Cargando…
Examining environmental contaminant mixtures among adults with type 2 diabetes in the Cree First Nation communities of Eeyou Istchee, Canada
Type 2 diabetes mellitus (T2DM) disproportionately affects Indigenous populations. It is possible that exposure to complex mixtures of environmental contaminants contribute to T2DM development. This study examined the association between complex environmental contaminant mixtures and T2DM among Cana...
Autores principales: | , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2019
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6828760/ https://www.ncbi.nlm.nih.gov/pubmed/31685843 http://dx.doi.org/10.1038/s41598-019-52200-x |
_version_ | 1783465421273300992 |
---|---|
author | Zuk, Aleksandra M. Tsuji, Leonard J. S. Nieboer, Evert Martin, Ian D. Liberda, Eric N. |
author_facet | Zuk, Aleksandra M. Tsuji, Leonard J. S. Nieboer, Evert Martin, Ian D. Liberda, Eric N. |
author_sort | Zuk, Aleksandra M. |
collection | PubMed |
description | Type 2 diabetes mellitus (T2DM) disproportionately affects Indigenous populations. It is possible that exposure to complex mixtures of environmental contaminants contribute to T2DM development. This study examined the association between complex environmental contaminant mixtures and T2DM among Canadian Indigenous communities from the Eeyou Istchee territory, Quebec, Canada. Using data from the cross-sectional Multi-Community Environment-and-Health Study (2005–2009) Principal Component Analysis (PCA) was used to reduce the dimensionality of the following contaminants: 9-polychlorinated biphenyl congeners; 7-organic pesticides; and 4-metal/metalloids. Following this data reduction technique, we estimated T2DM prevalence ratios (PR) and 95% confidence intervals using modified Poisson regression with robust error variance across derived principal components, adjusting for a priori covariates. For both First Nation adult males (n = 303) and females (n = 419), factor loadings showed dichlorodiphenyltrichloroethane (DDT) and lead (Pb) highly loaded on the second principal component (PC) axis: DDT negatively loaded, and Pb positively loaded. T2DM was significantly associated with PC-2 across all adjusted models. Because PCA produces orthogonal axes, increasing PC-2 scores in the fully adjusted model for females and males showed (PR = 0.84; 95% CI 0.72, 0.98) and (PR = 0.78; 95% CI 0.62, 0.98), respectively. This cross-sectional study suggests that our observed association with T2DM is the result of DDT, and less likely the result of Pb exposure. Further, detectable levels of DDT among individuals may possibly contribute to disease etiology. |
format | Online Article Text |
id | pubmed-6828760 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-68287602019-11-12 Examining environmental contaminant mixtures among adults with type 2 diabetes in the Cree First Nation communities of Eeyou Istchee, Canada Zuk, Aleksandra M. Tsuji, Leonard J. S. Nieboer, Evert Martin, Ian D. Liberda, Eric N. Sci Rep Article Type 2 diabetes mellitus (T2DM) disproportionately affects Indigenous populations. It is possible that exposure to complex mixtures of environmental contaminants contribute to T2DM development. This study examined the association between complex environmental contaminant mixtures and T2DM among Canadian Indigenous communities from the Eeyou Istchee territory, Quebec, Canada. Using data from the cross-sectional Multi-Community Environment-and-Health Study (2005–2009) Principal Component Analysis (PCA) was used to reduce the dimensionality of the following contaminants: 9-polychlorinated biphenyl congeners; 7-organic pesticides; and 4-metal/metalloids. Following this data reduction technique, we estimated T2DM prevalence ratios (PR) and 95% confidence intervals using modified Poisson regression with robust error variance across derived principal components, adjusting for a priori covariates. For both First Nation adult males (n = 303) and females (n = 419), factor loadings showed dichlorodiphenyltrichloroethane (DDT) and lead (Pb) highly loaded on the second principal component (PC) axis: DDT negatively loaded, and Pb positively loaded. T2DM was significantly associated with PC-2 across all adjusted models. Because PCA produces orthogonal axes, increasing PC-2 scores in the fully adjusted model for females and males showed (PR = 0.84; 95% CI 0.72, 0.98) and (PR = 0.78; 95% CI 0.62, 0.98), respectively. This cross-sectional study suggests that our observed association with T2DM is the result of DDT, and less likely the result of Pb exposure. Further, detectable levels of DDT among individuals may possibly contribute to disease etiology. Nature Publishing Group UK 2019-11-04 /pmc/articles/PMC6828760/ /pubmed/31685843 http://dx.doi.org/10.1038/s41598-019-52200-x Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Zuk, Aleksandra M. Tsuji, Leonard J. S. Nieboer, Evert Martin, Ian D. Liberda, Eric N. Examining environmental contaminant mixtures among adults with type 2 diabetes in the Cree First Nation communities of Eeyou Istchee, Canada |
title | Examining environmental contaminant mixtures among adults with type 2 diabetes in the Cree First Nation communities of Eeyou Istchee, Canada |
title_full | Examining environmental contaminant mixtures among adults with type 2 diabetes in the Cree First Nation communities of Eeyou Istchee, Canada |
title_fullStr | Examining environmental contaminant mixtures among adults with type 2 diabetes in the Cree First Nation communities of Eeyou Istchee, Canada |
title_full_unstemmed | Examining environmental contaminant mixtures among adults with type 2 diabetes in the Cree First Nation communities of Eeyou Istchee, Canada |
title_short | Examining environmental contaminant mixtures among adults with type 2 diabetes in the Cree First Nation communities of Eeyou Istchee, Canada |
title_sort | examining environmental contaminant mixtures among adults with type 2 diabetes in the cree first nation communities of eeyou istchee, canada |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6828760/ https://www.ncbi.nlm.nih.gov/pubmed/31685843 http://dx.doi.org/10.1038/s41598-019-52200-x |
work_keys_str_mv | AT zukaleksandram examiningenvironmentalcontaminantmixturesamongadultswithtype2diabetesinthecreefirstnationcommunitiesofeeyouistcheecanada AT tsujileonardjs examiningenvironmentalcontaminantmixturesamongadultswithtype2diabetesinthecreefirstnationcommunitiesofeeyouistcheecanada AT nieboerevert examiningenvironmentalcontaminantmixturesamongadultswithtype2diabetesinthecreefirstnationcommunitiesofeeyouistcheecanada AT martiniand examiningenvironmentalcontaminantmixturesamongadultswithtype2diabetesinthecreefirstnationcommunitiesofeeyouistcheecanada AT liberdaericn examiningenvironmentalcontaminantmixturesamongadultswithtype2diabetesinthecreefirstnationcommunitiesofeeyouistcheecanada |