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Record W4415741960 · doi:10.1177/10507256251388325

Genetic Rescue of a Subset of Thyroid Follicular Cells Restores Thyroid Function in Dyshormonogenic <i> Duoxa <sup>−/−</sup> </i> Mice

2025· article· en· W4415741960 on OpenAlexaff
Sami Djerbib, Helmut Grasberger, Steven Goossens, Jody J. Haigh, Lieven Haenebalcke, Tim Pieters, Jukka Kero, Françoise Miot, Xavier De Deken

Bibliographic record

VenueThyroid · 2025
Typearticle
Languageen
FieldMedicine
TopicThyroid Disorders and Treatments
Canadian institutionsUniversity of ManitobaResearch Institute in Oncology and HematologyCancerCare Manitoba
FundersNational Institute of Diabetes and Digestive and Kidney Diseases
KeywordsThyroidCongenital hypothyroidismOrganificationFollicular cellImmunostainingThyroglobulinFollicular phaseThyroid function

Abstract

fetched live from OpenAlex

Background:Under sufficient iodine supply, dual oxidase (DUOX)-dependent H2O2 production constitutes the limiting factor for thyroid hormone (TH) synthesis. Inherited loss-of-function mutations in related genes can trigger congenital hypothyroidism (CH). TH supplementation is not always well-tolerated and requires dose adjustments throughout life. Regenerative medicine directed at thyroid follicular cells (TFCs) could offer an alternative therapy; however, the minimal number of TFCs to be corrected remains unknown. Methods:Thyroid dyshormonogenesis in Duoxa−/− deficient mice was rescued by conditional thyroid-specific expression of DUOXA2/DUOX2 subunits. In order to restrict reactivation in a subset of TFCs, low doses of tamoxifen (0.1–2 mg) were injected. Thyroid function was assessed by immunostaining of iodinated-thyroglobulin (iTG). Circulating serum thyrotropin (TSH) and total thyroxin (T4) were quantified, and thyroidal expression of TSH-responsive genes (Nis, Tpo, Tshr) and hepatic deiodinase type-1 (Dio1) was measured. Last, combining iTG immunostaining with Duox2 in situ hybridization, we estimated the fraction of rescued TFCs required to restore follicular TG iodination. Results:Colloidal iTG+ staining in more than 90% of follicles demonstrated the successful rescue of TH biogenesis in doxycycline-induced Tet:Da2D2+/−;mTg:CreERT2+/−;Duoxa−/− animals (3TA). In contrast, reducing tamoxifen doses to 0.1 mg resulted in unresolved primary CH with thyroid enlargement, induction of Nis, Tpo, and Tshr, decrease of Dio1, and growth delay. Corresponding thyroid sections revealed scattered iTG+ colloidal lumens dispersed in histologically altered parenchyma. Nevertheless, we determined that only 11–15% of TFCs need to be reactivated within the follicle to functionally restore iodide organification. Goiter involution was also studied in 3TA following functional oxidase recovery or levothyroxine supplementation. Although thyroid enlargement was similarly reduced in both groups, expression of Nis, Tpo, Tshr, and Dio1 more rapidly normalized in genetically rescued 3TA. In these pathological conditions, around 50–70% of iTG+ follicles would seem sufficient to recover a healthy thyroid function until two weeks. Conclusions:Our data in Duoxa−/− mice suggest that the percentage of TFCs to be corrected is limited to 10–15% per follicle, which could be compatible with future somatic gene therapies. Furthermore, the reconstitution of hormonogenic-competent TFCs successfully results in goiter resolution, to an extent comparable to that of gold-standard TH replacement therapy.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.447
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.007
GPT teacher head0.232
Teacher spread0.225 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations3
Published2025
Admission routes1
Has abstractyes

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