title: Quantile Regression Analysis of the Distributional Effects of Air Pollution on Blood Pressure, Heart Rate Variability, Blood Lipids, and Biomarkers of Inflammation in Elderly American Men: The Normative Aging Study.
abstract: Previous studies have observed associations between air pollution and heart disease. Susceptibility to air pollution effects has been examined mostly with a test of effect modification, but little evidence is available whether air pollution distorts cardiovascular risk factor distribution.
  
  
  
  This paper aims to examine distributional and heterogeneous effects of air pollution on known cardiovascular biomarkers.
  
  
  
  A total of 1,112 men from the Normative Aging Study and residents of the greater Boston, Massachusetts, area with mean age of 69 years at baseline were included in this study during the period 1995-2013. We used quantile regression and random slope models to investigate distributional effects and heterogeneity in the traffic-related responses on blood pressure, heart rate variability, repolarization, lipids, and inflammation. We considered 28-day averaged exposure to particle number, PM2.5 black carbon, and PM2.5 mass concentrations (measured at a single monitor near the site of the study visits).
  
  
  
  We observed some evidence suggesting distributional effects of traffic-related pollutants on systolic blood pressure, heart rate variability, corrected QT interval, low density lipoprotein (LDL) cholesterol, triglyceride, and intercellular adhesion molecule-1 (ICAM-1). For example, among participants with LDL cholesterol below 80 mg/dL, an interquartile range increase in PM2.5 black carbon exposure was associated with a 7-mg/dL (95% CI: 5, 10) increase in LDL cholesterol, while among subjects with LDL cholesterol levels close to 160 mg/dL, the same exposure was related to a 16-mg/dL (95% CI: 13, 20) increase in LDL cholesterol. We observed similar heterogeneous associations across low versus high percentiles of the LDL distribution for PM2.5 mass and particle number.
  
  
  
  These results suggest that air pollution distorts the distribution of cardiovascular risk factors, and that, for several outcomes, effects may be greatest among individuals who are already at high risk.
  
  
  
  Bind MA, Peters A, Koutrakis P, Coull B, Vokonas P, Schwartz J. 2016. Quantile regression analysis of the distributional effects of air pollution on blood pressure, heart rate variability, blood lipids, and biomarkers of inflammation in elderly American men: the Normative Aging Study. Environ Health Perspect 124:1189-1198; http://dx.doi.org/10.1289/ehp.1510044.
authors.affiliation: Department of Statistics, Harvard University, Cambridge, Massachusetts, USA.
authors.forename: Marie-Abele
authors.initials: MA
authors.lastname: Bind
authors.forename: Annette
authors.initials: A
authors.lastname: Peters
authors.forename: Petros
authors.initials: P
authors.lastname: Koutrakis
authors.forename: Brent
authors.initials: B
authors.lastname: Coull
authors.forename: Pantel
authors.initials: P
authors.lastname: Vokonas
authors.forename: Joel
authors.initials: J
authors.lastname: Schwartz
mesh_terms: D000368:Aged; D000375:Aging; D000393:Air Pollutants / Q000032:analysis; D000397:Air Pollution / Q000706:statistics & numerical data*; D015415:Biomarkers / Q000378:metabolism; D001794:Blood Pressure; D001900:Boston / Q000453:epidemiology; D002318:Cardiovascular Diseases / Q000139:chemically induced / Q000453:epidemiology*; D004781:Environmental Exposure / Q000706:statistics & numerical data*; D006339:Heart Rate; D006801:Humans; D007249:Inflammation / Q000453:epidemiology / Q000378:metabolism; D018799:Intercellular Adhesion Molecule-1 / Q000378:metabolism; D008055:Lipids / Q000097:blood; D008297:Male; D008875:Middle Aged; D012307:Risk Factors
chemical_list: D000393:Air Pollutants; D015415:Biomarkers; D008055:Lipids; D018799:Intercellular Adhesion Molecule-1