Prenatal exposure to mixtures of perand polyfluoroalkyl substances and organochlorines affects cognition in adolescence independent of postnatal exposure

被引:2
作者
Reimann, Brigitte [1 ]
Remy, Sylvie [2 ]
Koppen, Gudrun [2 ]
Schoeters, Greet [3 ]
Den Hond, Elly
Nelen, Vera [4 ]
Franken, Carmen [4 ]
Covaci, Adrian [3 ]
Bruckers, Liesbeth [5 ]
Baeyens, Willy [6 ]
Loots, Ilse [7 ]
van Larebeke, Nicolas [6 ,8 ]
Voorspoels, Stefan
De Henauw, Stefaan [9 ]
Nawrot, Tim S. [10 ]
Plusquin, Michelle [11 ]
机构
[1] Hasselt Univ, Ctr Environm Sci, B-3590 Diepenbeek, Belgium
[2] Vlaamse Inst Technol Onderzoek VITO, Environm Toxicol Unit, Mol, Belgium
[3] Univ Antwerp, Toxicol Ctr, Univ Pl 1, B-2610 Antwerp, Belgium
[4] Prov Inst Hyg, Kronenburgstr 45, B-2000 Antwerp, Belgium
[5] Hasselt Univ, Interuniv Inst Biostat & Stat Bioinformat, Data Sci Inst, BE-3590 Diepenbeek, Belgium
[6] Vrije Univ Brussel VUB, Dept Analyt Environm & Geochem AMGC, Pleinlaan 2, B-1050 Elsene, Belgium
[7] Univ Antwerp, Dept Sociol CRESC & IMDO, Sint Jacobstr 2, B-2000 Antwerp, Belgium
[8] Ghent Univ Hosp, Study Ctr Carcinogenesis & Primary Prevent Canc, De Pintelaan 185, B-9000 Ghent, Belgium
[9] Univ Ghent, Dept Publ Hlth & Primary Care, Ghent, Belgium
[10] Leuven Univ, Sch Publ Hlth Occupat & Environm Med, B-3000 Leuven, Belgium
[11] Hasselt Univ, Agoralaan Gebouw D, B-3590 Diepenbeek, Belgium
关键词
PFAS; Organochlorines; Mixture effects; Cognition; Prenatal; Adolescents; PERFLUOROOCTANE SULFONATE PFOS; PERSISTENT ORGANIC POLLUTANTS; ACTIVATED-RECEPTOR-GAMMA; POLYCHLORINATED-BIPHENYLS; DEVELOPMENTAL NEUROTOXICITY; NEURONAL DIFFERENTIATION; CHILDHOOD EXPOSURE; PLACENTAL-TRANSFER; NEONATAL EXPOSURE; AGES;
D O I
10.1016/j.ijheh.2024.114346
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
Background: Studies on cognitive and neurodevelopmental outcomes have shown inconsistent results regarding the association with prenatal exposure to perfluoroalkyl substance (PFAS) and organochlorines. Assessment of mixture effects of correlated chemical exposures that persist in later life may contribute to the unbiased evaluation and understanding of dose-response associations in real-life exposures. Methods: For a subset of the 4th Flemish Environment and Health Study (FLEHS), concentrations of four PFAS and six organochlorines were measured in respectively 99 and 153-160 cord plasma samples and 15 years later in adolescents' peripheral serum by Ultra Performance Liquid Chromatography-Tandem Mass Spectrometry (UPLC-MS/MS). Sustained and selective attention were measured at 14-15 years with the Continuous Performance Test (CPT) and Stroop Test as indicators of potential neurodevelopmental deficits. Quantile g -computation was applied to assess the joint associations between prenatal exposure to separate and combined groups of PFAS and organochlorines and performance in the CPT and Stroop Test at adolescence. Subsequently, individual effects of each chemical compound were analyzed in mixed effects models with two sets of covariates. Analytical data at birth and at the time of cognitive assessment allowed for off -setting postnatal exposure. Results: In mixtures analysis, a simultaneous one-quantile increase in the natural log-transformed values of PFAS and organochlorines combined was associated with a decrease in the mean reaction time (RT) and the reaction time variability (RTV) in the CPT (beta = -15.54, 95% CI: -29.64, -1.45, and beta = -7.82, 95% CI: -14.97, -0.67 respectively) and for the mixture of PFAS alone with RT (beta = -11.94, 95% CI: -23.29, -0.60). In the single pollutant models, these results were confirmed for the association between perfluorohexanesulfonate (PFHxS) with RT (beta = -17.95, 95% CI = -33.35, -2.69) and hexachlorobenzene with RTV in the CPT (beta = -5.78, 95% CI: -10.39, -0.76). Furthermore, the participants with prenatal exposure above the limit of quantification for perfluorononanoic acid (PFNA) had a significantly shorter RT and RTV in the CPT (beta = -23.38, 95% CI: -41.55, -5.94, and beta = -9.54, 95% CI: -19.75, -0.43, respectively). Conclusion: Higher prenatal exposure to a PFAS mixture and a mixture of PFAS and organochlorines combined was associated with better sustained and selective attention during adolescence. The associations seemed to be driven by PFHxS and were not linked to exposure levels at the time of assessment.
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页数:11
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共 97 条
[51]   Effect of Endocrine Disruptor Pesticides: A Review [J].
