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Record W4317888599 · doi:10.1101/2023.01.24.524609

Thermoneutral housing does not accelerate metabolic dysfunction-associated fatty liver disease in male or female mice fed a Western diet

2023· preprint· en· W4317888599 on OpenAlexafffund
Julia R.C. Nunes, Tyler K.T. Smith, Peyman Ghorbani, Conor O’Dwyer, Natasha A. Trzaskalski, Habiba Dergham, Ciara Pember, Marisa K. Kilgour, Erin E. Mulvihill, Morgan D. Fullerton

Bibliographic record

VenuebioRxiv (Cold Spring Harbor Laboratory) · 2023
Typepreprint
Languageen
FieldMedicine
TopicLiver Disease Diagnosis and Treatment
Canadian institutionsInstitute of Infection and ImmunityUniversity of Ottawa
FundersDiabetes CanadaCanadian Institutes of Health ResearchUniversity of OttawaHeart and Stroke Foundation of Canada
KeywordsSteatosisFatty liverInternal medicineEndocrinologyFibrosisPathogenesisLiver diseaseCholesterolBiologyMedicineDisease

Abstract

fetched live from OpenAlex

Abstract Objective Metabolic dysfunction-associated fatty liver disease (MAFLD) represents a growing cause of mortality and morbidity and encompasses a spectrum of liver pathologies. Potential therapeutic targets have been identified and are currently being pre-clinically and clinically tested. However, while dozens of preclinical models have been developed to recapitulate various stages of MAFLD, few achieve fibrosis using an experimental design that mimics human pathogenesis. We sought to clarify whether the combination of thermoneutral (T N ) housing and consumption of a classical Western diet (WD) would accelerate the onset of MAFLD and progression in male and female mice. Methods Male and female C57Bl/6J mice were fed a nutrient-matched low-fat control or Western diet (41% Kcal from fat, 43% carbohydrate and 0.2% cholesterol; WD) starting at ∼12 wk of age for a further 16 wk. Mice were divided and housed with littermates at either standard temperature (T S ; 22°C) or thermoneutral conditions (T N ; ∼29°C). Mice underwent tests for glucose tolerance, insulin sensitivity and body composition, as well as intestinal permeability. Following tissue harvest, circulating and liver markers of hepatic disease progression toward steatosis and fibrosis were determined. Results While male mice housed at T N and fed a WD were significantly heavier than T S -housed control animals, no other differences in body weight or composition were observed. WD-fed females housed under T N conditions had higher circulating LDL-cholesterol; however, there were no other significant differences between T N and T S -housing in circulating or hepatic lipid levels. While WD-fed T N males had higher ALT levels, no other differences in markers of liver injury or disease progression were observed. Moreover, females housed at T N conditions and fed a WD remained significantly protected against the induction of fibrosis compared to male counterparts. Interestingly, sex-specific differences were observed in markers of glucose and insulin tolerance, where T N housing and WD feeding resulted in hyperglycemia and impaired insulin responsiveness in both sexes, but glucose intolerance only in male mice. Conclusions While T N housing has been demonstrated to exacerbate high fat-induced hepatic steatosis and inflammation in male and female mice, coupling T N housing with a WD for 16 wk was not sufficient to augment fatty liver progression in male or female mice. Highlights Thermoneutral housing and Western diet feeding does not progress to NASH Female mice are not more susceptible to obesity induced fatty liver under these conditions Temperature and diet had sex-specific effects on glucose tolerance and insulin sensitivity

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 score0.005
Threshold uncertainty score0.018

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.000
Science and technology studies0.0000.001
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0050.001

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 head0.257
Teacher spread0.217 · 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
Published2023
Admission routes2
Has abstractyes

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