Disease Briefing

Thyroid cancer: research and therapeutic landscape

A live synthesis of what is being targeted, what is being trialled, which datasets exist, and where the actionable gaps sit — assembled from public APIs, with every figure traceable to its source.

Generated 2026-09-12Sources Open Targets · ClinicalTrials.gov · openFDA · GEO · PubMed · Europe PMC · iCite · RePORTERRanked 228 studies · 7,338 GEO samples
Reading as
Reorders emphasis only — nothing is hidden or loaded on demand.

Answer block

12 genes recurrently implicated in thyroid cancer — BRAF, RET, NRAS, HRAS, TERT, TP53, NTRK1, ALK, PIK3CA, TSHR, SLC5A5, PAX8 — triaged for what can actually be aimed at them, alongside the trials, public datasets, literature and funding around the disease. Every figure below carries its source and retrieval date in the section it comes from.

19
drugs carry an FDA label naming thyroid cancer: Cabozantinib, Dabrafenib, Lenvatinib, Levothyroxine, Levothyroxine And Liothyronine, Levothyroxine Liothyronine and 13 more. This counts labels, not treatment — the disease is also treated with agents approved under broader indications
3
of the 12 genes above carry a drug that is approved in thyroid cancer itself — BRAF, RET, TSHR. Across all of them 110 drug entries reach these genes, 101 distinct once salt forms are merged
0
registered RET cell-therapy trials in thyroid cancer, 0 active. Counted from ClinicalTrials.gov across 5 synonyms, deduplicated by NCT id, interventional studies only — the query is published in the JSON beside this page so the number can be re-derived
5
targets carry an Open Targets tractability signal and have no clinical programme of any kind: NRAS, HRAS, TP53, SLC5A5, PAX8
390
human GEO series match the disease; 228 survive on-topic filtering, and only 8 are patient cohorts of 100+ samples
396
Europe PMC full-text papers name GSE33630 — the highest accession-mention count in the set. A mention is not proof of reanalysis, so read it as reach rather than reuse
$33.7M
NIH obligations in FY2025, up 20% since 2013 — while distinct core projects went 47 to 42. Larger awards rather than more distinct core projects; core projects are not the same unit as laboratories

Target landscape

Open Targets · retrieved 2026-09-12 · weekly

12 genes recurrently implicated in thyroid cancer, triaged for whether anything can actually be aimed at them. The zeros are the informative rows.

Of 12 recurrently implicated genes, 10 carry any drug at all. That is a statement about these 12 gene targets, not about the disease: Thyroid cancer does have labelled therapy — 19 drugs, listed in the next section.

Two different questions

The table below asks what can be aimed at 12 recurrently implicated genes. That is narrower than what is approved for the disease, and narrower again than what thyroid cancer is actually treated with, which includes agents approved under broader indications. All three are on this page and they are kept apart deliberately.

