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Record W2304260845 · doi:10.1161/atvb.34.suppl_1.670

Abstract 670: A Metabolic Approach to Examining the Hexosamine Biosynthetic Pathway and Its Role in the Development of Diabetes-Associated Atherosclerosis

2014· article· en· W2304260845 on OpenAlexaff
Christina Petlura, Lisa Walter, Geoff H. Werstuck

Bibliographic record

VenueArteriosclerosis Thrombosis and Vascular Biology · 2014
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicCancer, Hypoxia, and Metabolism
Canadian institutionsMcMaster University
Fundersnot available
KeywordsGlutamine amidotransferaseGlutamineInternal medicineEndocrinologyDiabetes mellitusChemistryAlloxanFlux (metallurgy)BiochemistryPharmacologyMedicineAmino acid

Abstract

fetched live from OpenAlex

Introduction: Diabetes is a disease affecting millions of people worldwide, and is a major independent risk factor for cardiovascular disease (CVD). Despite a vast amount of research, the molecular mechanisms that link diabetes to CVD are not well understood. Current evidence suggests that increased flux through the hexosamine biosynthetic pathway (HBP) contributes to the development of hyperglycemia-associated diabetic complications. Our data suggest that increased HBP flux can induce vascular ER stress and accelerate atherogenesis in a mouse model. We hypothesized that this process can be attenuated by inhibiting the first and rate-limiting enzyme in the HBP - glutamine fructose-6-phosphate amidotransferase (GFAT) - using small molecules. Methods and Results: Using high-performance liquid chromatography coupled to mass spectrometry (HPLC-MS) we have developed a methodology to monitor and quantify the levels of the end product of the HBP, uridine diphosphate N -acetylglucosamine (UDP-GlcNAc). Treatment of HepG2 cells with glucosamine (0.2-5 mM), or adenovirus-directed overexpression of GFAT caused a 3-7 fold increase in UDP-GlcNAc ( P< 0.001 & P< 0.05, respectively). Inhibition of GFAT with three novel compounds - amrinone, lapachol or alloxan - decreased levels of UDP-GlcNAc by 1.5 ( P< 0.05), 3 ( P< 0.05) and 3.5-fold ( P< 0.001), respectively. Furthermore, we show that by modulating HBP flux, we can regulate ER stress levels in cultured HepG2 cells. The physiological relevance of this mechanism is supported by evidence of HBP augmentation in a hyperglycemic mouse model. Conclusions: These results support a role for the HBP in the development of atherosclerosis. Currently, MALDI imaging mass spectrometry is being performed on tissue sections to compare the levels of UDP-GlcNAc directly in hyperglycemic vs. normoglycemic mice. These studies may lead to the identification and validation of novel targets for the development of new pharmaceuticals to prevent diabetic atherosclerosis.

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 score0.004
Threshold uncertainty score0.012

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 integrity0.0000.001
Insufficient payload (model declined to judge)0.0040.001

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 head0.031
GPT teacher head0.242
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 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
Published2014
Admission routes1
Has abstractyes

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