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Record W4417088351 · doi:10.1038/s42003-025-09171-9

Medium-chain triglycerides and ketogenic diet prevent alterations of the gut microbiome in transgenic Alzheimer’s disease mice

2025· article· en· W4417088351 on OpenAlexafffund
Paule E. H. M’Bra, Isaura Suárez-Uribe, Mariano Avino, Edwin Lim, Marian Mayhue, Philippe Balthazar, Anne Aumont, Karine Prévost, Éric Massé, Laura K. Hamilton

Bibliographic record

VenueCommunications Biology · 2025
Typearticle
Languageen
FieldMedicine
TopicDiet and metabolism studies
Canadian institutionsCentre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-JeanCentre Hospitalier Universitaire de SherbrookeUniversité de MontréalCentre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-MontréalUniversité de Sherbrooke
FundersCanadian Institutes of Health ResearchNatural Sciences and Engineering Research Council of CanadaCanada Research Chairs
KeywordsKetogenic dietMicrobiomeGut floraGenetically modified mouseInflammationDiseaseSystemic inflammationTransgene

Abstract

fetched live from OpenAlex

The systemic mechanisms underlying the benefits of ketogenic interventions on cognition in Alzheimer's disease (AD) are understudied. Interventions involving a carbohydrate-free high-fat ketogenic diet (KD) or dietary supplementation with medium-chain triglycerides (MCT) both improve cognition in AD mouse models, yet with opposing effects on circulating ketones levels, peripheral insulin sensitivity and inflammation. Since the gut microbiome regulates systemic metabolism and inflammation and is altered by aging and disease, we investigated how it is affected in mice subjected to MCT and KD. At early stages of pathology, AD mice exhibited substantially reduced richness and distinct composition of gut microbiome species. Administration of MCT or KD for 1-month increased microbiome diversity, restoring the levels of more than 50% of the bacteria altered in AD mice and inducing novel alterations. Both diets increased levels of short-chain fatty acid-producing bacteria, such as Lachnospiraceae, which directly correlated with improved hippocampal dendritic spine density. Interestingly, longer term administration of KD increased the obesity-associated Firmicutes/Bacteroidota ratio and bodyweight in AD but not WT mice, suggesting that AD-associated metabolic defects should be considered when designing such intervention. We conclude that MCT and KD may influence AD central and peripheral defects in part via modulation of the gut microbiome.

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 score0.007

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0010.001
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 head0.039
GPT teacher head0.339
Teacher spread0.300 · 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

Citations0
Published2025
Admission routes2
Has abstractyes

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