GeneDrugsApproval, and whether it reached this diseaseOpen Targets tractabilitycomputed from protein features and literature — a signal that a modality is worth trying, not evidence that it worksCell therapy here
BRAF across cancers → 16 6 approvedDabrafenib, Encorafenib, Regorafenib, Sorafenib, Tovorafenib, VemurafenibApproved in thyroid cancer: Dabrafenib, Sorafenib.24 active of 57 thyroid cancer trials antibody, protein degrader, small molecule
RET 14 10 approvedAlectinib, Lestaurtinib, Pralsetinib, Quizartinib, Regorafenib, Selpercatinib, Sorafenib, Sunitinib, Sunitinib Malate, VandetanibApproved in thyroid cancer: Pralsetinib, Selpercatinib, Sorafenib, Vandetanib.20 active of 69 thyroid cancer trials antibody, other clinical modality, protein degrader, small molecule
NRAS across cancers → 1 Phase 2SalirasibNo thyroid cancer trial of any of these drugs antibody, protein degrader, small molecule
HRAS 1 Phase 2SalirasibNo thyroid cancer trial of any of these drugs antibody, protein degrader, small molecule
TERT across cancers → 1 1 approvedImetelstatApproved in anemia, myelodysplastic syndrome. No thyroid cancer indication appears on these drugs’ labels.1 trials, none active antibody, other clinical modality, protein degrader, small molecule
TP53 across cancers → 8 Phase 3Alrizomadlin, Cenersen, Contusugene Ladenovec, Eprenetapopt, Idasanutlin, Navtemadlin, Siremadlin, TeprasiranNo thyroid cancer trial of any of these drugs other clinical modality, protein degrader, small molecule
NTRK1 across cancers → 16 6 approvedCenegermin, Entrectinib, Larotrectinib, Lestaurtinib, Regorafenib, RepotrectinibApproved in keratitis, eye disorder, non-small cell lung carcinoma and 4 other indications. No thyroid cancer indication appears on these drugs’ labels.10 active of 14 thyroid cancer trials antibody, other clinical modality, protein degrader, small molecule
ALK across cancers → 11 6 approvedAlectinib, Brigatinib, Ceritinib, Crizotinib, Entrectinib, LorlatinibApproved in non-small cell lung carcinoma, anaplastic large cell lymphoma. No thyroid cancer indication appears on these drugs’ labels.6 active of 10 thyroid cancer trials antibody, other clinical modality, protein degrader, small molecule
PIK3CA across cancers → 31 3 approvedAlpelisib, Copanlisib, InavolisibApproved in breast cancer, breast neoplasm, breast carcinoma and 3 other indications. No thyroid cancer indication appears on these drugs’ labels.4 active of 6 thyroid cancer trials antibody, protein degrader, small molecule
TSHR 2 2 approvedThyrotropin, Thyrotropin AlfaApproved in thyroid cancer: Thyrotropin Alfa.15 active of 62 thyroid cancer trials antibody, other clinical modality, protein degrader, small molecule
SLC5A5 0 No drug antibody
PAX8 0 No drug protein degrader

Dataset evidence counts studies in the 228-study ranked set whose title or abstract names the gene; the bar is scaled to BRAF. Sources: Open Targets Platform and NCBI GEO, retrieved 2026-09-12. Clinical stage is the highest reached for any indication — see the per-drug indications noted in each row. Target-prioritisation reference only; not clinical or prescribing guidance.

What is actually approved here

openFDA drug labels · weekly

19 drugs carry an FDA label naming thyroid cancer: Cabozantinib, Dabrafenib, Lenvatinib, Levothyroxine, Levothyroxine And Liothyronine, Levothyroxine Liothyronine, Levothyroxine, Liothyronine, Liothyronine, Pralsetinib, Selpercatinib, Sodium Iodide I 131, Sodium Iodide I-131, Sorafenib, Thyroid, Thyroid, Porcine, Thyroid, Unspecified, Thyrotropin Alfa, Trametinib, Vandetanib. Separately, 22 of the drugs returned for the genes in the table above are approved only for other diseases and reach thyroid cancer through trials, not through their labels.

19Labelled for thyroid cancerFDA INDICATIONS AND USAGE names the disease
22Approved, but for another diseasereturned for the genes in the table above
1Backbone agents listing itbroad cytotoxics whose labels name many tumours

