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Refined ambient PM2.5 exposure surrogates and the risk of myocardial infarction
Natasha Hodas1, Barbara J Turpin, Melissa M Lunden
1Department of Environmental Sciences, Rutgers University, New Brunswick, New Jersey, USA.
Abstract:
Using a case-crossover study design and conditional logistic regression, we compared the relative odds of transmural (full-wall) myocardial infarction (MI) calculated using exposure surrogates that account for human activity patterns and the indoor transport of ambient PM(2.5) with those calculated using central-site PM(2.5) concentrations to estimate exposure to PM(2.5) of outdoor origin (exposure to ambient PM(2.5)). Because variability in human activity and indoor PM(2.5) transport contributes exposure error in epidemiologic analyses when central-site concentrations are used as exposure surrogates, we refer to surrogates that account for this variability as "refined" surrogates. As an alternative analysis, we evaluated whether the relative odds of transmural MI associated with increases in ambient PM(2.5) is modified by residential air exchange rate (AER), a variable that influences the fraction of ambient PM(2.5) that penetrates and persists indoors. Use of refined exposure surrogates did not result in larger health effect estimates (ORs=1.10-1.11 with each interquartile range (IQR) increase), narrower confidence intervals, or better model fits compared with the analysis that used central-site PM(2.5). We did observe evidence for heterogeneity in the relative odds of transmural MI with residential AER (effect-modification), with residents of homes with higher AERs having larger ORs than homes in lower AER tertiles. For the level of exposure-estimate refinement considered here, our findings add support to the use of central-site PM(2.5) concentrations for epidemiological studies that use similar case-crossover study designs. In such designs, each subject serves as his or her own matched control. Thus, exposure error related to factors that vary spatially or across subjects should only minimally impact effect estimates. These findings also illustrate that variability in factors that influence the fraction of ambient PM(2.5) in indoor air (e.g., AER) could possibly bias health effect estimates in study designs for which a spatiotemporal comparison of exposure effects across subjects is conducted.
Insights
Refined exposure estimates for ambient fine particulate matter (PM2.5) did not improve myocardial infarction risk assessment in case-crossover studies. Central-site PM2.5 concentrations remain suitable for these designs, though indoor air factors can influence results.
Area of Science:
- Environmental Epidemiology
- Cardiovascular Health
- Air Pollution Research
Background:
- Exposure assessment for ambient fine particulate matter (PM2.5) is crucial for understanding its cardiovascular health impacts.
- Traditional methods using central-site PM2.5 may introduce exposure error due to human activity and indoor PM2.5 transport.
- Refined exposure surrogates aim to improve accuracy by accounting for these real-world exposure dynamics.
Purpose of the Study:
- To compare the accuracy of transmural myocardial infarction (MI) risk estimates using refined PM2.5 exposure surrogates versus central-site concentrations.
- To investigate whether residential air exchange rate (AER) modifies the association between PM2.5 exposure and transmural MI.
- To evaluate the utility of refined exposure surrogates in case-crossover epidemiological studies.
Main Methods:
- Case-crossover study design utilizing conditional logistic regression.
- Comparison of relative odds of transmural MI using central-site PM2.5 versus refined exposure surrogates.
- Analysis of effect modification by residential air exchange rate (AER) on PM2.5-MI associations.
Main Results:
- Refined exposure surrogates did not yield larger health effect estimates, narrower confidence intervals, or improved model fits compared to central-site PM2.5.
- Evidence of effect modification by AER was observed, with higher AERs associated with increased odds of transmural MI.
- Central-site PM2.5 concentrations proved adequate for exposure assessment in this case-crossover study design.
Conclusions:
- Central-site PM2.5 concentrations are appropriate for epidemiological studies using case-crossover designs due to inherent subject-specific controls.
- Variability in indoor air factors like AER can potentially bias health effect estimates in studies comparing exposure effects across subjects.
- Further research into factors influencing indoor PM2.5 penetration and persistence is warranted for refining exposure assessments.
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