Abstract
Background
Air pollution exposure during fetal life has been related to impaired child neurodevelopment,
but it is unclear if brain structural alterations underlie this association. The authors
assessed whether air pollution exposure during fetal life alters brain morphology
and whether these alterations mediate the association between air pollution exposure
during fetal life and cognitive function in school-age children.
Methods
We used data from a population-based birth cohort set up in Rotterdam, The Netherlands
(2002–2006). Residential levels of air pollution during the entire fetal period were
calculated using land-use regression models. Structural neuroimaging and cognitive
function were performed at 6 to 10 years of age (n = 783). Models were adjusted for several socioeconomic and lifestyle characteristics.
Results
Mean fine particle levels were 20.2 μg/m3 (range, 16.8–28.1 μg/m3). Children exposed to higher particulate matter levels during fetal life had thinner
cortex in several brain regions of both hemispheres (e.g., cerebral cortex of the
precuneus region in the right hemisphere was 0.045 mm thinner (95% confidence interval,
0.028–0.062) for each 5-μg/m3 increase in fine particles). The reduced cerebral cortex in precuneus and rostral
middle frontal regions partially mediated the association between exposure to fine
particles and impaired inhibitory control. Air pollution exposure was not associated
with global brain volumes.
Conclusions
Exposure to fine particles during fetal life was related to child brain structural
alterations of the cerebral cortex, and these alterations partially mediated the association
between exposure to fine particles during fetal life and impaired child inhibitory
control. Such cognitive impairment at early ages could have significant long-term
consequences.
Keywords
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References
- Atmospheric science: The death toll from air-pollution sources.Nature. 2015; 525: 330-331
- Effects of long-term exposure to air pollution on natural-cause mortality: An analysis of 22 European cohorts within the multicentre ESCAPE project.Lancet. 2014; 383: 785-795
- Association between air pollution and coronary artery calcification within six metropolitan areas in the USA (the Multi-Ethnic Study of Atherosclerosis and Air Pollution): A longitudinal cohort study.Lancet. 2016; 388: 696-704
- Association of improved air quality with lung development in children.N Engl J Med. 2015; 372: 905-913
- Air pollution and lung cancer incidence in 17 European cohorts: Prospective analyses from the European Study of Cohorts for Air Pollution Effects (ESCAPE).Lancet Oncol. 2013; 14: 813-822
- Ambient air pollution and low birthweight: A European cohort study (ESCAPE).Lancet Respir Med. 2013; 1: 695-704
- Living near major roads and the incidence of dementia, Parkinson’s disease, and multiple sclerosis: a population-based cohort study.Lancet. 2017; 389: 718-726
- The outdoor air pollution and brain health workshop.Neurotoxicology. 2012; 33: 972-984
- Neurobehavioural effects of developmental toxicity.Lancet Neurol. 2014; 13: 330-338
- Critical periods of vulnerability for the developing nervous system: Evidence from humans and animal models.Environ Health Perspect. 2000; 108: 511-533
- A review of epidemiological studies on neuropsychological effects of air pollution.Swiss Med Wkly. 2012; 141: w13322
- Air pollution and neuropsychological development: A review of the latest evidence.Endocrinology. 2015; 156: 3473-3482
- Prenatal particulate air pollution and neurodevelopment in urban children: Examining sensitive windows and sex-specific associations.Environ Int. 2016; 87: 56-65
- Prenatal and postnatal exposure to NO2 and child attentional function at 4-5 years of age.Environ Int. 2017; 106: 170-177
- Association between traffic-related air pollution in schools and cognitive development in primary school children: A prospective cohort study.PLoS Med. 2015; 12: e1001792
- Exposure to elemental composition of outdoor PM2.5 at birth and cognitive and psychomotor function in childhood in four European birth cohorts.Environ Int. 2017; 109: 170-180