Every label that names thyroid cancer

DrugRoleWhat the label says
CabozantinibCABOMETYX, COMETRIQLabelled hereCOMETRIQ is a kinase inhibitor indicated for the treatment of patients with progressive, metastatic medullary thyroid cancer (MTC).
DabrafenibTafinlarLabelled hereBRAF V600E Mutation-Positive Locally Advanced or Metastatic Anaplastic Thyroid Cancer TAFINLAR is indicated, in combination with trametinib, for the treatment of patients with locally advanced or metastatic anaplastic thyroid cancer (ATC) with BRAF V600E mutation, as detected by an FDA-approved test, and with no satisfactory locoregional treatment options [see Dosage and Administration
LenvatinibLenvimaLabelled hereDifferentiated Thyroid Cancer LENVIMA is indicated for the treatment of adult patients with locally recurrent or metastatic, progressive, radioactive iodine-refractory differentiated thyroid cancer (DTC).
LevothyroxineEUTHYROX, LEVOTHYROXINE SODIUM, LEVOXYLLabelled here( 1 ) Pituitary Thyrotropin (Thyroid-Stimulating Hormone, TSH) suppression: As an adjunct to surgery and radioiodine therapy in the management of well-differentiated thyroid cancer.
Levothyroxine And LiothyronineEvexiTHROID, RenThyroidLabelled hereAs pituitary TSH suppressants, in the treatment or prevention of various types of euthyroid goiters, including thyroid nodules, subacute or chronic lymphocytic thyroiditis (Hashimoto's), multinodular goiter, and in the management of thyroid cancer.
Levothyroxine LiothyronineNP THYROID, NP THYROID 60Labelled hereAs pituitary TSH suppressants, in the treatment or prevention of various types of euthyroid goiters, including thyroid nodules, subacute or chronic Iymphocytic thyroiditis (Hashimoto’s), multinodular goiter, and in the management of thyroid cancer.
Levothyroxine, LiothyronineNP THYROID, NP THYROID 30, NP THYROID 60Labelled hereAs pituitary TSH suppressants, in the treatment or prevention of various types of euthyroid goiters, including thyroid nodules, subacute or chronic lymphocytic thyroiditis (Hashimoto’s), multinodular goiter, and in the management of thyroid cancer.
LiothyronineCytomel, Liomny, Liothyronine SodiumLabelled herePituitary Thyroid-Stimulating Hormone (TSH) Suppression: As an adjunct to surgery and radioiodine therapy in the management of well-differentiated thyroid cancer
PralsetinibGavretoLabelled hereRET Fusion-Positive Thyroid Cancer GAVRETO is indicated for the treatment of adult and pediatric patients 12 years of age and older with advanced or metastatic RET fusion-positive thyroid cancer who require systemic therapy and who are radioactive iodine-refractory (if radioactive iodine is appropriate).
SelpercatinibRETEVMOLabelled hereRET -Mutant Medullary Thyroid Cancer RETEVMO is indicated for the treatment of adult and pediatric patients 2 years of age and older with advanced or metastatic medullary thyroid cancer (MTC) with a RET mutation, as detected by an FDA-approved test, who require systemic therapy.
Sodium Iodide I 131HICONLabelled hereHICON ® is indicated for the treatment of hyperthyroidism and selected cases of thyroid carcinoma.
Sodium Iodide I-131Sodium Iodide I-131Labelled hereSodium Iodide I-131 Solution is indicated for the treatment of hyperthyroidism and selected cases of thyroid carcinoma.
SorafenibNexavar, Sorafenib, Sorafenib TosylateLabelled hereDifferentiated Thyroid Carcinoma NEXAVAR is indicated for the treatment of patients with locally recurrent or metastatic, progressive, differentiated thyroid carcinoma (DTC) that is refractory to radioactive iodine treatment.
ThyroidAmerithroid, ThyroidLabelled hereAs pituitary TSH suppressants, in the treatment or prevention of various types of euthyroid goiters, including thyroid nodules, subacute or chronic lymphocytic thyroiditis (Hashimoto’s), multinodular goiter, and in the management of thyroid cancer.
Thyroid, PorcineARMOUR THYROID, Armour Thyroid, Niva ThyroidLabelled hereAs pituitary TSH suppressants, in the treatment or prevention of various types of euthyroid goiters, including thyroid nodules, subacute or chronic lymphocytic thyroiditis (Hashimoto’s), multinodular goiter, and in the management of thyroid cancer.
Thyroid, UnspecifiedThyroidLabelled hereAs pituitary TSH suppressants, in the treatment or prevention of various types of euthyroid goiters, including thyroid nodules, subacute or chronic lymphocytic thyroiditis (Hashimoto’s), multinodular goiter, and in the management of thyroid cancer.
Thyrotropin AlfaThyrogenLabelled hereAdjunctive Diagnostic Tool for Well-Differentiated Thyroid Cancer THYROGEN ® is indicated for use as an adjunctive diagnostic tool for serum thyroglobulin (Tg) testing with or without radioiodine imaging in the follow-up of patients with well-differentiated thyroid cancer who have previously undergone thyroidectomy.
TrametinibMekinistLabelled hereBRAF V600E Mutation-Positive Locally Advanced or Metastatic Anaplastic Thyroid Cancer MEKINIST is indicated, in combination with dabrafenib, for the treatment of patients with locally advanced or metastatic anaplastic thyroid cancer (ATC) with BRAF V600E mutation, as detected by an FDA-approved test, and with no satisfactory locoregional treatment options [see Dosage and Administration
VandetanibCAPRELSALabelled hereCAPRELSA is a kinase inhibitor indicated for the treatment of symptomatic or progressive medullary thyroid cancer in patients with unresectable locally advanced or metastatic disease.
DoxorubicinDOXOrubicin Hydrochloride, Doxorubicin Hydrochloride, Doxorubicin hydrochlorideBackbonefor the treatment of: acute lymphoblastic leukemia, acute myeloblastic leukemia, Hodgkin lymphoma, Non-Hodgkin lymphoma, metastatic breast cancer, metastatic Wilms' tumor, metastatic neuroblastoma, metastatic soft tissue sarcoma, metastatic bone sarcomas, metastatic ovarian carcinoma, metastatic transitional cell bladder carcinoma, metastatic thyroid carcinoma, metastatic gastric carcinoma, met...

