Individual and Joint Effects of Early-Life Ambient PM2.5 Exposure and Maternal Prepregnancy Obesity on Childhood Overweight or Obesity

Background: Although previous studies suggest that exposure to traffic-related pollution during childhood increases the risk of childhood overweight or obesity (COWO), the role of early life exposure to fine particulate matter (aerodynamic diameter <2.5μm; PM2.5) and its joint effect with the mother's prepregnancy body mass index (MPBMI) on COWO remain unclear. Objectives: The present study was conducted to examine the individual and joint effects of ambient PM2.5 exposures and MPBMI on the risk of COWO. Methods: We estimated exposures to ambient PM2.5 in utero and during the first 2 y of life (F2YL), using data from the U.S. Environmental Protection Agency’s (EPA's) Air Quality System matched to residential address, in 1,446 mother–infant pairs who were recruited at birth from 1998 and followed up prospectively through 2012 at the Boston Medical Center in Massachusetts. We quantified the individual and joint effects of PM2.5 exposure with MPBMI on COWO, defined as the child's age- and sex-specific BMI z-score ≥85th percentile at the last well-child care visit between 2 and 9 y of age. Additivity was assessed by estimating the reduced excess risk due to interaction. Results: Comparing the highest and lowest quartiles of PM2.5, the adjusted relative risks (RRs) [95% confidence intervals (CIs)] of COWO were 1.3 (95% CI: 1.1, 1.5), 1.2 (95% CI: 1.0, 1.4), 1.2 (95% CI: 1.0, 1.4), 1.3 (95% CI: 1.1, 1.6), 1.3 (95% CI: 1.1, 1.5) and 1.3 (1.1, 1.5) during preconception; the first, second, and third trimesters; the entire period of pregnancy; and F2YL, respectively. Spline regression showed a dose–response relationship between PM2.5 levels and COWO after a threshold near the median exposure (10.46μg/m3–10.89μg/m3). Compared with their counterparts, children of obese mothers exposed to high levels of PM2.5 had the highest risk of COWO [RR≥2.0, relative excess risk due to interaction (RERI) not significant]. Conclusions: In the present study, we observed that early life exposure to PM2.5 may play an important role in the early life origins of COWO and may increase the risk of COWO in children of mothers who were overweight or obese before pregnancy beyond the risk that can be attributed to MPBMI alone. Our findings emphasize the clinical and public health policy relevance of early life PM2.5 exposure. https://doi.org/10.1289/EHP261

[1]  B. Coull,et al.  Prenatal and early life exposure to traffic pollution and cardiometabolic health in childhood , 2017, Pediatric obesity.

[2]  F. Hu,et al.  Association Between Maternal Prepregnancy Body Mass Index and Plasma Folate Concentrations With Child Metabolic Health. , 2016, JAMA pediatrics.

[3]  B. Zuckerman,et al.  Intrauterine Inflammation and Maternal Exposure to Ambient PM2.5 during Preconception and Specific Periods of Pregnancy: The Boston Birth Cohort , 2016, Environmental health perspectives.

[4]  A. Gow,et al.  Chronic exposure to air pollution particles increases the risk of obesity and metabolic syndrome: findings from a natural experiment in Beijing , 2016, FASEB journal : official publication of the Federation of American Societies for Experimental Biology.

[5]  P. Koutrakis,et al.  Composition and sources of fine and coarse particles collected during 2002–2010 in Boston, MA , 2015, Journal of the Air & Waste Management Association.

[6]  M. Veras,et al.  Inhalation of fine particulate matter during pregnancy increased IL-4 cytokine levels in the fetal portion of the placenta. , 2015, Toxicology letters.

[7]  J. Schwartz,et al.  Prenatal Exposure to Traffic Pollution: Associations with Reduced Fetal Growth and Rapid Infant Weight Gain , 2015, Epidemiology.

[8]  K. Berhane,et al.  A Longitudinal Cohort Study of Body Mass Index and Childhood Exposure to Secondhand Tobacco Smoke and Air Pollution: The Southern California Children’s Health Study , 2014, Environmental health perspectives.

[9]  Kiros Berhane,et al.  Traffic-related air pollution and obesity formation in children: a longitudinal, multilevel analysis , 2014, Environmental Health.

[10]  D. Savitz,et al.  Challenges and Future Directions to Evaluating the Association Between Prenatal Exposure to Endocrine-Disrupting Chemicals and Childhood Obesity , 2014, Current Epidemiology Reports.

[11]  Wei-Qing Chen,et al.  Ambient air pollution and the prevalence of obesity in chinese children: The seven northeastern cities study , 2014 .

[12]  K. Flegal,et al.  Prevalence of childhood and adult obesity in the United States, 2011-2012. , 2014, JAMA.

