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Record W4404586090 · doi:10.1101/2024.11.20.624215

Advancements in Inflammation Parallels Myopenia in <i>Winnie</i> Mice Model of Spontaneous Chronic Colitis

2024· preprint· en· W4404586090 on OpenAlexaff
Shilpa Sharma, Danielle A. Debruin, Jeannie Devereaux, Kulmira Nurgali, Alan Hayes

Bibliographic record

VenuebioRxiv (Cold Spring Harbor Laboratory) · 2024
Typepreprint
Languageen
FieldMedicine
TopicCeliac Disease Research and Management
Canadian institutionsMcGill University
Fundersnot available
KeywordsParallelsInflammationColitisMedicineImmunologyEngineeringOperations management

Abstract

fetched live from OpenAlex

Abstract Background Inflammatory bowel disease (IBD) is characterized by gastrointestinal inflammation and systemic complications, including muscle wasting. Musculoskeletal conditions have remained an unappreciated aspect of IBD. This study aimed to describe the Winnie mouse model’s skeletal muscle phenotype and functional alterations. This model spontaneously develops chronic colitis that closely resembles human IBD. Methods Winnie mice and C57BL/6 (littermate) controls were evaluated at 5-6 weeks (pre-colitis) and 15-16 weeks (active colitis). Assessments included disease activity, inflammation, muscle function tests, and ex vivo analyses of the soleus (SOL) and tibialis anterior (TA) muscles for mass and histology. Results At 5-6 weeks, Winnie mice showed no disease activity or muscle changes. At 15 weeks, Winnie mice exhibited significantly higher disease activity index (DAI) and elevated lipocalin-2 (LCN-2) levels than controls. SOL and TA muscles showed decreased weights and fibre sizes, which correlated significantly with LCN-2 levels. Wheel-running activity was reduced, which correlated with increased LCN-2 levels and DAI. DAI negatively correlated with muscle mass and fibre size. Grip strength remained unaltered despite these changes. Conclusion The Winnie mouse model develops significant skeletal muscle alterations paralleling intestinal inflammation progression, characterized by reduced muscle mass and size with preserved strength but impaired functional endurance capacity. These findings establish the Winnie model as a valuable tool for investigating IBD-associated muscle wasting. Key Messages: 1. What is already known? Inflammatory bowel disease (IBD) is associated with systemic complications, including muscle dysfunction. 2. What is new here? The Winnie mouse model of chronic colitis develops skeletal muscle alterations that correlate with the progression of intestinal inflammation. Muscle changes in Winnie mice include reduced muscle mass, decreased fibre size, and, functional decline but preserved grip strength. 3. How can this study help patient care? This research highlights the importance of monitoring muscle health in IBD patients and suggests potential targets for interventions to preserve muscle function. The Winnie model provides a valuable tool for testing therapies aimed at addressing muscle dysfunction in IBD.

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 score0.003
Threshold uncertainty score0.009

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0030.001

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 head0.014
GPT teacher head0.255
Teacher spread0.241 · 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
Published2024
Admission routes1
Has abstractyes

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