2 labels match indications_and_usage:"thyroid cancer" OR indications_and_usage:"thyroid carcinoma" OR indications_and_usage:"differentiated thyroid" OR indications_and_usage:"medullary thyroid" OR indications_and_usage:"anaplastic thyroid"; they collapse to 20 distinct molecules once salt forms, biosimilars and co-formulated hyaluronidase are merged. Source: openFDA drug label API (api.fda.gov/drug/label.json), retrieved 2026-09-12. Labels change; this reflects the current label text, not the approval history. Not prescribing guidance.

Cell therapy

ClinicalTrials.gov · retrieved 2026-09-12 · weekly

No cell-therapy trial in this disease names one of the antigens in the profile. That is a finding, not a gap in the query: the antigens searched are listed in the machine-readable facts alongside the synonyms used.

Research momentum

PubMed MeSH · monthly

Every term below is a share of the thyroid cancer literature, not a count, because the field itself grew: 2015–2018 (n=6,000) against 2021–2025 (n=6,000). A topic whose papers doubled while the field doubled has not risen.

These are sample shares. The two windows hold 7,667 and 11,803 papers; MeSH terms were read from an evenly spaced sample of 6,000 and 6,000 of them, taken across the whole window rather than from its most recent papers. Percentages carry sampling error of roughly a percentage point and small differences between two terms are not meaningful.

Rising, with a real baseline

MeSH term2015–182021–25ChangeShare now
Nomograms0.22%2.62%12.07×157 papers
Radiofrequency Ablation0.25%3.0%12.0×180 papers
Pyrazoles0.08%0.65%7.79×39 papers
Tumor Microenvironment0.32%2.38%7.52×143 papers
Neural Networks, Computer0.13%0.82%6.12×49 papers
Ribonuclease III0.08%0.47%5.59×28 papers
RNA, Circular0.12%0.65%5.57×39 papers
DEAD-box RNA Helicases0.1%0.53%5.33×32 papers
Microwaves0.25%1.27%5.07×76 papers
Data Systems0.08%0.35%4.2×21 papers

Cooling

MeSH term2015–182021–25ChangeShare now
Carcinoma17.28%1.98%0.11×119 papers
Time Factors2.65%0.4%0.15×24 papers
Survival Analysis2.02%0.35%0.17×21 papers
DNA Mutational Analysis2.67%0.47%0.18×28 papers
Disease-Free Survival3.68%0.73%0.2×44 papers
Neoplasm Proteins1.25%0.27%0.21×16 papers

