Prenatal exposure to multiple organochlorine compounds and childhood body mass index

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• dc.contributor.author Colicino, Elena
• dc.contributor.author Margetaki, Katerina
• dc.contributor.author Valvi, Damaskini, 1983-
• dc.contributor.author Pedretti, Nicolo Foppa
• dc.contributor.author Stratakis, Nikos
• dc.contributor.author Vafeiadi, Marina, 1983-
• dc.contributor.author Roumeliotaki, Theano
• dc.contributor.author Kyrtopoulos, Sosterios A.
• dc.contributor.author Kiviranta, Hannu
• dc.contributor.author Stephanou, Euripides G.
• dc.contributor.author Kogevinas, Manolis
• dc.contributor.author McConnell, Rob
• dc.contributor.author Berhane, Kiros T.
• dc.contributor.author Chatzi, Leda
• dc.contributor.author Conti, David V.
• dc.date.accessioned 2022-11-28T08:00:49Z
• dc.date.available 2022-11-28T08:00:49Z
• dc.date.issued 2022
• dc.description.abstract Background: Prenatal exposure to organochlorine compounds (OCs) has been associated with increased childhood body mass index (BMI); however, only a few studies have focused on longitudinal BMI trajectories, and none of them used multiple exposure mixture approaches. Aim: To determine the association between in-utero exposure to eight OCs and childhood BMI measures (BMI and BMI z-score) at 4 years and their yearly change across 4-12 years of age in 279 Rhea child-mother dyads. Methods: We applied three approaches: (1) linear mixed-effect regressions (LMR) to associate individual compounds with BMI measures; (2) Bayesian weighted quantile sum regressions (BWQSR) to provide an overall OC mixture association with BMI measures; and (3)Bayesian varying coefficient kernel machine regressions (BVCKMR) to model nonlinear and nonadditive associations. Results: In the LMR, yearly change of BMI measures was consistently associated with a quartile increase in hexachlorobenzene (HCB) (estimate [95% Confidence or Credible interval] BMI: 0.10 [0.06, 0.14]; BMI z-score: 0.02 [0.01, 0.04]). BWQSR results showed that a quartile increase in mixture concentrations was associated with yearly increase of BMI measures (BMI: 0.10 [0.01, 0.18]; BMI z-score: 0.03 [0.003, 0.06]). In the BVCKMR, a quartile increase in dichlorodiphenyldichloroethylene concentrations was associated with higher BMI measures at 4 years (BMI: 0.33 [0.24, 0.43]; BMI z-score: 0.19 [0.15, 0.24]); whereas a quartile increase in HCB and polychlorinated biphenyls (PCB)-118 levels was positively associated with BMI measures yearly change (BMI: HCB:0.10 [0.07, 0.13], PCB-118:0.08 [0.04, 012]; BMI z-score: HCB:0.03 [0.02, 0.05], PCB-118:0.02 [0.002,04]). BVCKMR suggested that PCBs had nonlinear relationships with BMI measures, and HCB interacted with other compounds. Conclusions: All analyses consistently demonstrated detrimental associations between prenatal OC exposures and childhood BMI measures.
• dc.format.mimetype application/pdf
• dc.identifier.citation Colicino E, Margetaki K, Valvi D, Pedretti NF, Stratakis N, Vafeiadi M, Roumeliotaki T, Kyrtopoulos SA, Kiviranta H, Stephanou EG, Kogevinas M, McConnell R, Berhane KT, Chatzi L, Conti DV. Prenatal exposure to multiple organochlorine compounds and childhood body mass index. Environ Epidemiol. 2022 Apr 22;6(3):e201. DOI: 10.1097/EE9.0000000000000201
• dc.identifier.doi http://dx.doi.org/10.1097/EE9.0000000000000201
• dc.identifier.issn 2474-7882
• dc.identifier.uri http://hdl.handle.net/10230/55016
• dc.language.iso eng
• dc.publisher Wolters Kluwer (LWW)
• dc.relation.ispartof Environ Epidemiol. 2022 Apr 22;6(3):e201
• dc.rights © 2022 The Authors. Published by Wolters Kluwer Health, Inc. on behalf of The Environmental Epidemiology. This is an open-access article distributed under the terms of the Creative Commons Attribution-Non Commercial-No Derivatives License 4.0 (CCBY-NC-ND), where it is permissible to download and share the work provided it is properly cited. The work cannot be changed in any way or used commercially without permission from the journal.
• dc.rights.accessRights info:eu-repo/semantics/openAccess
• dc.rights.uri http://creativecommons.org/licenses/by-nc-nd/4.0/
• dc.subject.keyword Bayesian varying coefficient kernel machine regressions
• dc.subject.keyword Bayesian weighted quantile sum regressions
• dc.subject.keyword Body mass index
• dc.subject.keyword Chemical mixture
• dc.subject.keyword Organochlorine compounds
• dc.subject.keyword Outcome trajectories
• dc.title Prenatal exposure to multiple organochlorine compounds and childhood body mass index
• dc.type info:eu-repo/semantics/article
• dc.type.version info:eu-repo/semantics/publishedVersion