The reduction of birth weight by fine particulate matter and its modification by maternal and neighbourhood-level factors: a multilevel analysis in British Columbia, Canada

被引:30
作者
Erickson, Anders C. [1 ]
Ostry, Aleck [2 ]
Chan, Laurie H. M. [3 ]
Arbour, Laura [1 ,4 ]
机构
[1] Univ Victoria, Div Med Sci, Med Sci Bld Rm 104,POB 1700 STN CSC, Victoria, BC V8W 2Y2, Canada
[2] Univ Victoria, Dept Geog, David Turpin Bldg Rm B203,POB 1700 STN CSC, Victoria, BC V8W 2Y2, Canada
[3] Univ Ottawa, Ctr Adv Res Environm Genom, 20 Marie Curie, Ottawa, ON K1N 6N5, Canada
[4] Univ British Columbia, Dept Med Genet, C201 4500 Oak St, Vancouver, BC V6H 3N1, Canada
关键词
Birth weight; Air pollution; Multilevel model; Neighbourhood effects; Particulate matter; Socioeconomic status; Effect modification; AIR-POLLUTION EXPOSURE; BRIEF CONCEPTUAL TUTORIAL; SOCIOECONOMIC-STATUS; OXIDATIVE STRESS; SOCIAL EPIDEMIOLOGY; PREGNANT-WOMEN; OUTCOMES; ASSOCIATION; RISK; COHORT;
D O I
10.1186/s12940-016-0133-0
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Background: The purpose of this research was to determine the relationship between modeled particulate matter (PM2.5) exposure and birth weight, including the potential modification by maternal risk factors and indicators of socioeconomic status (SES). Methods: Birth records from 2001 to 2006 (N = 231,929) were linked to modeled PM2.5 data from a national land-use regression model along with neighbourhood-level SES and socio-demographic data using 6-digit residential postal codes. Multilevel random coefficient models were used to estimate the effects of PM2.5, SES and other individual and neighbourhood-level covariates on continuous birth weight and test interactions. Gestational age was modeled with a random slope to assess potential neighbourhood-level differences of its effect on birth weight and whether any between-neighbourhood variability can be explained by cross-level interactions. Results: Models adjusted for individual and neighbourhood-level covariates showed a significant non-linear negative association between PM2.5 and birth weight explaining 8.5 % of the between-neighbourhood differences in mean birth weight. A significant interaction between SES and PM2.5 was observed, revealing a more pronounced negative effect of PM2.5 on birth weight in lower SES neighbourhoods. Further positive and negative modification of the PM2.5 effect was observed with maternal smoking, maternal age, gestational diabetes, and suspected maternal drug or alcohol use. The random intercept variance indicating between-neighbourhood birth weight differences was reduced by 75 % in the final model, while the random slope variance for between-neighbourhood gestational age effects remained virtually unchanged. Conclusion: We provide evidence that neighbourhood-level SES variables and PM2.5 have both independent and interacting associations with birth weight, and together account for 49 % of the between-neighbourhood differences in birth weight. Evidence of effect modification of PM2.5 on birth weight across various maternal and neighbourhood-level factors suggests that certain sub-populations may be more or less vulnerable to relatively low doses PM2.5 exposure.
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页数:12
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共 66 条
[1]   Environmental pollutants and lifestyle factors induce oxidative stress and poor prenatal development [J].
Al-Gubory, Kais H. .
REPRODUCTIVE BIOMEDICINE ONLINE, 2014, 29 (01) :17-31
[2]  
[Anonymous], 2012, ASSESSMENT HLTH IMPA
[3]   LOCAL INDICATORS OF SPATIAL ASSOCIATION - LISA [J].
ANSELIN, L .
GEOGRAPHICAL ANALYSIS, 1995, 27 (02) :93-115
[4]   Maternal active or passive smoking causes oxidative stress in cord blood [J].
Aycicek, Ali ;
Ipek, Abdullah .
EUROPEAN JOURNAL OF PEDIATRICS, 2008, 167 (01) :81-85
[5]   Air pollution exposure during pregnancy and reduced birth size: a prospective birth cohort study in Valencia, Spain [J].
Ballester, Ferran ;
Estarlich, Marisa ;
Iniguez, Carmen ;
Llop, Sabrina ;
Ramon, Rosa ;
Esplugues, Ana ;
Lacasana, Marina ;
Rebagliato, Marisa .
ENVIRONMENTAL HEALTH, 2010, 9
[6]   Increased traffic exposure and negative birth outcomes: a prospective cohort in Australia [J].
Barnett, Adrian G. ;
Plonka, Kathryn ;
Seow, W. Kim ;
Wilson, Lee-Ann ;
Hansen, Craig .
ENVIRONMENTAL HEALTH, 2011, 10
[7]   Effects of fine particulate matter and its constituents on low birth weight among full-term infants in California [J].
Basu, Rupa ;
Harris, Maria ;
Sie, Lillian ;
Malig, Brian ;
Broadwin, Rachel ;
Green, Rochelle .
ENVIRONMENTAL RESEARCH, 2014, 128 :42-51
[8]   Review of research on residential mobility during pregnancy: consequences for assessment of prenatal environmental exposures [J].
Bell, Michelle L. ;
Belanger, Kathleen .
JOURNAL OF EXPOSURE SCIENCE AND ENVIRONMENTAL EPIDEMIOLOGY, 2012, 22 (05) :429-438
[9]   Neighbourhood socioeconomic status and biological 'wear and tear' in a nationally representative sample of US adults [J].
Bird, Chloe E. ;
Seeman, Teresa ;
Escarce, Jose J. ;
Basurto-Davila, Ricardo ;
Finch, Brian K. ;
Dubowitz, Tamara ;
Heron, Melonie ;
Hale, Lauren ;
Merkin, Sharon Stein ;
Weden, Margaret ;
Lurie, Nicole .
JOURNAL OF EPIDEMIOLOGY AND COMMUNITY HEALTH, 2010, 64 (10) :860-865
[10]   Socioeconomic Disparities in Adverse Birth Outcomes A Systematic Review [J].
Blumenshine, Philip ;
Egerter, Susan ;
Barclay, Colleen J. ;
Cubbin, Catherine ;
Braveman, Paula A. .
AMERICAN JOURNAL OF PREVENTIVE MEDICINE, 2010, 39 (03) :263-272