MétaCan
Menu
Back to cohort
Record W4213070037 · doi:10.1093/jcag/gwab049.009

A10 EARLY LIFE SENSITIZATION TO GLUTEN INDUCES SUSTAINED IMMUNOPATHOLOGY IN DR3-DQ2 MICE

2022· article· en· W4213070037 on OpenAlexaff
J Godbout, Mark Wulczynski, Heather J. Galipeau, Marco Constante, Taynara Cristina Silva Ribeiro, Deborah M. Sloboda, Elena F. Verdú

Bibliographic record

VenueJournal of the Canadian Association of Gastroenterology · 2022
Typearticle
Languageen
FieldMedicine
TopicCeliac Disease Research and Management
Canadian institutionsMcMaster University
Fundersnot available
KeywordsGlutenImmunologyMedicineGliadinEnteropathySensitizationWeaningTissue transglutaminaseGluteninInternal medicineBiologyPhysiologyDiseasePathologyGeneBiochemistry

Abstract

fetched live from OpenAlex

Abstract Background Celiac disease (CeD) is an autoimmune T-cell mediated enteropathy, triggered by gluten, a group of proteins found in wheat, barley, and rye. The defined role of gluten as a dietary trigger, necessary genes (HLA-DQ2 and/or DQ8), and tissue transglutaminase (TG2) as the autoantigen together, are unique features of CeD. Although CeD onset can occur at any age, first dietary introduction of gluten during infancy is a critical window of exposure, especially in infants homozygous for the HLA DQ2.5 allele. While adult sensitization studies have been recently performed in DR3-DQ2 mice, the consequences of early life gluten sensitization timing remain unexplored. Aims Our aim was to characterize gluten-immunopathology and CeD-specific serology in specific pathogen free (SPF) DR3-DQ2 transgenic mice sensitized to gluten, 1 week before weaning. Methods Seven-week-old SPF DR3-DQ2 transgenic mice, kept on a gluten-free diet (GFD), were paired for breeding. At post-natal day 3, pups were standardized to 4 per litter (n=2 male, n=2 female) to ensure equal nutrition across litters. At 14 days of age, pups were sensitized with pepsin-trypsin digested gliadin and cholera toxin (CT) three times in one week (n=15). At 21 days of age, pups were weaned and placed either on a gluten-containing diet (n=7), (equivalent of 20g/d of gluten in a human diet -high dose-) or an isocaloric GFD (n=8) until 10 weeks of age. Non-sensitized controls (n=7) received only CT and were kept on the GFD. At sacrifice, serum was collected for anti-TG2 and anti-gliadin antibodies (AGA). Jejunal tissue was collected for histological analysis using villus-to-crypt (V/C) ratios and CD3+ intraepithelial lymphocytes (IEL) counts. Results Gluten-sensitized mice placed on a gluten-containing diet post-weaning had lower V/C ratios and higher CD3+ IEL counts compared with controls (p<0.01). Pre-weaning sensitized mice that were kept on a GFD post-weaning had sustained decreases in V/C ratios and higher CD3+ IEL counts (p<0.01). Out of 15 sensitized mice, 7 developed positive anti-gliadin IgA (p=0.02) and 4 had positive anti-TG2 IgA antibodies (p=0.01) in intestinal contents, irrespective of gluten in the diet. None of the controls had detectable AGA or anti-TG2 antibodies. Conclusions Pre-weaning gluten sensitization of DR3-DQ2 mice induced prolonged gluten immunopathology that did not reverse after 5 weeks on a GFD. Our results indicate that young DR3-DQ2 mice are susceptible to gluten sensitization, with sustained immunopathology, suggesting a critical window of vulnerability in familial carriers of DQ2.5. This novel model will be useful to investigate environmental cofactors at the first time of gluten introduction to the diet. Funding Agencies CIHR

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 score0.017

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 studies0.0000.001
Scholarly communication0.0010.001
Open science0.0000.000
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 head0.007
GPT teacher head0.236
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 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
Published2022
Admission routes1
Has abstractyes

Explore more

Same venueJournal of the Canadian Association of GastroenterologySame topicCeliac Disease Research and ManagementFrench-language works237,207