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Tolerogenic Immune Modifying Nanoparticles (TIMP) Encapsulating Multiple Diabetogenic Epitopes Prevent Onset of Type 1 Diabetes in NOD Mice

2022· article· en· W4313405889 on OpenAlexaff
Samantha Genardi, Joseph R. Podojil, Sandeep Kakade, Michael Boyne, Adam Elhofy, Stephen D. Miller

Bibliographic record

VenueThe Journal of Immunology · 2022
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicDiabetes and associated disorders
Canadian institutionsWestern University
Fundersnot available
KeywordsInsulitisNOD miceNodEpitopeT cellImmune systemIsletCD8BiologyPancreatic isletsCellImmunologyAntigenAutoimmunityChemistryEndocrinologyInsulinDiabetes mellitusBiochemistry

Abstract

fetched live from OpenAlex

Abstract Type 1 diabetes (T1D) is an autoimmune disease characterized by inflammatory lesions within islets (insulitis) and β cell loss which is associated T cell and B cell responses specific for pancreatic islet β cell proteins. Data show that treatment with poly(lactide-co-glycolide) (PLGA) nanoparticles (i.e. TIMP/COUR’s CNP) containing a single diabetogenic peptide blocks T1D induced by transfer of CD4+ BDC2.5 or CD8+ NY8.3 TCR transgenic T cells to NOD-scid mice. In contrast, Ag-specific tolerance approaches targeting single β-islet cell protein epitopes, e.g. GAD65 or Insulin, have failed to achieve efficacy in both wildtype NOD mice and clinical trials. The possibility exists that T1D initiation and progression is due to activation of T cell populations specific for multiple diabetogenic epitopes. To test this hypothesis, recombinant Chormogranin A, GAD65, and Insulin proteins were encapsulated within CNPs to assess Treg/Tr1 cell induction, inhibition of Ag-specific T cell responses, and blockade of T1D in NOD mice. While treatment of NOD mice with CNPs containing a single protein inhibited the corresponding Ag-specific T cell response, the inhibition of T1D development only occurred if all three diabetogenic proteins were included within the CNPs (CNP-T1D). CNP-T1D-induced blockade of T1D was characterized by Treg/Tr1 cell induction and a significant decrease in both peri-insulitis and immune cell infiltration into pancreatic islets. We have recently published that CNP treatment is both safe and induces Ag-specific tolerance in Phase I/IIa celiac disease clinical trials. Therefore, utilization of this technology including multiple diabetogenic proteins is a promising Ag-specific tolerance approach to T1D treatment.

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 score0.001
Threshold uncertainty score0.004

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.008
GPT teacher head0.222
Teacher spread0.213 · 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

Citations1
Published2022
Admission routes1
Has abstractyes

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