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Record W7115812318

Memory CD4+ T cells in Food Allergy

2023· dissertation· en· W7115812318 on OpenAlexaff

Bibliographic record

VenueMacSphere (McMaster University) · 2023
Typedissertation
Languageen
FieldMedicine
TopicFood Allergy and Anaphylaxis Research
Canadian institutionsMcMaster University
Fundersnot available
KeywordsAllergyImmunoglobulin EPriming (agriculture)AllergenCytotoxic T cellAntibodyT cellFood allergyAllergic response
DOInot available

Abstract

fetched live from OpenAlex

The global prevalence of food allergies is estimated at 10%, and approximately 80% of food allergies are lifelong. Food allergies are primarily mediated by allergen-specific IgE, which drives allergic reactions and is the hallmark of allergic sensitization. However, the initial generation of IgE is clinically silent and many patients present to the emergency department or clinic upon their first allergic reaction, whereupon they are already sensitized. This feature of allergic disease renders it difficult to study the incipient cellular events leading to inaugural IgE generation in humans, which may be important for generating lifelong allergic memory. Using a mouse model of intragastric sensitization, we demonstrated that a single priming exposure to allergen alongside cholera toxin (CT) generates allergen-specific memory CD4+ T cells which reside across multiple tissue sites, yet fails to induce B cell activation, antibody production, or clinical reactivity. These allergen-specific CD4+ T cells resemble Teff cells but remain undifferentiated to typical allergy-associated T helper cell lineages, such as Th2 and Tfh cells, and IL-4Rα-mediated signaling is dispensable for their generation. Up to 14 months after their initial generation, primed memory CD4+ T cells potently expanded and displayed plasticity upon allergen re-exposures. They differentiated into IL-4-transcribing Tfh cells and drove de novo IgE class-switching in naïve B cells, leading to allergen-specific IgE generation and clinical reactivity. This recall response was dependent on IL-4 signaling and CD40/CD40L interactions and occurred across multiple tissue sites independent of S1PR-mediated cell migration, suggesting the potency of memory CD4+ T cells in maintaining allergic memory. Altogether, our findings suggest that these plastic memory CD4+ T cells are capable of independently perpetuating allergic disease. Our work positions memory CD4+ T cells as a potentially crucial therapeutic target, which may aid in the design of disease-modifying therapeutics which induce long-term remission of food allergy in patients.

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 communication0.0000.001
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 head0.020
GPT teacher head0.242
Teacher spread0.222 · 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 routes1
Has abstractyes

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