Prenatal Exposure to Chemical Mixtures and Cognitive Flexibility among Adolescents

被引:11
作者
Oppenheimer, Anna V. [1 ]
Bellinger, David C. [1 ,2 ]
Coull, Brent A. [1 ,3 ]
Weisskopf, Marc G. [1 ,4 ]
Korrick, Susan A. [1 ,5 ]
机构
[1] Harvard TH Chan Sch Publ Hlth, Dept Environm Hlth, Boston, MA 02115 USA
[2] Boston Childrens Hosp, Dept Psychiat, Boston, MA 02115 USA
[3] Harvard TH Chan Sch Publ Hlth, Dept Biostat, Boston, MA 02115 USA
[4] Harvard TH Chan Sch Publ Hlth, Dept Epidemiol, Boston, MA 02115 USA
[5] Harvard Med Sch, Brigham & Womens Hosp, Channing Div Network Med, Boston, MA 02115 USA
关键词
prenatal exposures; chemical mixtures; organochlorines; metals; cognitive flexibility; executive function; adolescent neurodevelopment; POLYCHLORINATED-BIPHENYLS; RESPONSE-INHIBITION; ARSENIC EXPOSURE; NEUROPSYCHOLOGICAL DEVELOPMENT; METHYLMERCURY EXPOSURE; MANGANESE EXPOSURE; PREGNANT-WOMEN; SUPERFUND SITE; CHILDREN; ATTENTION;
D O I
10.3390/toxics9120329
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Cognitive flexibility, the ability to smoothly adapt to changing circumstances, is a skill that is vital to higher-level executive functions such as problem-solving, planning, and reasoning. As it undergoes substantial development during adolescence, decrements in cognitive flexibility may not become apparent until this time. There is evidence that prenatal exposure to individual chemicals may adversely impact executive functions in children, but few studies have explored the association of co-exposure to multiple chemicals with cognitive flexibility specifically among adolescents. We investigated this association among a diverse group of adolescents living near a Superfund site in New Bedford, Massachusetts. Specifically, using Bayesian kernel machine regression (BKMR) and multivariable regression analyses, we investigated the association of biomarkers of prenatal exposure to organochlorines (DDE, HCB, PCBs) and metals (lead, manganese) with cognitive flexibility, measured with four subtests of the Delis-Kaplan Executive Function System. In BKMR models, we observed adverse joint associations of the chemical mixture with two of the four cognitive flexibility subtests. In covariate-adjusted linear regression models, a two-fold increase in cord blood Mn was associated with poorer performance on two of the subtests: Trail-Making (scaled score difference = -0.60; 95% CI: -1.16, -0.05 points) and Color-Word Interference (scaled score difference = -0.53; 95% CI: -1.08, 0.01 points). These adverse Mn-cognitive flexibility associations were supported by the results of the BKMR. There was little evidence of effect modification by sex and some evidence of effect modification by a measure of social disadvantage, particularly for the associations between HCB and cognitive flexibility. This study is among the first to provide evidence of an adverse association of prenatal exposure to a chemical mixture with cognitive flexibility in adolescence.
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页数:21
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