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Record W4411309928 · doi:10.1096/fj.202401718rr

Brain‐Specific <i>Gata4</i> Downregulation in <i>Greywick</i> Female Mice Models the Metabolic Subtype of Polycystic Ovary Syndrome

2025· article· en· W4411309928 on OpenAlexafffund
Sherin A. Nawaito, Mostafa Esmael, Ouliana Souchkova, Tatiana Cardinal, Guillaume Bernas, Karl‐F. Bergeron, Fanny Gayda, Francis Bergeron, Marie‐France Bouchard, Xiang Zhou, Luisina Ongaro, Daniel J. Bernard, Jacob Short, Susan Wray, Robert S. Viger, Cathérine Mounier, Nicolas Pilon

Bibliographic record

VenueThe FASEB Journal · 2025
Typearticle
Languageen
FieldMedicine
TopicOvarian function and disorders
Canadian institutionsUniversité de MontréalMcGill UniversityUniversité LavalUniversité du Québec à Montréal
FundersNational Institute of Neurological Disorders and StrokeFonds de Recherche du Québec - Santé
KeywordsPolycystic ovaryDownregulation and upregulationOvaryEndocrinologyInternal medicineMedicineBiologyInsulin resistanceGeneticsGeneObesity

Abstract

fetched live from OpenAlex

Polycystic ovary syndrome (PCOS) is a heterogenous disorder characterized by reproductive and metabolic abnormalities. PCOS etiology remains poorly understood, although the hypothalamus is suspected to play a central role in many cases. Human genetic studies have also shown an association with the transcription factor-coding gene GATA4, but without providing a functional link. Here, we show that adult Greywick female mice may bridge this gap. These mice phenocopy PCOS with partial penetrance, due to the serendipitous insertion of a Gata4 promoter-driven transgene in a strong enhancer region. Resulting robust transgene expression in subsets of hypothalamic neurons and glia impairs endogenous Gata4 expression, resulting in misexpression of genes linked to the control of fertility and food intake. We also show that this previously overlooked role of GATA4 in the hypothalamus can be replicated by conditional knockout approaches. Overall, this study sheds light not only on PCOS etiology but also on the role played by GATA4 in the central control of reproduction.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.748
Threshold uncertainty score0.355

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
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 head0.020
GPT teacher head0.249
Teacher spread0.229 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
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 routes2
Has abstractyes

Explore more

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