Biggest topics now

MeSH term2015–182021–25ChangeShare now
Thyroid Cancer, Papillary25.93%28.48%1.1×1709 papers
Thyroid Nodule18.77%21.22%1.13×1273 papers
Thyroidectomy22.08%19.73%0.89×1184 papers
Prognosis14.05%12.9%0.92×774 papers
Carcinoma, Papillary31.67%12.48%0.39×749 papers
Iodine Radioisotopes11.08%11.88%1.07×713 papers
Ultrasonography9.03%10.47%1.16×628 papers
Lymphatic Metastasis11.62%10.32%0.89×619 papers
Biopsy, Fine-Needle12.93%9.0%0.7×540 papers
Treatment Outcome10.92%7.3%0.67×438 papers

Publication mix

Type2015–182021–25
Clinical Trial0.0%0.1%
Randomized Controlled Trial0.9%0.8%
Review10.1%8.5%
Meta-Analysis2.9%2.4%
Case Reports0.0%2.4%

Query: Thyroid Neoplasms[MeSH Major Topic] NOT ("Hashimoto Disease"[MeSH] OR "Graves Disease"[MeSH] OR "Hyperthyroidism"[MeSH] OR "Hypothyroidism"[MeSH] OR "Thyroiditis"[MeSH] OR "Goiter"[MeSH]). Terms need at least 12 papers in the recent window and, in the rising table, at least 5 in the earlier one — a term going from 1 paper to 12 is a large fold change and no evidence of anything. Ubiquitous descriptors (Humans, Animals, age bands) and the disease’s own term are dropped. Windows are read whole where they fit and sampled where they do not; the totals and the sample sizes are both in the JSON beside this page. Source: PubMed MeSH, retrieved 2026-09-12.

Disease burden

What the public sources count, and how closely each category matches this disease. The same figures for every disease on the site are on one table.

MeasureValueMatchWhat it counts
New cases each year45,240 cases/yeardirect2026
Deaths each year2,320 deaths/yeardirect2026
Incidence rate13.7 cases per 100,000 people per yeardirect2019-2023
Death rate0.5 deaths per 100,000 people per yeardirect2020-2024
People living with it1,035,274 people living with the diseasedirect2023
Median age at diagnosis51.0 yearsdirect2019-2023
median age at death74 yearsdirect2020-2024
Five-year relative survival98.3%direct2016-2022

Years of life lost

0.5 years per case, 21,073 a year, from survival and age at diagnosis rather than from a death count. derived proxy What this costs to fund is in Funding.

3 assumptions behind this estimate
  • Five-year relative survival stands in for cure; a death after five years is not counted.
  • The median age at diagnosis stands in for the whole age distribution.
  • Life expectancy at birth (78.4 years) is the reference, rather than remaining expectancy at the age of death from a life table.
  • Each assumption moves the result by more than the difference between the two diseases currently on this site, so this figure separates a disease from one ten times its size, not from a close neighbour.

Funding

NIH RePORTER · quarterly

NIH obligations naming thyroid cancer, after removing the 2,716 records across all years that matched the search but are about something else. That filter is not cosmetic: without it this section reports another field’s funding as this disease’s.

$33.7MNIH obligations, FY2025from $28.1M in FY2013 · +20%
42distinct projects funded47 in FY2013
$33.7Mpeak year was FY2025obligations, all institutes
76%of FY2025 awards from NCI32 of 42

NIH obligations by fiscal year

$8M$17M$25M$34M13151719212325
YearObligationsAwardsDistinct projectsDropped as off-topic
FY2013$28.1M6047194
FY2014$30.9M6648212
FY2015$31.4M7151223
FY2016$32.0M6850205
FY2017$31.7M6850209
FY2018$22.3M4943250
FY2019$20.3M4644209
FY2020$18.7M4140233
FY2021$19.7M4845229
FY2022$20.5M4946207
FY2023$23.7M5049195
FY2024$21.5M4846184
FY2025$33.7M4242166

