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Updated: Jul 5, 2026

Measuring Carbon Content in Airway Macrophages Exposed to Carbon-Containing Particulate Matters
Published on: July 12, 2024
Metabolic syndrome and inflammatory responses to long-term particulate air pollutants
Jiu-Chiuan Chen1, Joel Schwartz
1Department of Epidemiology, University of North Carolina School of Public Health, Chapel Hill, NC 27599, USA. jcchen@unc.edu
Background:
Human data linking inflammation with long-term particulate matter (PM) exposure are still lacking. Emerging evidence suggests that people with metabolic syndrome (MS) may be a more susceptible population.
Objectives:
Our goal was to examine potential inflammatory responses associated with long-term PM exposure and MS-dependent susceptibility.
Methods:
We conducted secondary analyses of white blood cell (WBC) count and MS data from The Third National Health and Nutrition Examination Survey and PM10 (PM with aerodynamic diameter < 10 microm) data from the U.S. Environmental Protection Agency Aerometric Information Retrieval System. Estimated 1-year PM10 exposures were aggregated at the centroid of each residential census-block group, using distance-weighted averages from all monitors in the residing and adjoining counties. We restricted our analyses to adults (20-89 years of age) with normal WBC (4,000-11,000 x 10(6)/L), no existing cardiovascular disease, complete PM10 and MS data, and living in current residences > 1 year (n = 2,978; age 48.5 +/- 17.8 years). Mixed-effects models were constructed to account for autocorrelation and potential confounders.
Results:
After adjustment for demographics, socioeconomic factors, lifestyles, residential characteristics, and MS, we observed a statistically significant association between WBC count and estimated local PM10 levels (p = 0.035). Participants from the least polluted areas (1-year PM10 < 1st quartile cutoff: 27.8 mug/m3) had lower WBC counts than the others (difference = 145 x 10(6)/L; 95% confidence interval, 10-281). We also noted a graded association between PM10 and WBC across subpopulations with increasing MS components, with 91 x 10(6)/L difference in WBC for those with no MS versus 214, 338, and 461 x 10(6)/L for those with 3, 4, and 5 metabolic abnormalities (trend-test p = 0.15).
Conclusions:
Our study revealed a positive association between long-term PM exposure and hematological markers of inflammation and supported the hypothesized MS-dependent susceptibility.
Insights
Long-term exposure to particulate matter (PM) is linked to inflammation, with individuals having metabolic syndrome (MS) showing increased susceptibility. This study found higher white blood cell counts in relation to PM10 levels, especially in those with more MS components.
Area of Science:
- Environmental Health
- Epidemiology
- Cardiovascular Health
Background:
- Limited human data exists on the link between long-term particulate matter (PM) exposure and inflammation.
- Metabolic syndrome (MS) may increase susceptibility to PM-related inflammatory responses.
Purpose of the Study:
- To investigate inflammatory responses to long-term PM exposure.
- To examine MS-dependent susceptibility to PM-induced inflammation.
Main Methods:
- Secondary analysis of National Health and Nutrition Examination Survey (NHANES) data for white blood cell (WBC) count and MS.
- Utilized EPA Aerometric Information Retrieval System data for PM10 exposure estimates.
- Employed mixed-effects models on 2,978 adults with complete data and long-term residence.
Main Results:
- A significant association was found between WBC count and estimated local PM10 levels after adjustments.
- Lower WBC counts were observed in areas with PM10 below the 1st quartile cutoff.
- A graded association between PM10 and WBC count was noted across increasing numbers of MS components.
Conclusions:
- Long-term PM exposure is positively associated with hematological markers of inflammation.
- The study supports the hypothesis of MS-dependent susceptibility to PM-related inflammation.
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