Investigating the association between birth weight and complementary air pollution metrics: a cohort study

Olivier Laurent, Jun Wu, Lianfa Li, Judith Chung, Scott Bartell, Olivier Laurent, Jun Wu, Lianfa Li, Judith Chung, Scott Bartell

Abstract

Background: Exposure to air pollution is frequently associated with reductions in birth weight but results of available studies vary widely, possibly in part because of differences in air pollution metrics. Further insight is needed to identify the air pollution metrics most strongly and consistently associated with birth weight.

Methods: We used a hospital-based obstetric database of more than 70,000 births to study the relationships between air pollution and the risk of low birth weight (LBW, <2,500 g), as well as birth weight as a continuous variable, in term-born infants. Complementary metrics capturing different aspects of air pollution were used (measurements from ambient monitoring stations, predictions from land use regression models and from a Gaussian dispersion model, traffic density, and proximity to roads). Associations between air pollution metrics and birth outcomes were investigated using generalized additive models, adjusting for maternal age, parity, race/ethnicity, insurance status, poverty, gestational age and sex of the infants.

Results: Increased risks of LBW were associated with ambient O(3) concentrations as measured by monitoring stations, as well as traffic density and proximity to major roadways. LBW was not significantly associated with other air pollution metrics, except that a decreased risk was associated with ambient NO(2) concentrations as measured by monitoring stations. When birth weight was analyzed as a continuous variable, small increases in mean birth weight were associated with most air pollution metrics (<40 g per inter-quartile range in air pollution metrics). No such increase was observed for traffic density or proximity to major roadways, and a significant decrease in mean birth weight was associated with ambient O3 concentrations.

Conclusions: We found contrasting results according to the different air pollution metrics examined. Unmeasured confounders and/or measurement errors might have produced spurious positive associations between birth weight and some air pollution metrics. Despite this, ambient O(3) was associated with a decrement in mean birth weight and significant increases in the risk of LBW were associated with traffic density, proximity to roads and ambient O(3). This suggests that in our study population, these air pollution metrics are more likely related to increased risks of LBW than the other metrics we studied. Further studies are necessary to assess the consistency of such patterns across populations.