Where FY2025 money went

InstitutionObligationsAwards
Division Of Basic Sciences - Nci$15.4M7
National Institute Of Diabetes And Digestive And Kidney Diseases$2.9M4
Duke University$2.9M0
Beckman Research Institute/City Of Hope$1.3M2
University Of Michigan At Ann Arbor$1.2M3
Division Of Cancer Epidemiology And Genetics$1.2M3
Sloan-Kettering Inst Can Research$1.1M3
Vanderbilt University Medical Center$1.0M1
Georgetown University$1.0M2
Methodist Hospital Research Institute$0.6M0

Text search thyroid cancer over project title, terms and abstract, per fiscal year. Awards are individual funding actions; distinct projects collapse them by core project number, so a multi-year grant counts once. The most recent year may be incomplete. Source: NIH RePORTER, retrieved 2026-09-12.

What that buys

Against 21,073 years of life lost a year, FY2025 obligations are $1,601 per life-year — $746 per case. The estimate and its assumptions are in Disease burden.

Who funds it, FY2025

The total says how much. These say who from, through what kind of award, and to whom — which a dollar figure cannot.

NIH institutes

NCI32 · 76%
NIDDK4 · 10%
VA1 · 2%
NCATS1 · 2%
NIA1 · 2%
NIOSH1 · 2%

Projects by administering institute. The rows above are the top 8 and account for 42 of 42.

Award mechanisms

R0113 · 31%
ZIA13 · 31%
R373 · 7%
K082 · 5%
R212 · 5%
F301 · 2%

R01 is an investigator-initiated grant; ZIA is NIH intramural, meaning the work happens inside NIH rather than being funded outside it. The rows above are the top 14 and account for 42 of 42.

Where it lands

Division Of Basic Sciences - Nci$15.4M · 45.7%
National Institute Of Diabetes And Diges$2.9M · 8.6%
Duke University$2.9M · 8.5%
Beckman Research Institute/City Of Hope$1.3M · 3.8%
University Of Michigan At Ann Arbor$1.2M · 3.5%
Division Of Cancer Epidemiology And Gene$1.2M · 3.5%

Share of $33.7M in FY2025. The top three hold 63%.

Public datasets, ranked

NCBI GEO + Europe PMC + iCite · weekly

390 human GEO series match thyroid cancer. Keyword relevance cannot tell a 225-sample patient cohort from a six-well cell-line experiment, so this ranking scores four things GEO does not expose: how often the accession is named in full-text papers, field-normalised citation impact, clinical annotation, and cohort type.

Composition of the 228-study ranked set

cell line 93mixed 58unspecified 53patient 22xenograft 2
93 cell line58 mixed53 unspecified22 patient2 xenograft89 carry clinical annotation46 carry survival8 patient cohorts ≥100 GEO samples7,338 GEO samples totalin 13 single-cell series a GEO sample is one cell, not one patient

Established

high reuse, older
AccessionStudySamplesMentionsEurope PMCRCREvidence
GSE76039Genomic and Transcriptomic Hallmarks of Poorly-Differentiated and Anaplastic Thyroid Cancers2016 · array378134.4
cell lineAPT 0.95survivalmolecularBRAFTERTTP531,006 cites
GSE184362Single-cell sequencing of tumor ecosystems in papillary thyroid carcinoma2021 · single-cell238510.7
mixedAPT 0.75survival206 cites
GSE33630Normal thyrocytes vs papillary vs anaplastic thyroid carcinomas2012 · array1053963.3
APT 0.75120 cites
GSE3467The role of micro-RNA genes in papillary thyroid carcinoma2005 · array1814320.9
APT 0.95982 cites
GSE60542Revisiting the transcriptional analysis of primary tumors and associated nodal metastases with enhanced biological and statistical controls: application to thyroid cancer2015 · array921561.8
mixedAPT 0.5molecular62 cites
GSE65144Gene array analysis of anaplastic thyroid carcinoma tissue versus matched and unmatched normal thyroid tissue2015 · array251204.3
patient cohortAPT 0.75144 cites
GSE89570DNA 5-hydroxymethylcytosines from cell-free circulating DNA as diagnostic biomarkers for human cancers​2017 · methylation60479.2
mixedAPT 0.75survival292 cites
GSE6004Gene Expression and Functional Evidence of Epithelial-to-Mesenchymal Transition in Papillary Thyroid Cancer Invasion2006 · array18616.1
cell lineAPT 0.75survival277 cites

