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Record W7161964907 · doi:10.82308/40435

Obesity and dietary transition and their correlates with fatty acids and desaturases in three distinct populations

2011· dissertation· en· W7161964907 on OpenAlexaboutno aff
Yuan Zhou

Bibliographic record

Venuenot available
Typedissertation
Languageen
FieldNursing
TopicFatty Acid Research and Health
Canadian institutionsnot available
Fundersnot available
KeywordsObesityAdipose tissueFatty acidDiabetes mellitusType 2 diabetesInsulinLipolysisEpidemiological transition

Abstract

fetched live from OpenAlex

Adipose tissue has long been considered to be inert fat mass, and only in recent years has it's role as an active endocrine organ been recognized. Evidence from animal models suggests that adiposity along with insulin and diet could be an independent regulator of desaturases, which are keys in the biosynthesis of unsaturated fatty acids. Few epidemiological studies, however, have been performed in terms of the impact of adiposity on desaturases. Among the existing studies, there was no examination of whether the regulation would be independent of insulin action and dietary intake. The dietary transition among Canadian Indigenous Peoples and the consequent health transition including the emergence of obesity, have been well documented; however, it is not known how dietary and metabolic changes might affect the status of highly unsaturated n-3 fatty acids (HUFA n-3) that are implicated to be protective against chronic disease risk.The thesis work is composed of three studies. Study 1: The fatty acid composition of fasting plasma from 178 apparently healthy female adolescents from a Montreal gestational diabetes cohort was analyzed. Independent of dietary saturated fatty acids (SFA) intake and the level of insulin resistance, adiposity was demonstrated to be positively predictive of ∆9. The activity of ∆9 was, in turn, positively correlated with fasting plasma triglycerides (TG) and apoliproprotein B (Apo B). Study 2: The fatty acid composition of erythrocyte membranes from fasting blood was assessed from 168 Cree adults living in a single Cree community in northern Québec who were participating in a diabetes screening program. Inter-generational differences existed in terms of HUFA n-3 status. Adiposity was significantly but inversely associated with ∆5. The latter relationship was also observed among Cree with impaired fasting glucose, among whom insulin resistance was not a significant predictor of ∆5. Study 3: The fatty acid composition of erythrocyte membranes from fasting blood was determined from 2200 Inuit adults from Nunatsiavut, Nunavut and Inuvialuit Settlement Region (ISR) participating the International Polar Year Inuit Health Survey. Biochemical measures including of hemoglobin, serum ferritin and C-reactive protein (CRP) from 1528 Inuit adults were examined. Pronounced inter-generational and regional differences across Canadian Arctic regions regarding HUFA n-3 status were observed among Inuit. HUFA n-3 status was inversely related to SFA and TFA status. Additionally, HUFA n-3 status was associated with the presence of iron deficiency (ID) among Inuit; however, only a weak correlation was demonstrated indicating the need for confirmatory studies. In summary, this thesis work involving both female adolescents and the Cree and Inuit adult population has indicated that adiposity plays a more direct role in regulating fatty acid metabolism than previously realized via the demonstration of strong independent associations of adiposity with ∆5 and ∆9 desaturase activities. In terms of the Canadian indigenous peoples, the adverse effects on n-3 fatty acid metabolism mediated by relatively high prevalence of obesity could exacerbate chronic disease risk along with the diminishing consumption of HUFA n-3 rich traditional foods.

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)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.229
Threshold uncertainty score0.456

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0010.001
Scholarly communication0.0010.000
Open science0.0010.001
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 head0.040
GPT teacher head0.293
Teacher spread0.253 · 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 designObservational
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
Published2011
Admission routes1
Has abstractyes

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