References

    1. Chernausek SD. Update: consequences of abnormal fetal growth. J Clin Endocrinol Metabol. 2012;97:689–695. doi: 10.1210/jc.2011-2741.
    1. Godfrey KM, Inskip HM, Hanson MA. The long-term effects of prenatal development on growth and metabolism. Semin Reprod Med. 2011;29:257–265. doi: 10.1055/s-0031-1275518.
    1. Barouki R, Gluckman PD, Grandjean P, Hanson M, Heindel JJ. Developmental origins of non-communicable disease: implications for research and public health. Environ Health. 2012;11:42. doi: 10.1186/1476-069X-11-42.
    1. Kannan S, Misra DP, Dvonch JT, Krishnakumar A. Exposures to airborne particulate matter and adverse perinatal outcomes: a biologically plausible mechanistic framework for exploring potential effect modification by nutrition. Environ Health Perspect. 2006;114:1636–1642.
    1. Slama R, Darrow L, Parker J, Woodruff TJ, Strickland M, Nieuwenhuijsen M, Glinianaia S, Hoggatt KJ, Kannan S, Hurley F, Kalinka J, Sram R, Brauer M, Wilhelm M, Heinrich J, Ritz B. Meeting report: atmospheric pollution and human reproduction. Environ Health Perspect. 2008;116:791–798. doi: 10.1289/ehp.11074.
    1. Aguilera I, Garcia-Esteban R, Iniguez C, Nieuwenhuijsen MJ, Rodriguez A, Paez M, Ballester F, Sunyer J. Prenatal exposure to traffic-related air pollution and ultrasound measures of fetal growth in the INMA Sabadell cohort. Environ Health Perspect. 2010;118:705–711. doi: 10.1289/ehp.0901228.
    1. Slama R, Thiebaugeorges O, Goua V, Aussel L, Sacco P, Bohet A, Forhan A, Ducot B, Annesi-Maesano I, Heinrich J, Magnin G, Schweitzer M, Kaminski M, Charles MA. Maternal personal exposure to airborne benzene and intrauterine growth. Environ Health Perspect. 2009;117:1313–1321.
    1. Darrow LA, Klein M, Strickland MJ, Mulholland JA, Tolbert PE. Ambient air pollution and birth weight in full-term infants in Atlanta, 1994–2004. Environ Health Perspect. 2011;119:731–737.
    1. Wilhelm M, Ghosh JK, Su J, Cockburn M, Jerrett M, Ritz B. Traffic-related air toxics and term low birth weight in Los Angeles County, California. Environ Health Perspect. 2012;120:132–138.
    1. Stieb DM, Chen L, Eshoul M, Judek S. Ambient air pollution, birth weight and preterm birth: A systematic review and meta-analysis. Environ Res. 2012;117:100–111.
    1. Parker JD, Rich DQ, Glinianaia SV, Leem JH, Wartenberg D, Bell ML, Bonzini M, Brauer M, Darrow L, Gehring U, Gouveia N, Grillo P, Ha E, van den Hooven EH, Jalaludin B, Jesdale BM, Lepeule J, Morello-Frosch R, Morgan GG, Slama R, Pierik FH, Pesatori AC, Sathyanarayana S, Seo J, Strickland M, Tamburic L, Woodruff TJ. The International Collaboration on Air Pollution and Pregnancy Outcomes: initial results. Environ Health Perspect. 2011;119:1023–1028. doi: 10.1289/ehp.1002725.
    1. Ritz B, Wilhelm M. Ambient air pollution and adverse birth outcomes: methodologic issues in an emerging field. Basic Clin Pharmacol Toxicol. 2008;102:182–190. doi: 10.1111/j.1742-7843.2007.00161.x.
    1. Wu J, Wilhelm M, Chung J, Ritz B. Comparing exposure assessment methods for traffic-related air pollution in an adverse pregnancy outcome study. Environ Res. 2011;111:685–692. doi: 10.1016/j.envres.2011.03.008.
    1. U.S. Census Bureau. 2000 Census of Population and Housing. Summary Tape File 3A. Washington, DC: U.S. Census Bureau; 2004.
    1. Su Y-S, Gelman A, Hill J, Yajima M. Multiple imputation with diagnostics (mi) in R: opening windows into the black box. J Stat Software. 2011;45:1–31.
    1. Wu J, Ren C, Delfino RJ, Chung J, Wilhelm M, Ritz B. Association between local traffic-generated air pollution and preeclampsia and preterm delivery in the south coast air basin of California. Environ Health Perspect. 2009;117:1773–1779. doi: 10.1289/ehp.0800334.
    1. Wu J, Jiang C, Houston D, Baker D, Delfino R. Automated time activity classification based on global positioning system (GPS) tracking data. Environ Health. 2011;10:101. doi: 10.1186/1476-069X-10-101.
