NRG1 |
| Polymerase switching on the C-strand of the telomere | 1 | 105.7× | 0.020 | STN1 |
| Signaling by ERBB2 KD Mutants | 1 | 105.7× | 0.020 | NRG1 |
| VEGFR2 mediated vascular permeability | 1 | 102.0× | 0.020 | VAV3 |
| Downregulation of ERBB2 signaling | 1 | 95.2× | 0.020 | NRG1 |
| Telomere Maintenance | 1 | 92.1× | 0.020 | STN1 |
| DAP12 signaling | 1 | 92.1× | 0.020 | VAV3 |
| FCERI mediated Ca+2 mobilization | 1 | 89.2× | 0.020 | VAV3 |
| Signaling by ERBB2 | 1 | 86.5× | 0.020 | NRG1 |
| Nuclear signaling by ERBB4 | 1 | 86.5× | 0.020 | NRG1 |
| FCERI mediated MAPK activation | 1 | 86.5× | 0.020 | VAV3 |
| GPVI-mediated activation cascade | 1 | 77.2× | 0.022 | VAV3 |
| Signaling by ERBB4 | 1 | 68.0× | 0.024 | NRG1 |
| EPH-ephrin mediated repulsion of cells | 1 | 54.9× | 0.029 | VAV3 |
| Chromosome Maintenance | 1 | 52.9× | 0.029 | STN1 |
GO biological processes by enrichment
Over-representation of cohort genes vs the genome-wide background (hypergeometric test, Benjamini-Hochberg FDR; fold = observed/expected over 8 annotated cohort genes). Counts and members are kept as ground-truth; sorted by enrichment.
| GO term | Cohort genes | Fold | FDR | Sample cohort genes |
|---|
| thyroid gland development | 2 | 135.9× | 0.010 | NKX2-1, FOXE1 |
| diadenosine triphosphate catabolic process | 1 | 2106.5× | 0.015 | FHIT |
| developmental induction | 1 | 1053.2× | 0.015 | NKX2-1 |
| ERBB3 signaling pathway | 1 | 1053.2× | 0.015 | NRG1 |
| positive regulation of peptidyl-tyrosine autophosphorylation | 1 | 1053.2× | 0.015 | NRG1 |
| purine nucleotide metabolic process | 1 | 702.2× | 0.015 | FHIT |
| cerebral cortex GABAergic interneuron differentiation | 1 | 702.2× | 0.015 | NKX2-1 |
| chordate pharynx development | 1 | 702.2× | 0.015 | FOXE1 |
| embryonic organ morphogenesis | 1 | 526.6× | 0.015 | FOXE1 |
| globus pallidus development | 1 | 421.3× | 0.015 | NKX2-1 |
| forebrain neuron fate commitment | 1 | 421.3× | 0.015 | NKX2-1 |
| ERBB signaling pathway | 1 | 421.3× | 0.015 | NRG1 |
| negative regulation of secretion | 1 | 421.3× | 0.015 | NRG1 |
| soft palate development | 1 | 421.3× | 0.015 | FOXE1 |
| club cell differentiation | 1 | 421.3× | 0.015 | NKX2-1 |
| protein repair | 1 | 351.1× | 0.015 | MSRB3 |
| ERBB4 signaling pathway | 1 | 351.1× | 0.015 | NRG1 |
| ERBB2-ERBB4 signaling pathway | 1 | 351.1× | 0.015 | NRG1 |
| positive regulation of striated muscle cell differentiation | 1 | 351.1× | 0.015 | NRG1 |
| endocardial cell differentiation | 1 | 351.1× | 0.015 | NRG1 |
| ERBB4-ERBB4 signaling pathway | 1 | 300.9× | 0.015 | NRG1 |
| ventricular cardiac muscle cell differentiation | 1 | 300.9× | 0.015 | NRG1 |
| forebrain dorsal/ventral pattern formation | 1 | 263.3× | 0.015 | NKX2-1 |
| lung saccule development | 1 | 263.3× | 0.015 | NKX2-1 |
| type II pneumocyte differentiation | 1 | 263.3× | 0.015 | NKX2-1 |
| immune response-regulating cell surface receptor signaling pathway | 1 | 234.1× | 0.015 | VAV3 |
| telomere maintenance via telomere lengthening | 1 | 234.1× | 0.015 | STN1 |
| activation of protein kinase B activity | 1 | 234.1× | 0.015 | NRG1 |
| ERBB2 signaling pathway | 1 | 234.1× | 0.015 | NRG1 |
| anatomical structure formation involved in morphogenesis | 1 | 234.1× | 0.015 | NKX2-1 |
Therapeutics
Drugs indicated for this disease
No approved or late-stage (phase ≥3) drug is indicated for this disease; the following are in earlier-phase trials only.