- Effects of prenatal exposure to air pollutants (polycyclic aromatic hydrocarbons) on the development of brain white matter, cognition, and behavior in later childhood.JAMA Psychiatry. 2015; 72: 531-540
- Air pollution, cognitive deficits and brain abnormalities: A pilot study with children and dogs.Brain Cogn. 2008; 68: 117-127
- Exposure to severe urban air pollution influences cognitive outcomes, brain volume and systemic inflammation in clinically healthy children.Brain Cogn. 2011; 77: 345-355
- Traffic pollution exposure is associated with altered brain connectivity in school children.Neuroimage. 2016; 129: 175-184
- The Generation R Study: Design and cohort update 2012.Eur J Epidemiol. 2012; 27: 739-756
- Pediatric population-based neuroimaging and the Generation R Study: The intersection of developmental neuroscience and epidemiology.Eur J Epidemiol. 2013; 28: 99-111
- Development of NO2 and NOx land use regression models for estimating air pollution exposure in 36 study areas in Europe – The ESCAPE project.Atmos Environ. 2013; 72: 10-23
- Development of land use regression models for PM2.5, PM2.5 absorbance, PM10 and PMcoarse in 20 European study areas; results of the ESCAPE project.Environ Sci Technol. 2012; 46: 11195-11205
- Air pollution during pregnancy and childhood cognitive and psychomotor development: Six European birth cohorts.Epidemiology. 2014; 25: 636-647
- Variation of NO2 and NOx concentrations between and within 36 European study areas: Results from the ESCAPE study.Atmos Environ. 2012; 62: 374-390
- Spatial variation of PM2.5, PM10, PM2.5 absorbance and PMcoarse concentrations between and within 20 European study areas and the relationship with NO2 – Results of the ESCAPE project.Atmos Environ. 2012; 62: 303-317
- Development and back-extrapolation of NO2 land use regression models for historic exposure assessment in Great Britain.Environ Sci Technol. 2013; 47: 7804-7811
- Regionally localized thinning of the cerebral cortex in schizophrenia.Arch Gen Psychiatry. 2003; 60: 878-888
- Within-subject template estimation for unbiased longitudinal image analysis.Neuroimage. 2012; 61: 1402-1418
- NEPSY-II: A developmental neuropsychological assessment, second edition.Child Neuropsychol. 2009; 16: 80-101
- Predicting hair cortisol levels with hair pigmentation genes: A possible hair pigmentation bias.Sci Rep. 2017; 7: 8529
- Principal components analysis corrects for stratification in genome-wide association studies.Nat Genet. 2006; 38: 904-909
- Strategies for multiple imputation in longitudinal studies.Am J Epidemiol. 2010; 172: 478-487
- Accounting for bias due to selective attrition: The example of smoking and cognitive decline.Epidemiology. 2012; 23: 119-128
- Mediation analysis allowing for exposure-mediator interactions and causal interpretation: Theoretical assumptions and implementation with SAS and SPSS macros.Psychol Methods. 2013; 18: 137-150
- Development of the cerebral cortex across adolescence: A multisample study of inter-related longitudinal changes in cortical volume, surface area, and thickness.J Neurosci. 2017; 37: 3402-3412
- Conclusions about interventions, programs, and approaches for improving executive functions that appear justified and those that, despite much hype, do not.Dev Cogn Neurosci. 2016; 18: 34-48
- Reward, interrupted: Inhibitory control and its relevance to addictions.Neuropharmacology. 2014; 76: 479-486
- The interaction between reinforcement and inhibitory control in ADHD: A review and research guidelines.Clin Psychol Rev. 2016; 44: 94-111
- Air Quality Standards.European Commission, Brussels, Belgium2017 (Available at:) (Accessed December 12, 2017)
- Ambient (Outdoor) Air Quality and Health.WHO, Geneva, Switzerland2016 (Available at:) (Accessed December 12, 2017)
- No adjustments are needed for multiple comparisons.Epidemiology. 1990; 1: 43-46
- What’s wrong with Bonferroni adjustments.BMJ. 1998; 316: 1236-1238
Article info
Publication history
Published online: February 04, 2018
Accepted:
January 15,
2018
Received in revised form:
December 16,
2017
Received:
June 22,
2017
Identification
Copyright
© 2018 Society of Biological Psychiatry.