Spatial Cluster of Air Pollutants and Its Association with Life Expectancy, Age-Specific Mortality Risk, and Cause-Specific Mortality Rate: A County-Level Ecological Study Across the USA
Air pollution has been one of the major threats to public health. The study aimed to determine latent patterns of geographical distribution of health-related air pollutants across the USA and to evaluate real-world cumulative effects of these patterns on public health metrics. It was an ecological study using county-level data on the concentrations of 12 air pollutants over 20 years. Latent class analysis was used to identify the common clusters of life expectancy-associated air pollutants based on their concentration characteristics in the final counties studied (<i>n</i> = 699). Multivariate linear regression analyses were then applied to assess the relationship between the LCA-derived clusters and health measurements with confounding adjustment. We found that PM<sub>2.5</sub> mass, PM<sub>10</sub> speciation, and NONO<i><sub>x</sub></i>NO<i><sub>y</sub></i> (the reactive nitrogen species) were associated with life expectancy and thus were included in LCA. Among five identified clusters, the one with a more severe pollutant profile was associated with a decreasing life expectancy, an increasing mortality risk among middle-aged and elderly populations (≥45 years), and an increasing mortality rate caused by chronic respiratory conditions, cardiovascular diseases, and neoplasms. Our study brings new perspectives on real-world geographical patterns of air pollution to explain health disparities across the USA.
Authors
- Bingjie Qu
- Rong Rong (ORCID: https://orcid.org/0000-0003-2423-4082)
- Xiang Shi (ORCID: https://orcid.org/0000-0001-5558-6756)
- J. C. Wang
- Qiaochu Xu (ORCID: https://orcid.org/0009-0006-5136-9969)
- B. Y. Hu (ORCID: https://orcid.org/0009-0007-2272-747X)
- Chengxiu Ling
- Ying Chen
- Peng Zhao
Institutions
- Tulane University (US)
- University of Liverpool (GB)
- National Center for Nanoscience and Technology (CN)
- Xi’an Jiaotong-Liverpool University (CN)
Publication Details
- Journal
- Life
- Published
- 2026-01-21
- DOI
- https://doi.org/10.3390/life16010177
- Primary Topic
- Air Quality and Health Impacts
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- U.S. Environmental Protection Agency
- Institute for Health Metrics and Evaluation
- Health Resources and Services Administration