Spatial clusters of nontuberculous mycobacterial lung disease in the United States
Jennifer Adjemian1, Kenneth N Olivier, Amy E Seitz
1Epidemiology Unit, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Qrts 15 B-1, 8 West Drive, MSC 2665, Bethesda, MD 20892-2665, USA. jennifer.adjemian@nih.gov
Rationale:
Prevalence of pulmonary nontuberculous mycobacterial (PNTM) disease varies by geographic region, yet the factors driving these differences remain largely unknown.
Objectives:
To identify spatial clusters of PNTM disease at the county level and to describe environmental and sociodemographic factors predictive of disease.
Methods:
PNTM cases identified from a nationally representative sample of Medicare Part B beneficiaries from 1997 to 2007 were geocoded by county and state of residence. County-level PNTM case counts and Medicare population data were then uploaded into SaTScan to identify significant spatial clusters and low-risk areas of disease. High-risk and low-risk counties were then compared to identify significant sociodemographic and environmental differences.
Measurements And Main Results:
We identified seven significant (P < 0.05) clusters of PNTM cases. These high-risk areas encompassed 55 counties in 8 states, including parts of California, Florida, Hawaii, Louisiana, New York, Oklahoma, Pennsylvania, and Wisconsin. Five low-risk areas were also identified, which encompassed 746 counties in 23 states, mostly in the Midwest. Counties in high-risk areas were significantly larger, had greater population densities, and higher education and income levels than low-risk counties. High-risk counties also had higher mean daily potential evapotranspiration levels and percentages covered by surface water, and were more likely to have greater copper and sodium levels in the soil, although lower manganese levels.
Conclusions:
Specific environmental factors related to soil and water exposure appear to increase the risk of PNTM infection. Still, given that environmental sources of NTM are ubiquitous and PNTM disease is rare, both host susceptibility and environmental factors must be considered in explaining disease development.
Insights
Geographic variations in pulmonary nontuberculous mycobacterial (PNTM) disease risk are linked to environmental factors. Higher PNTM disease rates in certain counties correlate with specific soil and water characteristics, alongside sociodemographic factors.
Area of Science:
- Environmental Epidemiology
- Public Health
- Infectious Disease Ecology
Background:
- Prevalence of pulmonary nontuberculous mycobacterial (PNTM) disease exhibits significant geographic variation.
- The underlying drivers of these regional differences in PNTM disease remain largely uncharacterized.
Purpose of the Study:
- To pinpoint spatial clusters of PNTM disease at the county level.
- To identify environmental and sociodemographic factors associated with PNTM disease risk.
Main Methods:
- Utilized Medicare Part B data (1997-2007) for PNTM case identification and geocoding by county.
- Employed SaTScan software to detect significant spatial clusters and low-risk areas.
- Compared sociodemographic and environmental characteristics of high-risk versus low-risk counties.
Main Results:
- Identified seven significant spatial clusters of PNTM cases across 55 counties in 8 states.
- High-risk counties were characterized by larger size, greater population density, higher education/income, increased evapotranspiration, more surface water, and distinct soil mineral profiles (higher copper/sodium, lower manganese).
- Five low-risk areas, comprising 746 counties, were identified, predominantly in the Midwest.
Conclusions:
- Environmental factors, particularly those related to soil and water exposure, appear to be significant contributors to PNTM infection risk.
- Disease development likely involves a complex interplay between host susceptibility and ubiquitous environmental sources of nontuberculous mycobacteria (NTM).
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