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Record W3033807376 · doi:10.2337/db19-44-lb

44-LB: Hypothalamic Glucocorticoid Action Regulates Lipid Metabolism

2019· article· en· W3033807376 on OpenAlexaboutno aff
M-J.D.V.B.A.D.C. Cardoso, Mark L. Wang, Emily Ling, Hongju Lee, Emilie Beaulieu-Bayne, Jessica T.Y. Yue

Bibliographic record

VenueDiabetes · 2019
Typearticle
Languageen
FieldMedicine
TopicDiet and metabolism studies
Canadian institutionsnot available
Fundersnot available
KeywordsEndocrinologyInternal medicineVery low-density lipoproteinGlucocorticoidChemistryBiologyCholesterolLipoproteinMedicine

Abstract

fetched live from OpenAlex

Aberrant lipid homeostasis is a feature of diabetes and obesity. This metabolic imbalance is associated with excessive levels and/or actions of glucocorticoids (GCs) and contributes to dyslipidemia including elevated hepatic triglyceride (TG)-rich very low-density lipoprotein (VLDL-TG) secretion. The mediobasal hypothalamus (MBH) is a nutrient and hormone sensing brain region that regulates whole-body lipid metabolism and VLDL-TG secretion. We aimed to assess GC action in the MBH in regulating VLDL-TG secretion in health and diet-induced hyperlipidemia. Sprague Dawley rats received stereotaxic MBH cannulation and vascular catheterizations to enable direct MBH infusions, intravenous injections, and blood sampling. Plasma TG levels and the rate VLDL-TG secretion were measured in 10h-fasted rats following intravenous poloxamer injection with concomitant MBH infusions. In healthy rats, direct MBH GC infusion increased VLDL-TG secretion compared to controls. MBH GC action is mediated via its receptor (GR) since mifepristone (GR antagonist) co-infusion, chronic inhibition of GRs in the MBH with GR shRNA, or inhibition of heat shock protein 90 (required for in vivo GR function) negated the MBH GC-induced increases in VLDL-TG secretion rate. High-fat diet-fed rats had both elevated basal plasma GC levels and hepatic TG secretion compared to healthy rats. Remarkably, chronic MBH GR loss-of-function lowered VLDL-TG secretion in high-fat diet-induced hyperlipidemic rats, independent of changes in body weight. Here, we provide novel in vivo evidence that MBH GC action modulates VLDL-TG secretion and suggest that blocking excessive GC action in the brain improves lipid homeostasis in diet-induced hyperlipidemic rats. These findings may provide insight on lowering lipid levels in diabetes and obesity. Disclosure M. Cardoso: None. M. Wang: None. E. Ling: None. H. Lee: None. E. Beaulieu-Bayne: None. J.T. Yue: None. Funding Diabetes Canada; Natural Sciences and Engineering Research Council of Canada; Canadian Lipoprotein Conference

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 score0.006
Threshold uncertainty score0.021

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
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)0.0060.002

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 head0.015
GPT teacher head0.251
Teacher spread0.236 · 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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