    1. Chung JH, Garite TJ, Kirk AM, Hollard AL, Wing DA, Lagrew DC. Intrinsic racial differences in the risk of cesarean delivery are not explained by differences in caregivers or hospital site of delivery. Am J Obstet Gynecol. 2006;194:1323–1328. doi: 10.1016/j.ajog.2005.11.043.
    1. Su JG, Jerrett M, Beckerman B, Wilhelm M, Ghosh JK, Ritz B. Predicting traffic-related air pollution in Los Angeles using a distance decay regression selection strategy. Environ Res. 2009;109:657–670. doi: 10.1016/j.envres.2009.06.001.
    1. Benson P. CALINE4: A Dispersion Model for Predicting Air Pollutant Concentrations Near Roadways. Sacramento, CA: California Department of Transportation; 1989.
    1. California Air Resources Board. EMFAC2007 version 2.30. Calculating Emissions Inventories for Vehicles in California, User’s Guide. 2008. Available: [accessed 15 September 2008]
    1. Sapkota A, Chelikowsky A, Nachman K, Cohen A, Ritz B. Exposure to particulate matter and adverse birth outcomes: a comprehensive review and meta-analysis. Air Qual Atmos Health. 2012;5:369–381. doi: 10.1007/s11869-010-0106-3.
    1. Wang R, Henderson SB, Sbihi H, Allen RW, Brauer M. Temporal stability of land use regression models for traffic-related air pollution. Atmos Environ. 2013;64:312–319.
    1. Dayton S, Pearce ML, Goldman H, Harnish A, Plotkin D, Shickman M, Winfield M, Zager A, Dixon W. Controlled trial of a diet high in unsaturated fat for prevention of atherosclerotic complications. Lancet. 1968;2:1060–1062.
    1. Ghosh JK, Wilhelm M, Su J, Goldberg D, Cockburn M, Jerrett M, Ritz B. Assessing the influence of traffic-related air pollution on risk of term low birth weight on the basis of land-use-based regression models and measures of air toxics. Am J Epidemiol. 2012;175:1262–1274. doi: 10.1093/aje/kwr469.
    1. Ebisu K, Bell ML. Airborne PM2.5 chemical components and low birth weight in the Northeastern and Mid-Atlantic Regions of the United States. Environ Health Perspect. 2012;120:1746–1752.
    1. Wilhelm M, Ritz B. Residential proximity to traffic and adverse birth outcomes in Los Angeles county, California, 1994–1996. Environ Health Perspect. 2003;111:207–216.
    1. Karner AA, Eisinger DS, Niemeier DA. Near-roadway air quality: synthesizing the findings from real-world data. Environ Sci Technol. 2010;44:5334–5344. doi: 10.1021/es100008x.
    1. Hu S, Fruin S, Kozawa K, Mara S, Paulson SE, Winer AM. A wide area of air pollutant impact downwind of a freeway during pre-sunrise hours. Atmos Environ. 2009;43:2541–2549. doi: 10.1016/j.atmosenv.2009.02.033.
    1. Brauer M, Lencar C, Tamburic L, Koehoorn M, Demers P, Karr C. A cohort study of traffic-related air pollution impacts on birth outcomes. Environ Health Perspect. 2008;116:680–686. doi: 10.1289/ehp.10952.
    1. Nethery E, Teschke K, Brauer M. Predicting personal exposure of pregnant women to traffic-related air pollutants. Sci Total Environ. 2008;395:11–22. doi: 10.1016/j.scitotenv.2008.01.047.
    1. Iniguez C, Ballester F, Estarlich M, Llop S, Fernandez-Patier R, Aguirre-Alfaro A, Esplugues A. Estimation of personal NO2 exposure in a cohort of pregnant women. Sci Total Environ. 2009;407:6093–6099. doi: 10.1016/j.scitotenv.2009.08.006.
    1. Yoshida S, Hirano S, Shikagawa K, Hirata S, Rokuta S, Takano H, Ichinose T, Takeda K. Diesel exhaust particles suppress expression of sex steroid hormone receptors in TM3 mouse Leydig cells. Environ Toxicol Pharmacol. 2007;24:292–296. doi: 10.1016/j.etap.2007.07.003.
    1. Rundle A, Hoepner L, Hassoun A, Oberfield S, Freyer G, Holmes D, Reyes M, Quinn J, Camann D, Perera F, Whyatt R. Association of childhood obesity with maternal exposure to ambient air polycyclic aromatic hydrocarbons during pregnancy. Am J Epidemiol. 2012;175:1163–1172. doi: 10.1093/aje/kwr455.