Earlier-phase candidates (phase 2, investigational — efficacy not yet established): Cisplatin, Lithium Carbonate.
Drug target analysis
Approved (phase 4): 0 · Phase ≥3: 1 · Phased (≥1): 2 · Undrugged: 8
Druggability breadth: 2 of 10 evidence-associated genes (20%) have a ChEMBL target (buckets above are over the deeply-mined display cohort).
Top cohort targets by molecule count
| Symbol | Molecules | Max phase |
|---|
| MSRB3 | 1 | 2 |
| FHIT | 1 | 3 |
| NKX2-1 | 0 | 0 |
| VAV3 | 0 | 0 |
| DIRC3 | 0 | 0 |
| SEPTIN11 | 0 | 0 |
| STN1 | 0 | 0 |
| FOXE1 | 0 | 0 |
| NRG1 | 0 | 0 |
| PCNX2 | 0 | 0 |
Drugs targeting cohort genes (top 30)
| Molecule | Max phase | Targets in cohort |
|---|
| SURAMIN | 3 | FHIT |
| MOLIBRESIB | 2 | MSRB3 |
Bioactivity and enzyme data
Enzyme cohort genes (≥1 EC): 2.
Cohort genes with ChEMBL bioactivity (full, sorted by assay count)
| Symbol | Assays | Type breakdown |
|---|
| FHIT | 21 | Binding:19, ADMET:2 |
| MSRB3 | 7 | Binding:6, ADMET:1 |
Cohort enzymes (BRENDA EC)
| Symbol | EC numbers | Names |
|---|
| MSRB3 | 1.8.4.12, 1.8.4.B3 | peptide-methionine (R)-S-oxide reductase, |
| FHIT | 3.6.1.29 | bis(5’-adenosyl)-triphosphatase |
Pharmacogenomics
Cohort genes with a PharmGKB record: 10; with CPIC/DPWG dosing guidelines: 0.
No cohort gene has a CPIC/DPWG genotype-guided dosing guideline (PharmGKB).
Drug repurposing candidates
2 approved/phased drugs hit cohort targets but don’t yet appear in disease-level clinical trials. Target-inhibition rationale is strongest for cancer driver genes; a bioactivity hit is a screening signal, not a treatment claim.
| Compound | Max phase | Cohort target (bioactivity) |
|---|
| SURAMIN | 3 | FHIT |
| MOLIBRESIB | 2 | MSRB3 |
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 | MSRB3, FHIT |
| C | Druggable family + PDB, no drug | 1 | NRG1 |
| D | Druggable family + AlphaFold only, no drug | 0 | |
| E | Difficult family or no structure, no drug | 7 | NKX2-1, VAV3, DIRC3, SEPTIN11, STN1, FOXE1, PCNX2 |
Undrugged target profiles
8 cohort genes are undrugged. Ranked by ‘starting-point quality’ (assay depth + drugged-partner adjacency).
| Symbol | ChEMBL assays | Drugged partners (top 3) |
|---|
| NKX2-1 | 0 | — |
| VAV3 | 0 | — |
| DIRC3 | 0 | — |
| SEPTIN11 | 0 | — |
| STN1 | 0 | — |
| FOXE1 | 0 | — |
| NRG1 | 0 | — |
| PCNX2 | 0 | — |
Clinical trials & evidence
Clinical trials
Clinical trials: 97.
