The Relationship between Persistent Organic Pollutants Exposure and Type 2 Diabetes among First Nations in Ontario and Manitoba, Canada: A Difference in Difference Analysis

We previously studied the association between fish consumption and prevalence of type 2 diabetes (T2D) in Manitoba and Ontario First Nations (FNs), Canada and found different results. In this study, we used a difference in difference model to analyze the data. Dietary and health data from the First...

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Published in:International Journal of Environmental Research and Public Health
Main Authors: Lesya Marushka, Xuefeng Hu, Malek Batal, Tonio Sadik, Harold Schwartz, Amy Ing, Karen Fediuk, Constantine Tikhonov, Hing Man Chan
Format: Article in Journal/Newspaper
Language:English
Published: MDPI AG 2018
Subjects:
R
Online Access:https://doi.org/10.3390/ijerph15030539
https://doaj.org/article/432ae6261ab648c2b09ccf2e4982242c
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spelling ftdoajarticles:oai:doaj.org/article:432ae6261ab648c2b09ccf2e4982242c 2023-05-15T16:15:05+02:00 The Relationship between Persistent Organic Pollutants Exposure and Type 2 Diabetes among First Nations in Ontario and Manitoba, Canada: A Difference in Difference Analysis Lesya Marushka Xuefeng Hu Malek Batal Tonio Sadik Harold Schwartz Amy Ing Karen Fediuk Constantine Tikhonov Hing Man Chan 2018-03-01T00:00:00Z https://doi.org/10.3390/ijerph15030539 https://doaj.org/article/432ae6261ab648c2b09ccf2e4982242c EN eng MDPI AG http://www.mdpi.com/1660-4601/15/3/539 https://doaj.org/toc/1660-4601 1660-4601 doi:10.3390/ijerph15030539 https://doaj.org/article/432ae6261ab648c2b09ccf2e4982242c International Journal of Environmental Research and Public Health, Vol 15, Iss 3, p 539 (2018) persistent organic pollutants type 2 diabetes fish consumption difference in difference model long chain n-3 fatty acids First Nations Medicine R article 2018 ftdoajarticles https://doi.org/10.3390/ijerph15030539 2022-12-31T13:22:05Z We previously studied the association between fish consumption and prevalence of type 2 diabetes (T2D) in Manitoba and Ontario First Nations (FNs), Canada and found different results. In this study, we used a difference in difference model to analyze the data. Dietary and health data from the First Nations Food Nutrition and Environment Study, a cross-sectional study of 706 Manitoba and 1429 Ontario FNs were analyzed. The consumption of fish was estimated using a food frequency questionnaire. Fish samples were analyzed for dichloro diphenyldichloro ethylene (DDE) and polychlorinated biphenyls (PCBs) content. Difference in difference model results showed that persistent organic pollutant (POP) exposure was positively associated with T2D in a dose-response manner. Stronger positive associations were found among females (OR = 14.96 (3.72–60.11)) than in males (OR = 2.85 (1.14–8.04)). The breakpoints for DDE and PCB intake were 2.11 ng/kg/day and 1.47 ng/kg/day, respectively. Each further 1 ng/kg/day increase in DDE and PCB intake increased the risk of T2D with ORs 2.29 (1.26–4.17) and 1.44 (1.09–1.89), respectively. Our findings suggest that the balance of risk and benefits associated with fish consumption is highly dependent on the regional POP concentrations in fish. Article in Journal/Newspaper First Nations Directory of Open Access Journals: DOAJ Articles Canada International Journal of Environmental Research and Public Health 15 3 539
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic persistent organic pollutants
type 2 diabetes
fish consumption
difference in difference model
long chain n-3 fatty acids
First Nations
Medicine
R
spellingShingle persistent organic pollutants
type 2 diabetes
fish consumption
difference in difference model
long chain n-3 fatty acids
First Nations
Medicine
R
Lesya Marushka
Xuefeng Hu
Malek Batal
