AI Article Synopsis
- Moderate correlations were found between different methods measuring traffic-related air pollution (TRAP), which can lead to misclassification of exposure among individuals.
- The study aimed to improve exposure classification using multiple established modeling approaches and reassess connections between TRAP and cancers (lung, breast, prostate) as well as overall mortality in coronary patients.
- Results showed that patients with higher certainty of exposure had increased risks for specific cancers and a similar trend for mortality, indicating that better exposure classification may strengthen the associations between TRAP and health outcomes.
Article Abstract
Background: Moderate correlations were previously observed between individual estimates of traffic-related air pollution (TRAP) produced by different exposure modeling approaches. This induces exposure misclassification for a substantial fraction of subjects.
Aim: We used an ensemble of well-established modeling approaches to increase certainty of exposure classification and reevaluated the association with cancers previously linked to TRAP (lung, breast and prostate), other cancers, and all-cause mortality in a cohort of coronary patients.
Methods: Patients undergoing percutaneous coronary interventions in a major Israeli medical center from 2004 to 2014 (n = 10,627) were followed for cancer (through 2015) and mortality (through 2017) via national registries. Residential exposure to nitrogen oxides (NO) -a proxy for TRAP- was estimated by optimized dispersion model (ODM) and land use regression (LUR) (r = 0.50). Mutually exclusive groups of subjects classified as exposed by none of the methods (high-certainty low-exposed), ODM alone, LUR alone, or both methods (high-certainty high-exposed) were created. Associations were examined using Cox regression models.
Results: During follow-up, 741 incident cancer cases were diagnosed and 3051 deaths occurred. Using a ≥25 ppb cutoff, compared with high-certainty low exposed, the multivariable-adjusted hazard ratios (95% confidence intervals) for lung, breast and prostate cancer were 1.56 (1.13-2.15) in high-certainty exposed, 1.27 (0.86-1.86) in LUR-exposed alone, and 1.13 (0.77-1.65) in ODM-exposed alone. The association of the former category was strengthened using more extreme NO cutoffs. A similar pattern, albeit less strong, was observed for mortality, whereas no association was shown for cancers not previously linked to TRAP.
Conclusions: Use of an ensemble of TRAP exposure estimates may improve classification, resulting in a stronger association with outcomes.
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| http://dx.doi.org/10.1016/j.envres.2019.108560 | DOI Listing |
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