[13]  Debbie A Lawlor,et al.  The Society for Social Medicine John Pemberton Lecture 2011. Developmental overnutrition--an old hypothesis with new importance? , 2013, International journal of epidemiology.

[14]  Itai Kloog,et al.  Using new satellite based exposure methods to study the association between pregnancy pm2.5 exposure, premature birth and birth weight in Massachusetts , 2012, Environmental Health.

[15]  F. Perera,et al.  Association of childhood obesity with maternal exposure to ambient air polycyclic aromatic hydrocarbons during pregnancy. , 2012, American journal of epidemiology.

[16]  K. Kleinman,et al.  Similarity of the CDC and WHO Weight‐for‐Length Growth Charts in Predicting Risk of Obesity at Age 5 Years , 2012, Obesity.

[17]  B. Blumberg,et al.  Obesogens, stem cells and the developmental programming of obesity. , 2012, International journal of andrology.

[18]  P. Shah,et al.  Air pollution and birth outcomes: a systematic review. , 2011, Environment international.

[19]  S. Rajagopalan,et al.  Effect of Early Particulate Air Pollution Exposure on Obesity in Mice: Role of p47phox , 2010, Arteriosclerosis, thrombosis, and vascular biology.

[20]  Penny Gordon-Larsen,et al.  Association of adolescent obesity with risk of severe obesity in adulthood. , 2010, JAMA.

[21]  A. Vahratian Prevalence of Overweight and Obesity Among Women of Childbearing Age: Results from the 2002 National Survey of Family Growth , 2009, Maternal and Child Health Journal.

[22]  Guang Yong Zou,et al.  On the estimation of additive interaction by use of the four-by-two table and beyond. , 2008, American journal of epidemiology.

[23]  H. Bauchner,et al.  Prematurity, chorioamnionitis, and the development of recurrent wheezing: a prospective birth cohort study. , 2008, The Journal of allergy and clinical immunology.

[24]  M. Gillman,et al.  Maternal smoking during pregnancy and child overweight: systematic review and meta-analysis , 2008, International Journal of Obesity.

[25]  J. Shenai Developmental origins of health and disease , 2007, Journal of Perinatology.

[26]  C. Kahn,et al.  Developmental Origin of Fat: Tracking Obesity to Its Source , 2007, Cell.

[27]  W. Callaghan,et al.  Trends in Pre‐pregnancy Obesity in Nine States, 1993–2003 , 2007, Obesity.

[28]  John J Reilly,et al.  Early life risk factors for obesity in childhood: cohort study , 2005, BMJ : British Medical Journal.

[29]  Debbie A Lawlor,et al.  Association of Body Mass Index and Obesity Measured in Early Childhood With Risk of Coronary Heart Disease and Stroke in Middle Age: Findings From the Aberdeen Children of the 1950s Prospective Cohort Study , 2005, Circulation.

[30]  R. Uauy,et al.  Obesity in children and young people: a crisis in public health. , 2004, Obesity reviews : an official journal of the International Association for the Study of Obesity.

[31]  G. Zou,et al.  A modified poisson regression approach to prospective studies with binary data. , 2004, American journal of epidemiology.

[32]  M. Goran,et al.  Obesity and risk of type 2 diabetes and cardiovascular disease in children and adolescents. , 2003, The Journal of clinical endocrinology and metabolism.

[33]  Tianhua Niu,et al.  Maternal cigarette smoking, metabolic gene polymorphism, and infant birth weight. , 2002, JAMA.

[34]  Xiping Xu,et al.  Association between air pollution and low birth weight: a community-based study. , 1997, Environmental health perspectives.

[35]  Xiping Xu,et al.  Acute effects of total suspended particles and sulfur dioxides on preterm delivery: a community-based cohort study. , 1995, Archives of environmental health.

[36]  R. Simon,et al.  Flexible regression models with cubic splines. , 1989, Statistics in medicine.

[37]  Andrés Rosende,et al.  [Obesity and metabolic syndrome in children and adolescents]. , 2013, Medicina.

[38]  T. Ferguson,et al.  Obesity enhanced respiratory health effects of ambient air pollution in Chinese children: the Seven Northeastern Cities study , 2013, International Journal of Obesity.

[39]  P. Shah,et al.  KNOWLEDGE SYNTHESIS GROUP ON DETERMINANTS OF PRETERM/LBW BIRTHS. AIR POLLUTION AND BIRTH OUTCOMES: A SYSTEMATIC REVIEW , 2011 .

[40]  K. Berhane,et al.  Automobile traffic around the home and attained body mass index: a longitudinal cohort study of children aged 10-18 years. , 2010, Preventive medicine.

[41]  Pasquale Strazzullo,et al.  Childhood obesity, other cardiovascular risk factors, and premature death. , 2010, The New England journal of medicine.