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Enregistrement W7028615745

Examining Relationships between Pb and Nutrient Intake and Sources of Pb in the Sahtú, NWT

2022· dissertation· en· W7028615745 sur OpenAlexaboutno aff

Notice bibliographique

RevueUWSpace (University of Waterloo) · 2022
Typedissertation
Langueen
DomaineEnvironmental Science
ThématiqueHeavy Metal Exposure and Toxicity
Établissements canadiensnon disponible
Organismes subventionnairesnon disponible
Mots-clésBiomonitoringSubarctic climatePopulationNutrientIndigenousAlcohol consumption
DOInon disponible

Résumé

récupéré en direct d'OpenAlex

Background: \nThe Sahtú is a subarctic region located in the Northwest Territories, Canada. It is comprised of five remote communities, with a total population of approximately 2600 people. Over 75% of the total population is Indigenous, with the largest group being Dene First Nation. Previous human biomonitoring work in the region had indicated lead (Pb) levels in both blood and urine were higher when compared to both the neighbouring Dehcho region, and the general Canadian population. \nPb is an element that is toxic to humans in high concentrations. Pb is commonly absorbed through inhalation, ingestion, and dermal exposure, and is distributed in bone and blood. Negative health implications related to chronic exposure include neurological, cardiovascular, and renal impacts. Pb is still widespread in environmental media including soil, air, and water, from anthropogenic releases into the environment, as well as use in industry and hobbies. Specific to the Northern Canada, diet, and hunting practices, such as the use of Pb ammunition, are key routes of exposure. \n \nMethods: \nUsing data collected from the biomonitoring project, and supplemental analysis on biobanked blood samples, statistical analysis to determine the correlations and associations between nutrient biomarkers and Pb was conducted. Nonparametric and parametric correlations were conducted between age, BMI, sex, smoking status, alcohol consumption status, zinc, iron, vitamin D with Pb, followed by multivariate linear regression. Nutritional levels of zinc, iron, and vitamin D were assessed and compared to national averages and deficiency thresholds. \n \nAn exposure survey adapted for northern Canadian Indigenous populations was developed through supplementing and adapting questions collated from existing tools and information from a literature review. The survey was piloted, and feedback was gathered from community members after interviews with research team members. The survey was finalized and ready for future implementation. \n \nResults: \n128 biobanked blood samples were used for analysis. Geometric mean values for blood Pb in the Sahtú were 2.3 ug/dL, which were more than twice higher than those in the Dehcho (1.1 ug/dL) and almost twice higher than the Canadian population (1.2 ug/dL). Non-parametric and parametric testing indicated positive correlations existed between age, vitamin D, and zinc, with Pb, and mean differences existed across sex. A linear regression model was created using age, sex, smoking status, and zinc levels as explanatory variables. Comparison of Akaike information criterion (AIC) and R2 values indicated it was the best model at exploring Pb values. \n \nAverages for all nutritional biomarkers, zinc, iron, and vitamin D, were lower in the Sahtú population compared to the Canadian Health Measures Survey. Based on nutritional thresholds, 10% of adults and 27% of children had probable zinc deficiency, 19% adults and 18% children had probable iron deficiency, and 69% of adults and 100% of children had probable vitamin D deficiency. \n \nThe development process of the survey resulted in a draft survey with 62 total questions across five sections: socio-demographic, harvesting practices and food preparation, other Pb exposure determinants, and symptoms of Pb poisoning and a supplementary 12 questions in an option hunter only sections. A total of six participants from the community assisted in the feedback gathering through remote interviews indicating change was necessary to 43.5% of questions. During the finalization process, 66/74 existing questions were changed, and or adapted, and the survey was finalized to a total of 63 + 12 questions in five sections. \n \nConclusions: \nPositive correlations between Pb and nutritional biomarkers were contrary to what was found in literature. These results may point towards a shared exposure and intake pathway. A possible pathway by which this occurs is the consumption of traditional food which is hunted with Pb ammunition. The development of an adapted and specific exposure survey to Pb in a Northern Indigenous context was vital towards the future implementation of the survey, and towards assessing Pb exposure within the region. Future work into assessing other routes of exposure to Pb in the community is recommended.

Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.

Comment cette classification a été obtenuedéplier

Prédiction machine sur la base complète

Imitation des enseignants

Ni prévalence calibrée, ni vérité terrain. Validation humaine à venir. Le volet Gemma est une étiquette directe du modèle pour chaque travail de la base, lue sur la notice réduite au titre. Le volet Codex est un classifieur appris des 10 348 étiquettes directes de Codex et calibré sur les taux pondérés de l'échantillon; les champs sans appui suffisant ne portent aucun appel Codex. Le mode candidate est l'union des deux volets; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont pas des étiquettes humaines.

score de la tête « metaresearch » (Codex)0,000
score de la tête « metaresearch » (Gemma)0,001
Version: metacan-v3-hybrid-931329e0061cStatut de validation: machine_predicted_unvalidated
Catégories candidatesaucune
Catégories consensuellesaucune
DomaineSignal candidat: aucune · Signal consensuel: aucune
Devis d'étudeSignal candidat: Observationnel · Signal consensuel: Observationnel
GenreSignal candidat: Empirique · Signal consensuel: Empirique
Score de désaccord entre enseignants0,382
Score d'incertitude au seuil0,769

Scores du classifieur distillé par catégorie (deux têtes)

CatégorieCodexGemma
Métarecherche0,0000,001
Méta-épidémiologie (sens strict)0,0000,000
Méta-épidémiologie (sens large)0,0000,000
Bibliométrie0,0010,002
Études des sciences et des technologies0,0010,000
Communication savante0,0000,000
Science ouverte0,0010,001
Intégrité de la recherche0,0000,000
Charge utile insuffisante (le modèle a refusé de juger)0,0010,000

Scores machine (provisoires)

Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.

Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.

Tête enseignante Opus0,026
Tête enseignante GPT0,207
Écart entre enseignants0,181 · la distance entre les deux têtes enseignantes sur ce seul travail
Statut de validationscore_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découle

Classification

machine, non validée

Prédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.

Les modèles n’ont appliqué aucune catégorie : rien dans la taxonomie ne correspondait à ce travail.
Devis d'étudeObservationnel
Domainenon disponible
GenreEmpirique

Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».

En bref

Citations0
Publié2022
Routes d'admission1
Résumé présentoui

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