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Prospective association between dietary pesticide exposure profiles and type 2 diabetes risk in the NutriNet-Santé cohort
BACKGROUND: Studies focusing on dietary pesticides in population-based samples are scarce and little is known about potential mixture effects. We aimed to assess associations between dietary pesticide exposure profiles and Type 2 Diabetes (T2D) among NutriNet-Santé cohort participants. METHODS: Part...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9131692/ https://www.ncbi.nlm.nih.gov/pubmed/35614475 http://dx.doi.org/10.1186/s12940-022-00862-y |
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author | Rebouillat, Pauline Vidal, Rodolphe Cravedi, Jean-Pierre Taupier-Letage, Bruno Debrauwer, Laurent Gamet-Payrastre, Laurence Guillou, Hervé Touvier, Mathilde Fezeu, Léopold K. Hercberg, Serge Lairon, Denis Baudry, Julia Kesse-Guyot, Emmanuelle |
author_facet | Rebouillat, Pauline Vidal, Rodolphe Cravedi, Jean-Pierre Taupier-Letage, Bruno Debrauwer, Laurent Gamet-Payrastre, Laurence Guillou, Hervé Touvier, Mathilde Fezeu, Léopold K. Hercberg, Serge Lairon, Denis Baudry, Julia Kesse-Guyot, Emmanuelle |
author_sort | Rebouillat, Pauline |
collection | PubMed |
description | BACKGROUND: Studies focusing on dietary pesticides in population-based samples are scarce and little is known about potential mixture effects. We aimed to assess associations between dietary pesticide exposure profiles and Type 2 Diabetes (T2D) among NutriNet-Santé cohort participants. METHODS: Participants completed a Food Frequency Questionnaire at baseline, assessing conventional and organic food consumption. Exposures to 25 active substances used in European Union pesticides were estimated using the Chemisches und Veterinäruntersuchungsamt Stuttgart residue database accounting for farming practices. T2D were identified through several sources. Exposure profiles were established using Non-Negative Matrix Factorization (NMF), adapted for sparse data. Cox models adjusted for known confounders were used to estimate hazard ratios (HR) and 95% confidence interval (95% CI), for the associations between four NMF components, divided into quintiles (Q) and T2D risk. RESULTS: The sample comprised 33,013 participants aged 53 years old on average, including 76% of women. During follow-up (median: 5.95 years), 340 incident T2D cases were diagnosed. Positive associations were detected between NMF component 1 (reflecting highest exposure to several synthetic pesticides) and T2D risk on the whole sample: HR(Q5vsQ1) = 1.47, 95% CI (1.00, 2.18). NMF Component 3 (reflecting low exposure to several synthetic pesticides) was associated with a decrease in T2D risk, among those with high dietary quality only (high adherence to French dietary guidelines, including high plant foods consumption): HR(Q5vsQ1) = 0.31, 95% CI (0.10, 0.94). CONCLUSIONS: These findings suggest a role of dietary pesticide exposure in T2D risk, with different effects depending on which types of pesticide mixture participants are exposed to. These associations need to be confirmed in other types of studies and settings, and could have important implications for developing prevention strategies (regulation, dietary guidelines). TRIAL REGISTRATION: This study is registered in ClinicalTrials.gov (NCT03335644). SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12940-022-00862-y. |
format | Online Article Text |
id | pubmed-9131692 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-91316922022-05-26 Prospective association between dietary pesticide exposure profiles and type 2 diabetes risk in the NutriNet-Santé cohort Rebouillat, Pauline Vidal, Rodolphe Cravedi, Jean-Pierre Taupier-Letage, Bruno Debrauwer, Laurent Gamet-Payrastre, Laurence Guillou, Hervé Touvier, Mathilde Fezeu, Léopold K. Hercberg, Serge Lairon, Denis Baudry, Julia Kesse-Guyot, Emmanuelle Environ Health Research BACKGROUND: Studies focusing on dietary pesticides in population-based samples are scarce and little is known about potential mixture effects. We aimed to assess associations between dietary pesticide exposure profiles and Type 2 Diabetes (T2D) among NutriNet-Santé cohort participants. METHODS: Participants completed a Food Frequency Questionnaire at baseline, assessing conventional and organic food consumption. Exposures to 25 active substances used in European Union pesticides were estimated using the Chemisches und Veterinäruntersuchungsamt Stuttgart residue database accounting for farming practices. T2D were identified through several sources. Exposure profiles were established using Non-Negative Matrix Factorization (NMF), adapted for sparse data. Cox models adjusted for known confounders were used to estimate hazard ratios (HR) and 95% confidence interval (95% CI), for the associations between four NMF components, divided into quintiles (Q) and T2D risk. RESULTS: The sample comprised 33,013 participants aged 53 years old on average, including 76% of women. During follow-up (median: 5.95 years), 340 incident T2D cases were diagnosed. Positive associations were detected between NMF component 1 (reflecting highest exposure to several synthetic pesticides) and T2D risk on the whole sample: HR(Q5vsQ1) = 1.47, 95% CI (1.00, 2.18). NMF Component 3 (reflecting low exposure to several synthetic pesticides) was associated with a decrease in T2D risk, among those with high dietary quality only (high adherence to French dietary guidelines, including high plant foods consumption): HR(Q5vsQ1) = 0.31, 95% CI (0.10, 0.94). CONCLUSIONS: These findings suggest a role of dietary pesticide exposure in T2D risk, with different effects depending on which types of pesticide mixture participants are exposed to. These associations need to be confirmed in other types of studies and settings, and could have important implications for developing prevention strategies (regulation, dietary guidelines). TRIAL REGISTRATION: This study is registered in ClinicalTrials.gov (NCT03335644). SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12940-022-00862-y. BioMed Central 2022-05-25 /pmc/articles/PMC9131692/ /pubmed/35614475 http://dx.doi.org/10.1186/s12940-022-00862-y Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Rebouillat, Pauline Vidal, Rodolphe Cravedi, Jean-Pierre Taupier-Letage, Bruno Debrauwer, Laurent Gamet-Payrastre, Laurence Guillou, Hervé Touvier, Mathilde Fezeu, Léopold K. Hercberg, Serge Lairon, Denis Baudry, Julia Kesse-Guyot, Emmanuelle Prospective association between dietary pesticide exposure profiles and type 2 diabetes risk in the NutriNet-Santé cohort |
title | Prospective association between dietary pesticide exposure profiles and type 2 diabetes risk in the NutriNet-Santé cohort |
title_full | Prospective association between dietary pesticide exposure profiles and type 2 diabetes risk in the NutriNet-Santé cohort |
title_fullStr | Prospective association between dietary pesticide exposure profiles and type 2 diabetes risk in the NutriNet-Santé cohort |
title_full_unstemmed | Prospective association between dietary pesticide exposure profiles and type 2 diabetes risk in the NutriNet-Santé cohort |
title_short | Prospective association between dietary pesticide exposure profiles and type 2 diabetes risk in the NutriNet-Santé cohort |
title_sort | prospective association between dietary pesticide exposure profiles and type 2 diabetes risk in the nutrinet-santé cohort |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9131692/ https://www.ncbi.nlm.nih.gov/pubmed/35614475 http://dx.doi.org/10.1186/s12940-022-00862-y |
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