Research Article
Journal of Exposure Science and Environmental Epidemiology (2007) 17, 488–497; doi:10.1038/sj.jes.7500552; published online 14 February 2007
Source location of air pollution and cardiac autonomic function: Trajectory cluster analysis for exposure assessment
Sung Kyun Parka, Marie S O'Neillb, Barbara J B Stunderc, Pantel S Vokonasd, David Sparrowd, Petros Koutrakisa and Joel Schwartza
- aDepartment of Environmental Health, Harvard School of Public Health, Boston, Massachusetts, USA
- bDepartment of Epidemiology, University of Michigan School of Public Health, Ann Arbor, Michigan, USA
- cNOAA Air Resources Laboratory, Silver Spring, Mary Land, USA
- dVA Normative Aging Study, Veterans Affairs Boston Healthcare System and the Department of Medicine, Boston University School of Medicine, Boston, Massachusetts, USA
Correspondence: Dr. Sung Kyun Park, Department of Environmental Health Sciences, University of Michigan School of Public Health, 109 S. Observatory Street SPH II-M6240, Ann Arbor, MI 48109, USA. Tel.: +734 936 1719; Fax: +734 763 8095; E-mail: sungkyun@umich.edu
Received 19 July 2006; Accepted 4 December 2006; Published online 14 February 2007.
Abstract
Although many studies report that exposure to air pollution harms health, few have examined associations between pollution sources and health outcomes. We hypothesized that pollution originating in different locations has different associations with heart rate variability (HRV) among 497 men from the Normative Aging Study in Boston, Massachusetts. We identified the paths that air masses traveled ('back-trajectories') before arriving in Boston on the days the men were examined. Next, we classified these trajectories into six clusters. We examined whether the association of measured air pollutants with HRV (standard deviation of normal-to-normal intervals, high-frequency power (HF) and low-frequency power (LF), and LF/HF ratio) differed by cluster. We also examined whether the clusters alone (not considering air pollution measurements) showed different associations with HRV. The effects of black carbon (BC) on all HRV measures were strongest on days with southwest trajectories. Subjects who were examined on days where air parcels came from west had the strongest associations with ozone. All particle pollutants (particulate matter <2.5
m in aerodynamic diameter (PM2.5), BC, and sulfates) were associated with increased LF/HF ratio on days with relatively short trajectories, which are related to local, slow-moving air masses. We also observed significant increases in LF/HF in days where air came from the northwest and west, compared to north trajectory days. Health effects associated with exposure to air pollution can be evaluated using pollutant concentrations as well as aspects of the pollution mixture captured by identifying locations where air masses originate. Independent effects of both these indicators of pollution exposure were seen on cardiac autonomic function.
Keywords:
air pollution, autonomic nervous system, back-trajectory, cluster analysis, heart rate variability
Abbreviations:
BC, black carbon; BMI, body mass index; CI, confidence interval; ECG, electrocardiogram; HF, high frequency power; HR, heart rate; HRV, heart rate variability; IQR, interquartile range; LF, low frequency power; NOAA, National Oceanic and Atmospheric Administration; O3, ozone; PM2.5, particulate matter <2.5
m in aerodynamic diameter; SD, standard deviation; SDNN, standard deviation of NN intervals; SO42-, sulfate
MORE ARTICLES LIKE THIS
These links to content published by NPG are automatically generated.
RESEARCH
Source location of air pollution and cardiac autonomic function: Trajectory cluster analysis for exposure assessmentJournal of Exposure Science and Environmental Epidemiology Research Article
Particulate matter and heart rate variability among elderly retirees: the Baltimore 1998 PM studyJournal of Exposure Analysis and Environmental Epidemiology Original Article
Particulate matter and heart rate variability among elderly retirees: the Baltimore 1998 PM studyJournal of Exposure Analysis and Environmental Epidemiology Original Article
Effects of ultrafine and fine particulate and gaseous air pollution on cardiac autonomic control in subjects with coronary artery disease: The ULTRA studyJournal of Exposure Science and Environmental Epidemiology Research Article
See all 14 matches for Research