Mnif, Wissem ;
Hassine, Aziza Ibn Hadj ;
Bouaziz, Aicha ;
Bartegi, Aghleb ;
Thomas, Olivier ;
Roig, Benoit .
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2011, 8 (06) :2265-2303
[52]   Prenatal Exposure to Chemical Mixtures and Cognitive Flexibility among Adolescents [J].
Oppenheimer, Anna V. ;
Bellinger, David C. ;
Coull, Brent A. ;
Weisskopf, Marc G. ;
Korrick, Susan A. .
TOXICS, 2021, 9 (12)
[53]   Birth Outcomes in Relation to Prenatal Exposure to Per- and Polyfluoroalkyl Substances and Stress in the Environmental Influences on Child Health Outcomes (ECHO) Program [J].
Padula, Amy M. ;
Ning, Xuejuan ;
Bakre, Shivani ;
Barrett, Emily S. ;
Bastain, Tracy ;
Bennett, Deborah H. ;
Bloom, Michael S. ;
Breton, Carrie V. ;
Dunlop, Anne L. ;
Eick, Stephanie M. ;
Ferrara, Assiamira ;
Fleisch, Abby ;
Geiger, Sarah ;
Goin, Dana E. ;
Kannan, Kurunthachalam ;
Karagas, Margaret R. ;
Korrick, Susan ;
Meeker, John D. ;
Morello-Frosch, Rachel ;
O'Connor, Thomas G. ;
Oken, Emily ;
Robinson, Morgan ;
Romano, Megan E. ;
Schantz, Susan L. ;
Schmidt, Rebecca J. ;
Starling, Anne P. ;
Zhu, Yeyi ;
Hamra, Ghassan B. ;
Woodruff, Tracey J. .
ENVIRONMENTAL HEALTH PERSPECTIVES, 2023, 131 (03)
[54]   Polychlorinated biphenyls and links to cardiovascular disease [J].
Perkins, Jordan T. ;
Petriello, Michael C. ;
Newsome, Bradley J. ;
Hennig, Bernhard .
ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2016, 23 (03) :2160-2172
[55]   Exposure to hexachlorobenzene during pregnancy and children's social behavior at 4 years of age [J].
Ribas-Fito, Nuria ;
Torrent, Maties ;
Carrizo, Daniel ;
Julvez, Jordi ;
Grimalt, Joan O. ;
Sunyer, Jordi .
ENVIRONMENTAL HEALTH PERSPECTIVES, 2007, 115 (03) :447-450
[56]   SUSTAINED AND SELECTIVE ATTENTION IN CHILDREN WITH LEARNING-DISABILITIES [J].
RICHARDS, GP ;
SAMUELS, SJ ;
TURNURE, JE ;
YSSELDYKE, JE .
JOURNAL OF LEARNING DISABILITIES, 1990, 23 (02) :129-136
[57]   PFAS levels and determinants of variability in exposure in European teenagers - Results from the HBM4EU aligned studies (2014-2021) [J].
Richterova, D. ;
Govarts, E. ;
Fabelova, L. ;
Rausova, K. ;
Martin, L. Rodriguez ;
Gilles, L. ;
Remy, S. ;
Colles, A. ;
Rambaud, L. ;
Riou, M. ;
Gabriel, C. ;
Sarigiannis, D. ;
Pedraza-Diaz, S. ;
Ramos, J. J. ;
Kosjek, T. ;
Tratnik, J. Snoj ;
Lignell, S. ;
Gyllenhammar, I ;
Thomsen, C. ;
Haug, L. S. ;
Kolossa-Gehring, M. ;
Vogel, N. ;
Franken, C. ;
Vanlarebeke, N. ;
Bruckers, L. ;
Stewart, L. ;
Sepai, O. ;
Schoeters, G. ;
Uhl, M. ;
Castano, A. ;
Lopez, M. Esteban ;
Goeen, T. ;
Murinova, L' Palkovicova .
INTERNATIONAL JOURNAL OF HYGIENE AND ENVIRONMENTAL HEALTH, 2023, 247
[58]   The Pregnancy Exposome: Multiple Environmental Exposures in the INMA-Sabadell Birth Cohort [J].
Robinson, Oliver ;
Basagana, Xavier ;
Agier, Lydiane ;
de Castro, Montserrat ;
Hernandez-Ferrer, Carles ;
Gonzalez, Juan R. ;
Grimalt, Joan O. ;
Nieuwenhuijsen, Mark ;
Sunyer, Jordi ;
Slama, Remy ;
Vrijheid, Martine .
ENVIRONMENTAL SCIENCE & TECHNOLOGY, 2015, 49 (17) :10632-10641
[59]   Prenatal exposure to a mixture of organochlorines and metals and internalizing symptoms in childhood and adolescence [J].
Rokoff, Lisa B. ;
Shoaff, Jessica R. ;
Coull, Brent A. ;
Enlow, Michelle Bosquet ;
Bellinger, David C. ;
Korrick, Susan A. .
ENVIRONMENTAL RESEARCH, 2022, 208
[60]   Gestational per- and polyfluoroalkyl substances exposure and infant body mass index trajectory in the New Hampshire Birth Cohort Study br [J].
Romano, Megan E. ;
Heggeseth, Brianna C. ;
Gallagher, Lisa G. ;
Botelho, Julianne Cook ;
Calafat, Antonia M. ;
Gilbert-Diamond, Diane ;
Karagas, Margaret R. .
ENVIRONMENTAL RESEARCH, 2022, 215