ArticleBMC cancer2018
A statewide investigation of geographic lung cancer incidence patterns and radon exposure in a low-smoking population.
Article in BMC cancer, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Who cites it
16 citing papers in PubMed.
- Spatial Variations and Gender Differences in the Associations Between Lung Cancer Mortality Rate and Contextual Factors: A County-Level Cross-Sectional Ecological Analysis.Journal of prevention (2022) · 2026Article
- Bronchus and lung cancer-related mortality trends in the United States from 1999 to 2023.Journal of cardiothoracic surgery · 2026Article
- Radon Exposure as an Occupational Hazard and Environmental Risk Factor for Lung Cancer in Utah: Assessment, Mitigation, and Policy Implications.Journal of registry management · 2026Article
- Lung Cancer Incidence in Counties at Low and High Risk of Radon Exposure: A Population-Based SEER Analysis (1975-2022).medRxiv : the preprint server for health sciences · 2025Article
- Lung cancer mortality trends and disparities: A cross-sectional analysis 1999-2020.Cancer epidemiology · 2024Article
- Investigating sex, race, and geographic disparities in bronchus and lung cancer mortality in the United States: a comprehensive longitudinal study (1999-2020) utilizing CDC WONDER data.Annals of medicine and surgery (2012) · 2024Review
- Landscape analysis of environmental data sources for linkage with SEER cancer patients database.Journal of the National Cancer Institute. Monographs · 2024Article
- Global trends of cancer: The role of diet, lifestyle, and environmental factors.Cancer innovation · 2023Review
- Lung cancer susceptibility beyond smoking history: opportunities and challenges.Translational lung cancer research · 2022Article
- Lung cancer is also a hereditary disease.European respiratory review : an official journal of the European Respiratory Society · 2021Review
- Significant Regional Differences in Lung Cancer Incidence in Hungary: Epidemiological Study Between 2011 and 2016.Pathology oncology research : POR · 2021Article
- Associations Between School Characteristics and Classroom Radon Concentrations in Utah's Public Schools: A Project Completed by University Environmental Health Students.International journal of environmental research and public health · 2020Article
- Economic valuation of health benefits from using geologic data to communicate radon risk potential.Environmental health : a global access science source · 2020Article
- Rural-urban disparities in colorectal cancer survival and risk among men in Utah: a statewide population-based study.Cancer causes & control : CCC · 2020Article
- Estimates of the Lung Cancer Cases Attributable to Radon in Municipalities of Two Apulia Provinces (Italy) and Assessment of Main Exposure Determinants.International journal of environmental research and public health · 2018Article
- Investigation of Geographical Disparities: The Use of An Interpolation Method For Cancer Registry Data.The Journal of the Oklahoma State Medical AssociationArticle
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Authors and funding
11 authors.
Funding
Abstract
backgroundLung cancer is the leading cause of cancer-related mortality in Utah despite having the nation's lowest smoking rate. Radon exposure and differences in lung cancer incidence between nonmetropolitan and metropolitan areas may explain this phenomenon. We compared smoking-adjusted lung cancer incidence rates between nonmetropolitan and metropolitan counties by predicted indoor radon level, sex, and cancer stage. We also compared lung cancer incidence by county classification between Utah and all SEER sites.
methodsSEER*Stat provided annual age-adjusted rates per 100,000 from 1991 to 2010 for each Utah county and all other SEER sites. County classification, stage, and sex were obtained from SEER*Stat. Smoking was obtained from Environmental Public Health Tracking estimates by Ortega et al. EPA provided low (< 2 pCi/L), moderate (2-4 pCi/L), and high (> 4 pCi/L) indoor radon levels for each county. Poisson models calculated overall, cancer stage, and sex-specific rates and p-values for smoking-adjusted and unadjusted models. LOESS smoothed trend lines compared incidence rates between Utah and all SEER sites by county classification.
resultsAll metropolitan counties had moderate radon levels; 12 (63%) of the 19 nonmetropolitan counties had moderate predicted radon levels and 7 (37%) had high predicted radon levels. Lung cancer incidence rates were higher in nonmetropolitan counties than metropolitan counties (34.8 vs 29.7 per 100,000, respectively). Incidence of distant stage cancers was significantly higher in nonmetropolitan counties after controlling for smoking (16.7 vs 15.4, p = 0.02*). Incidence rates in metropolitan, moderate radon and nonmetropolitan, moderate radon counties were similar. Nonmetropolitan, high radon counties had a significantly higher incidence of lung cancer compared to nonmetropolitan, moderate radon counties after adjustment for smoking (41.7 vs 29.2, p < 0.0001*). Lung cancer incidence patterns in Utah were opposite of metropolitan/nonmetropolitan trends in other SEER sites.
conclusionLung cancer incidence and distant stage incidence rates were consistently higher in nonmetropolitan Utah counties than metropolitan counties, suggesting that limited access to preventative screenings may play a role in this disparity. Smoking-adjusted incidence rates in nonmetropolitan, high radon counties were significantly higher than moderate radon counties, suggesting that radon was also major contributor to lung cancer in these regions. National studies should account for geographic and environmental factors when examining nonmetropolitan/metropolitan differences in lung cancer.
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