Recent

2022 onward, by score
AccessionStudySamplesMentionsEurope PMCRCREvidence
GSE193581Anaplastic Transformation Model in Thyroid Cancer Revealed by Single Cell Lineage and Fate Analysis2023 · sequencing323811.0
mixedAPT 0.75stage120 cites
GSE191288Dissecting the transcriptomic landscape of the human papillary thyroid carcinoma by single cell RNA-sequencing2022 · sequencing7354.4
patient cohortAPT 0.7566 cites
GSE213647Mitochondrial SHMT2 is a crucial therapeutic target in dedifferentiated thyroid cancer2023 · single-cell632145.4
APT 0.536 cites
GSE281736Single-cell RNA Sequencing Reveals the Heterogeneity in Differentiation Trajectory and Tumor Microenvironment Leading to More Aggressive Phenotypes of Papillary Thyroid Cancer in Children and Young Adult Patients2025 · single-cell1242.7
mixedAPT 0.75survivalmolecularBRAF11 cites
GSE310793PRECISE: A prognostic thyroid follicular-cell derived gene signature for papillary thyroid carcinoma2026 · single-cell10923.5
mixedAPT 0.25survival6 cites
GSE241184Single cell profiling of primary and paired metastatic lymph node tumors and adjacent normal thyroid in a papillary thyroid carcinoma patient2023 · single-cell3113.2
mixedAPT 0.523 cites

Sources: NCBI GEO + Europe PMC + iCite, retrieved 2026-09-12. SubSeries are collapsed to one row per study by linked PMID. Of 390 series retrieved, 3 were dropped by the profile’s exclusion rules and 126 named the disease only in passing. The ranked set is a relevance-ranked sample, not a census, so the composition figures describe the sample only.

Where the gaps are

Derived from the sections above · recomputed on every refresh

Each card below is a disagreement between two of the tables on this page — a drug that exists but was never tried here, a target that looks tested and was not, a gene with no drug whose product has a busy clinical programme. They are computed from the same facts as the tables, so they cannot contradict them.

SLC5A5

No drug, no trial, no clinical programme of any kind. Whatever the biology says, nothing has been built.

PAX8

No drug, no trial, no clinical programme of any kind. Whatever the biology says, nothing has been built.

How a machine reads this page

Static

This page is written to be quoted correctly by a model as much as read by a person. The same facts are available as JSON at the sibling URL below, which is what to cite.

Fully server-rendered

Every figure is in the HTML at first byte. No JavaScript runs, no figure is fetched after load, and nothing on this page requires a renderer to see.

Every number carries a source

Each section names the API it came from and the date it was retrieved: Open Targets (2026-09-12), ClinicalTrials.gov (2026-09-12), openFDA (2026-09-12), NCBI GEO (2026-09-12), PubMed (2026-09-12), NIH RePORTER (2026-09-12).

Negatives stated explicitly

Where nothing exists for thyroid cancer — no drug, no trial, no approval — the page says so in those words rather than omitting the row. An absent row is unquotable; a stated negative is the finding.

Denominators, not just percentages

Every share is printed with the count and the total it came from, so a figure can be checked rather than taken.

The filters are published

2 exclusion patterns are applied to free text before anything is ranked, because none of consequence is used as a model system in none: the thyroid lines are used for the disease; Nthy-ori 3-1 is the normal thyrocyte and is not listed. What was removed and why is stated in each section rather than silently applied.

{
  "disease": "Thyroid cancer",
  "mesh": "Thyroid Neoplasms",
  "facts": "https://usebiotransfer.org/disease/thyroid-cancer.json",
  "methods": "https://usebiotransfer.org/methods/",
  "note": "Every figure on the page is in that JSON with its source and retrieval date. Quote from it rather than from the HTML."
}