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Record W3133701911 · doi:10.1093/jcag/gwab002.187

A189 ELUCIDATING THE MECHANISTIC ROLE OF GLP-1R IN THE INFLAMMATORY RESPONSE OF MACROPHAGES AND B CELLS TO DIETARY FIBRES

2021· article· en· W3133701911 on OpenAlexaff
Sarah Hanstock, Aja M. Rieger, R Dickner, Jeremy Jerasi, Heather Armstrong, Eytan Wine

Bibliographic record

VenueJournal of the Canadian Association of Gastroenterology · 2021
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicDigestive system and related health
Canadian institutionsUniversity of Alberta
Fundersnot available
KeywordsImmune systemChemokineDysbiosisInflammatory bowel diseaseInflammationMicrobiomeReceptorImmunologyBiologyInflammatory Bowel DiseasesGut floraMedicineInternal medicineBioinformaticsBiochemistry

Abstract

fetched live from OpenAlex

Abstract Background Both diet and the microbiome have been implicated in the pathogenesis of inflammatory bowel diseases (IBD). Fibre is not digested; it is fermented by microbes in the large bowel. High fibre intake is related to lower risk for the development of IBD, and a high fibre diet is usually recommended for individuals with IBD. However, work in our lab suggests that select dietary fibres may be pro-inflammatory in a pediatric IBD cohort. Importantly, large bowel dysbiosis in IBD could limit the fermentation of dietary fibres, leading to reduced production of beneficial microbiome metabolites as well as an accumulation of intact fibre in the large bowel. These intact fibres may then interact with immune cells residing in the large bowel, through specific receptors, and perpetuate the inflammatory state seen in IBD. Aims Based on preliminary findings, we hypothesize that the dietary fibre oligofructose acts through GLP-1R on macrophages and B-cells to regulate the inflammatory environment. We expect to find changes in the expression of cytokines and chemokines, and their receptors. Methods Changes in immune cell secretions (ELISA) and the expression of selected inflammatory markers (RT-qPCR) were measured to determine potential pathways involved in response to dietary fibres in vitro. Knockdown of proteins of interest (siRNA) was performed to validate the involvement of these pathways in the inflammatory response to dietary fibres. Cells were treated with oligofructose, oligofructose pre-fermented by bacteria, or no fibre. The involvement of the fibre receptor, GLP-1R, was investigated to understand its connection to pathways identified. Results Qiagen RT2 profiler array (human inflammatory cytokines and receptors) and cytokine secretion (ELISA) indicated that in response to oligofructose macrophages have a predominantly pro-inflammatory response while B cells have an anti-inflammatory response. Presence of GLP-1R in large bowel and terminal ileum biopsies collected during endoscopy was higher in IBD (Crohn disease n=7; Ulcerative colitis n=7) than non-IBD patients (n=7), and expression was confirmed on both B-cells and macrophages. Knockdown of GLP-1R (siRNA) significantly reduced the pro-inflammatory response (IL-1β ELISA) with oligofructose application in THP-1 macrophage cells Conclusions Improving our understanding of the mechanistic link between dietary fibres and immune response will aid us in developing a model for the interactions of oligofructose with the GLP-1R in B cells and macrophages. Findings from this study may be able to inform dietary interventions, prebiotic/probiotic administration, and drug development for treatment of IBDs. Funding Agencies CIHRWeston Foundation

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.660
Threshold uncertainty score0.975

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.004
GPT teacher head0.215
Teacher spread0.211 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
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
Published2021
Admission routes1
Has abstractyes

Explore more

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