Phase distribution (across all retrieved trials)
| Phase | Trials |
|---|
| Not specified | 45 |
| PHASE2 | 29 |
| PHASE3 | 11 |
| PHASE1/PHASE2 | 6 |
| PHASE1 | 5 |
| PHASE2/PHASE3 | 1 |
Top trials by phase / activity
| NCT | Phase | Status | Title |
|---|
| NCT03690388 | PHASE3 | ACTIVE_NOT_RECRUITING | A Study of Cabozantinib Compared With Placebo in Subjects With Radioiodine-refractory Differentiated Thyroid Cancer Who Have Progressed After Prior Vascular Endothelial Growth Factor Receptor (VEGFR) -Targeted Therapy |
| NCT04940052 | PHASE3 | ACTIVE_NOT_RECRUITING | Study of Efficacy and Safety of Dabrafenib in Combination With Trametinib in Previously Treated Patients With Metastatic, Radio-active Iodine Refractory BRAF V600E Mutation Positive Differentiated Thyroid Cancer |
| NCT06475989 | PHASE3 | RECRUITING | Study of Targeted Therapy vs. Chemotherapy in Patients With Thyroid Cancer |
| NCT00295763 | PHASE3 | COMPLETED | A New Study to Follow-up Thyroid Cancer Patients Who Participated in a Previous Study, Which Compared the Success of Destruction of the Thyroid Remnant Using Standard Treatment or Thyrogen. |
| NCT01843062 | PHASE3 | TERMINATED | Comparing Complete Remission After Treatment With Selumetinib/Placebo in Patient With Differentiated Thyroid Cancer |
| NCT01876784 | PHASE3 | COMPLETED | Evaluation of Efficacy, Safety of Vandetanib in Patients With Differentiated Thyroid Cancer |
| NCT02586337 | PHASE2/PHASE3 | UNKNOWN | Study of Anlotinib in Patients With Differentiated Thyroid Cancer(ALTER01032) |
| NCT02966093 | PHASE3 | COMPLETED | A Trial of Lenvatinib (E7080) in Radioiodine (131 I)-Refractory Differentiated Thyroid Cancer in China |
| NCT03048877 | PHASE3 | UNKNOWN | Efficacy of Apatinib in Radioactive Iodine-refractory Differentiated Thyroid Cancer |
| NCT03602495 | PHASE3 | TERMINATED | A Phase 3 Study of Donafenib in Patients With Radioiodine-refractory Differentiated Thyroid Cancer |
| NCT04964284 | PHASE3 | UNKNOWN | Efficacy and Safety Study of rhTSH for Adjuvant Radioiodine Ablation Therapy in Patients With Differentiated Thyroid Cancer |
| NCT04971473 | PHASE3 | COMPLETED | Comparison of the Efficacy and Safety of rhTSH as An Adjunctive Diagnostic Tool in Differentiated Thyroid Cancer Patients Who Had Been Thyroidectomized Vs. Patients Who After Thyroid Hormone Withdrawal |
| NCT03914300 | PHASE2 | ACTIVE_NOT_RECRUITING | Testing the Combination of Cabozantinib, Nivolumab, and Ipilimumab (CaboNivoIpi) for Advanced Differentiated Thyroid Cancer |
| NCT04061980 | PHASE2 | ACTIVE_NOT_RECRUITING | Encorafenib and Binimetinib With or Without Nivolumab in Treating Patients With Metastatic Radioiodine Refractory BRAF V600 Mutant Thyroid Cancer |
| NCT04321954 | PHASE2 | ACTIVE_NOT_RECRUITING | Lenvatinib in Locally Advanced Invasive Thyroid Cancer |
| NCT05783323 | PHASE2 | RECRUITING | Larotrectinib to Enhance RAI Avidity in Differentiated Thyroid Cancer |
| NCT05852223 | PHASE2 | RECRUITING | Pembrolizumab in High-risk Thyroid Cancer |
| NCT05989425 | PHASE2 | RECRUITING | Surufatinib as Neoadjuvant Treatment for Locally Advanced or Metastatic Differentiated Thyroid Cancer |
| NCT06235216 | PHASE2 | RECRUITING | Sacituzumab govitEcan in THYroid Cancers |