Tonio Sadik
Harold Schwartz
Amy Ing
Karen Fediuk
Constantine Tikhonov
Hing Man Chan
The Relationship between Persistent Organic Pollutants Exposure and Type 2 Diabetes among First Nations in Ontario and Manitoba, Canada: A Difference in Difference Analysis
topic_facet persistent organic pollutants
type 2 diabetes
fish consumption
difference in difference model
long chain n-3 fatty acids
First Nations
Medicine
R
description We previously studied the association between fish consumption and prevalence of type 2 diabetes (T2D) in Manitoba and Ontario First Nations (FNs), Canada and found different results. In this study, we used a difference in difference model to analyze the data. Dietary and health data from the First Nations Food Nutrition and Environment Study, a cross-sectional study of 706 Manitoba and 1429 Ontario FNs were analyzed. The consumption of fish was estimated using a food frequency questionnaire. Fish samples were analyzed for dichloro diphenyldichloro ethylene (DDE) and polychlorinated biphenyls (PCBs) content. Difference in difference model results showed that persistent organic pollutant (POP) exposure was positively associated with T2D in a dose-response manner. Stronger positive associations were found among females (OR = 14.96 (3.72–60.11)) than in males (OR = 2.85 (1.14–8.04)). The breakpoints for DDE and PCB intake were 2.11 ng/kg/day and 1.47 ng/kg/day, respectively. Each further 1 ng/kg/day increase in DDE and PCB intake increased the risk of T2D with ORs 2.29 (1.26–4.17) and 1.44 (1.09–1.89), respectively. Our findings suggest that the balance of risk and benefits associated with fish consumption is highly dependent on the regional POP concentrations in fish.
format Article in Journal/Newspaper
author Lesya Marushka
Xuefeng Hu
Malek Batal
Tonio Sadik
Harold Schwartz
Amy Ing
Karen Fediuk
Constantine Tikhonov
Hing Man Chan
author_facet Lesya Marushka
Xuefeng Hu
Malek Batal
Tonio Sadik
Harold Schwartz
Amy Ing
Karen Fediuk
Constantine Tikhonov
Hing Man Chan
author_sort Lesya Marushka
title The Relationship between Persistent Organic Pollutants Exposure and Type 2 Diabetes among First Nations in Ontario and Manitoba, Canada: A Difference in Difference Analysis
title_short The Relationship between Persistent Organic Pollutants Exposure and Type 2 Diabetes among First Nations in Ontario and Manitoba, Canada: A Difference in Difference Analysis
title_full The Relationship between Persistent Organic Pollutants Exposure and Type 2 Diabetes among First Nations in Ontario and Manitoba, Canada: A Difference in Difference Analysis
title_fullStr The Relationship between Persistent Organic Pollutants Exposure and Type 2 Diabetes among First Nations in Ontario and Manitoba, Canada: A Difference in Difference Analysis
title_full_unstemmed The Relationship between Persistent Organic Pollutants Exposure and Type 2 Diabetes among First Nations in Ontario and Manitoba, Canada: A Difference in Difference Analysis
title_sort relationship between persistent organic pollutants exposure and type 2 diabetes among first nations in ontario and manitoba, canada: a difference in difference analysis
publisher MDPI AG
publishDate 2018
url https://doi.org/10.3390/ijerph15030539
https://doaj.org/article/432ae6261ab648c2b09ccf2e4982242c
geographic Canada
geographic_facet Canada
genre First Nations
genre_facet First Nations
op_source International Journal of Environmental Research and Public Health, Vol 15, Iss 3, p 539 (2018)
op_relation http://www.mdpi.com/1660-4601/15/3/539
https://doaj.org/toc/1660-4601
1660-4601
doi:10.3390/ijerph15030539
https://doaj.org/article/432ae6261ab648c2b09ccf2e4982242c
op_doi https://doi.org/10.3390/ijerph15030539
container_title International Journal of Environmental Research and Public Health
container_volume 15
container_issue 3
container_start_page 539
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