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Record W2948581450 · doi:10.2337/db19-2472-pub

2472-PUB: JNK1 Plays a Causal Role in Palmitate-induced ß-Cell Dysfunction In Vivo

2019· article· en· W2948581450 on OpenAlexaboutno aff
Justin Hou Ming Yung, Lucy Shu Nga Yeung, Ashraf Nahle, Khajag Koulajian, Adria Giacca

Bibliographic record

VenueDiabetes · 2019
Typearticle
Languageen
FieldMedicine
TopicPancreatic function and diabetes
Canadian institutionsnot available
Fundersnot available
KeywordsInternal medicineEndocrinologyIn vivoInsulinEx vivoOxidative stressSecretionChemistryKinaseBiologyMedicineBiochemistry

Abstract

fetched live from OpenAlex

In obesity, chronically elevated circulating free fatty acids (FFA) potentially cause ß-cell dysfunction which leads to type 2 diabetes (T2D). In vitro data have identified various cellular mechanisms leading to FFA-induced ß-cell dysfunction including activation of inflammatory kinase c-Jun N-terminal kinase (JNK). In the ß-cell, JNK1 responds to oxidative stress or ER stress, which can both be caused by FFA. Previous in vitro studies from our group have demonstrated that islets of JNK1-null mice are protected from the effect of palmitate but not oleate on inducing ß-cell dysfunction, suggesting that activation of JNK1 is specific to saturated FFA. Thus, we hypothesized that saturated FFA-induced ß-cell dysfunction is mediated in part by JNK. Due to its detergent effects, palmitate cannot be infused directly into circulation. Thus, ethylpalmitate was used, as the ethyl group reduces the toxic effect. Mice can hydrolyze the ethyl group in circulation, producing palmitate and ethanol. JNK1-null (KO) mice and their littermate controls (WT) were infused with ethylpalmitate or ethanol vehicle for 48 hours, after which their pancreatic islets were isolated for ex vivo determination of insulin secretion. We confirmed that ethylpalmitate infusion does significantly increase plasma FFA as compared to vehicle infusion. We found that WT mice infused with ethylpalmitate demonstrated significantly decreased insulin secretion as compared with WT mice infused with vehicle, whereas JNK1-null mice infused with ethylpalmitate had similar insulin secretion as controls. These data suggest that JNK1 plays a causal role in saturated FFA-induced ß-cell dysfunction in vivo. Disclosure J. Yung: None. L. Yeung: None. A. Nahle: None. K. Koulajian: None. A. Giacca: Research Support; Self; Jazz Pharmaceuticals. Funding Canadian Institutes of Health Research

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)0.001
metaresearch head score (Gemma)0.001
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 score0.272
Threshold uncertainty score0.911

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.001
Science and technology studies0.0010.001
Scholarly communication0.0020.002
Open science0.0010.001
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.2720.124

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 head0.010
GPT teacher head0.223
Teacher spread0.212 · 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
Published2019
Admission routes1
Has abstractyes

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