| NCT06359847 | PHASE2 | RECRUITING | Study of ST-1898 in Locally Advanced or Metastatic Radioiodine-Refractory Differentiated Thyroid Cancer |
| NCT06458036 | PHASE2 | RECRUITING | Selpercatinib Pre-RAI in Patients With RET Fusion Thyroid Cancer (RAISE) |
| NCT06790589 | PHASE2 | NOT_YET_RECRUITING | COACH - Comparing Two Different Methods to Suppress Thyrotropin in Patients With Advanced Thyroid Cancer |
| NCT06848920 | PHASE2 | NOT_YET_RECRUITING | Study of Sinibolimab Combined with Lenvatinib As Neoadjuvant Therapy for Locally Advanced Unresectable Differentiated Thyroid Carcinoma |
| NCT06959641 | PHASE2 | RECRUITING | XL092 for the Treatment of Locally Advanced or Metastatic Radioiodine Refractory Differentiated Thyroid Cancer |
| NCT07453225 | PHASE1/PHASE2 | NOT_YET_RECRUITING | Empirical Radioactive Iodine Therapy in DTC |
| NCT00251316 | PHASE2 | COMPLETED | Effect of Lithium Carbonate on Low-Dose Radioiodine Therapy in Early Thyroid Cancer |
| NCT00381641 | PHASE2 | COMPLETED | Sunitinib Malate in Treating Patients With Thyroid Cancer That Did Not Respond to Iodine I 131 and Cannot Be Removed by Surgery |
| NCT00625846 | PHASE2 | COMPLETED | Pazopanib Hydrochloride in Treating Patients With Advanced Thyroid Cancer |
| NCT00654238 | PHASE2 | COMPLETED | Phase II Trial of Sorafenib (Nexavar) in Patients With Advanced Thyroid Cancer |
| NCT00668811 | PHASE2 | COMPLETED | Sutent Adjunctive Treatment of Differentiated Thyroid Cancer |
| NCT01208051 | PHASE1/PHASE2 | COMPLETED | Cediranib Maleate With or Without Lenalidomide for the Treatment of Thyroid Cancer |
| NCT01263951 | PHASE2 | UNKNOWN | Study of Everolimus and Sorafenib in Patients With Advanced Thyroid Cancer Who Progressed on Sorafenib Alone |
| NCT01788982 | PHASE2 | COMPLETED | Nintedanib(BIBF1120) in Thyroid Cancer |
| NCT02041260 | PHASE2 | UNKNOWN | A Phase II Trial of Cabozantinib for the Treatment of Radioiodine (RAI)-Refractory Differentiated Thyroid Carcinoma (DTC) in the First-line Setting |
| NCT02244463 | PHASE1/PHASE2 | COMPLETED | A Phase I/II Study of MLN0128 in Metastatic Anaplastic Thyroid Cancer and Incurably Poorly Differentiated or Radioidodine Refractory Differentiated Thyroid Cancer |
| NCT02432274 | PHASE1/PHASE2 | COMPLETED | Study of Lenvatinib in Children and Adolescents With Refractory or Relapsed Solid Malignancies and Young Adults With Osteosarcoma |
| NCT02870569 | PHASE2 | COMPLETED | Phase 2 Trial of Donafenib in 131I-Refractory Differentiated Thyroid Cancer |
| NCT02973997 | PHASE2 | COMPLETED | Lenvatinib and Pembrolizumab in Differentiated Thyroid Cancers (DTC) |
| NCT03002623 | PHASE2 | TERMINATED | CUDC-907 Treatment in People With Metastatic and Locally Advanced Thyroid Cancer |
| NCT03167385 | PHASE2 | UNKNOWN | Phase 2 Trial of Apatinib Mesylate in Locally Advanced/Metastatic Differentiated Thyroid Carcinoma |
Drugs tested across these trials (top 30)
- Cohort genes: NKX2-1, FHIT, NRG1, VAV3, DIRC3, SEPTIN11, STN1, MSRB3, FOXE1, PCNX2
- Drugs: Sunitinib, Cabozantinib, Lenvatinib, Dabrafenib, Sorafenib, Trametinib, Vandetanib, Atezolizumab, Binimetinib, Encorafenib, Larotrectinib, Levothyroxine, Liothyronine, Lithium Carbonate, Nintedanib, Pazopanib, Sacituzumab Govitecan, Selpercatinib, Selumetinib, Cediranib, Rivoceranib, Catequentinib, Iodine, Surufatinib, Zanzalintinib