    1. Newbold RR, Padilla-Banks E, Snyder RJ, Jefferson WN. Perinatal exposure to environmental estrogens and the development of obesity. Mol Nutr Food Res. 2007;51:912–917. doi: 10.1002/mnfr.200600259.
    1. Andersen ZJ, Raaschou-Nielsen O, Ketzel M, Jensen SS, Hvidberg M, Loft S, Tjonneland A, Overvad K, Sorensen M. Diabetes incidence and long-term exposure to air pollution: a cohort study. Diabetes Care. 2012;35:92–98. doi: 10.2337/dc11-1155.
    1. van den Hooven EH, Jaddoe VW, de Kluizenaar Y, Hofman A, Mackenbach JP, Steegers EA, Miedema HM, Pierik FH. Residential traffic exposure and pregnancy-related outcomes: a prospective birth cohort study. Environ Health. 2009;8:59. doi: 10.1186/1476-069X-8-59.
    1. Nodine PM, Hastings-Tolsma M. Maternal obesity: improving pregnancy outcomes. MCN Am J Maternal Child Nursing. 2012;37:110–115. doi: 10.1097/NMC.0b013e3182430296.
    1. Abbott LC, Winzer-Serhan UH. Smoking during pregnancy: lessons learned from epidemiological studies and experimental studies using animal models. Crit Rev Toxicol. 2012;42:279–303. doi: 10.3109/10408444.2012.658506.
    1. Morello-Frosch R, Jesdale BM, Sadd JL, Pastor M. Ambient air pollution exposure and full-term birth weight in California. Environ Health. 2010;9:44. doi: 10.1186/1476-069X-9-44.
    1. Salam MT, Millstein J, Li YF, Lurmann FW, Margolis HG, Gilliland FD. Birth outcomes and prenatal exposure to ozone, carbon monoxide, and particulate matter: results from the Children’s Health Study. Environ Health Perspect. 2005;113:1638–1644. doi: 10.1289/ehp.8111.
    1. Le HQ, Batterman SA, Wirth JJ, Wahl RL, Hoggatt KJ, Sadeghnejad A, Hultin ML, Depa M. Air pollutant exposure and preterm and term small-for-gestational-age births in Detroit, Michigan: long-term trends and associations. Environ Int. 2012;44:7–17.
    1. Kashima S, Naruse H, Yorifuji T, Ohki S, Murakoshi T, Takao S, Tsuda T, Doi H. Residential proximity to heavy traffic and birth weight in Shizuoka, Japan. Environ Res. 2011;111:377–387. doi: 10.1016/j.envres.2011.02.005.
    1. Pereira G, Nassar N, Cook A, Bower C. Traffic emissions are associated with reduced fetal growth in areas of Perth, Western Australia: an application of the AusRoads dispersion model. Aust N Z J Public Health. 2011;35:451–458. doi: 10.1111/j.1753-6405.2011.00760.x.
    1. Malmqvist E, Rignell-Hydbom A, Tinnerberg H, Bjork J, Stroh E, Jakobsson K, Rittner R, Rylander L. Maternal exposure to air pollution and birth outcomes. Environ Health Perspect. 2011;119:553–558. doi: 10.1289/ehp.1002564.
    1. Zeka A, Melly SJ, Schwartz J. The effects of socioeconomic status and indices of physical environment on reduced birth weight and preterm births in Eastern Massachusetts. Environ Health. 2008;7:60. doi: 10.1186/1476-069X-7-60.
    1. Padula AM, Mortimer K, Hubbard A, Lurmann F, Jerrett M, Tager IB. Exposure to traffic-related air pollution during pregnancy and term low birth weight: estimation of causal associations in a semiparametric model. Am J Epidemiol. 2012;176:815–824. doi: 10.1093/aje/kws148.
    1. Barnett AG, Plonka K, Seow WK, Wilson LA, Hansen C. Increased traffic exposure and negative birth outcomes: a prospective cohort in Australia. Environ Health. 2011;10:26. doi: 10.1186/1476-069X-10-26.
    1. Genereux M, Auger N, Goneau M, Daniel M. Neighbourhood socioeconomic status, maternal education and adverse birth outcomes among mothers living near highways. J Epidemiol Community Health. 2008;62:695–700. doi: 10.1136/jech.2007.066167.
    1. Yorifuji T, Naruse H, Kashima S, Murakoshi T, Tsuda T, Doi H, Kawachi I. Residential proximity to major roads and placenta/birth weight ratio. Sci Total Environ. 2012;414:98–102.
    1. Miranda ML, Edwards SE, Chang HH, Auten RL. Proximity to roadways and pregnancy outcomes. J Expo Sci Environ Epidemiol. 2013;23:32–38. doi: 10.1038/jes.2012.78.

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