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Record W4412522043 · doi:10.1016/j.tjnut.2025.07.008

Pinto Bean Supplementation Modulates Gut Microbiota and Improves Markers of Gut Integrity in a Mouse Model of Estrogen Deficiency

2025· article· en· W4412522043 on OpenAlexfundno aff
Femi Olawale, Sanmi Alake, Proapa Islam, Brooke Sutton, Nathan Chaffin, Chinemerem H Ugo, Jong Beom Jin, Stanley Lightfoot, Jean Debédat, Anthony L. Schilmiller, Winyoo Chowanadisai, Trina A. Knotts, Brenda J. Smith, Edralin A Lucas

Bibliographic record

VenueJournal of Nutrition · 2025
Typearticle
Languageen
FieldMedicine
TopicPhytoestrogen effects and research
Canadian institutionsnot available
FundersNational Center for Complementary and Integrative HealthNational Institutes of HealthCanadian Fertility and Andrology Society
KeywordsEstrogenGut floraLactobacillusPhytoestrogensEndocrinologyInternal medicineBacteroidesChemistryBiologyBiochemistryBacteriaMedicineFermentation

Abstract

fetched live from OpenAlex

BACKGROUND: Emerging research suggests that changes in gut microbiota play a key role in menopause-related diseases by modulating gut health. OBJECTIVES: This study investigated the effects of pinto bean (PB) supplementation on gut integrity in an estrogen-deficient mouse model. METHODS: Sixty 3-mo-old female C57BL/6J mice were injected with either sesame oil (vehicle) or vinylcyclohexene diepoxide (VCD, 160 mg/kg) for 30 d to induce estrogen deficiency. Mice were then randomly assigned to 2 dietary groups (n = 15/group): control (AIN-93M) or AIN-93M + 10% (wt/wt) PB for 16 wk. Ovarian failure was confirmed by uterine weight and serum follicle-stimulating hormone (FSH). Gut health was assessed by measuring tight junction proteins, β-glucuronidase activity, short-chain fatty acids (SCFAs), and 16S microbiota composition. PB was evaluated for its estrogenic effects by molecular docking analysis of the identified polyphenols against estrogen receptor (ER)-α and ER-β. Data were analyzed by 2-way analysis of variance, with estrogen status (VCD) and diet as factors followed by post hoc tests when significant (P < 0.05) interaction effect was observed. RESULTS: =0.010) β-glucuronidase activity (∼25%). PB enriched some beneficial bacteria genera (i.e., Bifidobacterium, Bacteroides, Dubosiella, and Lactobacillus) and increased fecal acetic, propionic, n-butyric, and total SCFAs by 2-fold compared with those on the control diet. Molecular docking analysis identified sinapic and ferulic acid as phytoestrogens in PB with high binding affinity for ERs. CONCLUSIONS: PB supplementation improves gut microbial diversity and integrity in estrogen deficiency, offering potential benefits for menopause-related gut health.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.002
Threshold uncertainty score0.005

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.017
GPT teacher head0.319
Teacher spread0.301 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
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

Citations2
Published2025
Admission routes1
Has abstractyes

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