Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States.
Center for Clinical Epidemiology and Biostatistics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States.
Front Public Health. 2023 Jun 26;11:1002597. doi: 10.3389/fpubh.2023.1002597. eCollection 2023.
Lung cancer remains a major health problem world-wide. Environmental exposure to lung cancer carcinogens can affect lung cancer incidence. We investigated the association between lung cancer incidence and an air toxics hazard score of environmental carcinogen exposures derived previously under the exposome concept.
Lung cancer cases diagnosed in Philadelphia and the surrounding counties between 2008 and 2017 were identified from the Pennsylvania Cancer Registry. Age-adjusted incidence rates at the ZIP code level were calculated based on the residential address at diagnosis. The air toxics hazard score, an aggregate measure for lung cancer carcinogen exposures, was derived using the criteria of toxicity, persistence, and occurrence. Areas with high incidence or hazard score were identified. Spatial autoregressive models were fitted to evaluate the association, with and without adjusting for confounders. Stratified analysis by smoking prevalence was performed to examine potential interactions.
We observed significantly higher age-adjusted incidence rates in ZIP codes that had higher air toxics hazard score values after controlling for demographic variables, smoking prevalence, and proximity to major highways. Analyzes stratified by smoking prevalence suggested that exposure to environmental lung carcinogens had a larger effect on cancer incidence in locations with higher smoking prevalence.
The positive association between the multi-criteria derived air toxics hazard score and lung cancer incidence provides the initial evidence to validate the hazard score as an aggregate measure of carcinogenic exposures in the environment. The hazard score can be used to supplement the existing risk factors in identifying high risk individuals. Communities with higher incidence/hazard score may benefit from greater awareness of lung cancer risk factors and targeted screening programs.
肺癌仍是全球范围内的一个主要健康问题。环境中接触肺癌致癌物会影响肺癌的发病率。我们研究了先前基于暴露组学概念得出的环境致癌物暴露的空气毒性危害评分与肺癌发病率之间的关系。
我们从宾夕法尼亚癌症登记处确定了 2008 年至 2017 年期间在费城及其周边县诊断出的肺癌病例。根据诊断时的居住地址,按邮政编码水平计算年龄调整后的发病率。空气毒性危害评分是一种用于评估肺癌致癌物暴露的综合指标,它是根据毒性、持久性和发生情况来确定的。确定了高发病率或高危害评分的区域。使用空间自回归模型评估关联,包括和不包括调整混杂因素。进行了按吸烟流行率分层的分析,以检查潜在的交互作用。
我们观察到,在控制了人口统计学变量、吸烟流行率和靠近主要高速公路的因素后,空气毒性危害评分较高的邮政编码的年龄调整发病率显著更高。按吸烟流行率分层的分析表明,环境肺癌致癌物的暴露对吸烟流行率较高的地区的癌症发病率有更大的影响。
多标准衍生的空气毒性危害评分与肺癌发病率之间的正相关关系为该危害评分作为环境中致癌暴露的综合指标提供了初步证据。危害评分可用于补充现有风险因素,以识别高危个体。发病率/危害评分较高的社区可能受益于提高对肺癌风险因素的认识和有针对性的筛查计划。