School of Nutrition and Public Health, College of Health, Oregon State University, 160 SW 26(th) Street, Corvallis, Oregon 97331, USA.
MRC Centre for Environment and Health, Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK.
Sci Total Environ. 2024 Dec 1;954:176288. doi: 10.1016/j.scitotenv.2024.176288. Epub 2024 Sep 14.
Childhood cancer has few established risk factors and environmental influences are underexplored. This ecologic study investigated the association between domestic radon exposure and childhood cancer risk in a large sample of United States (U.S.) counties.
Monthly ZIP code-level basement radon estimates from a geographic machine learning model were aggregated annually to counties, analyzed as continuous and dichotomized (cut point: 74 Bq/cubic meter (Bq/m) or 2.0 picocuries/L (pCi/L)) versions, and lagged by one year. Annual county-level counts of sex- and site-specific (all, leukemia, brain and central nervous system [CNS], and other sites) incident cancer diagnoses among those 0-19 years from 2001 to 2018 were obtained from the National Cancer Institute's Surveillance, Epidemiology, and End Results Program database. Sex- and site-specific counts were modeled as zero-inflated Poisson distributions in a Bayesian spatiotemporal framework and sequentially adjusted for random and fixed confounder effects.
In 727 counties across 14 states, the average population aged 0-19 years was 41,599 people at baseline. Results from fully adjusted spatiotemporal statistical models indicated 1.05 (95% credible interval, CrI: 1.00, 1.09) times higher relative risks (RRs) of leukemia among both sexes and a RR of 1.06 (95%CrI: 1.00, 1.12) in males from a 50 Bq/m (1.35 pCi/L) increase in radon concentration the year prior. For radon exposures ≥74 Bq/m (2.00 pCi/L) the year prior, RRs were 1.08 (95%CrI: 1.02, 1.15) for both sexes and 1.12 (95%CrI: 1.04, 1.22) for females. No associations were found with other cancer sites or sexes from prior year radon exposures.
County-level childhood leukemia risk in both sexes were associated with average radon levels below U.S. Environmental Protection Agency guidelines recommending mitigation (148 Bq/m or 4.00 pCi/L). These findings warrant further investigation using population-based and individual-level study designs.
儿童癌症的既定风险因素较少,环境影响仍未得到充分探索。本生态研究调查了美国(美国)大量县内家庭氡暴露与儿童癌症风险之间的关联。
每月 ZIP 代码级别的地下室氡估算值来自地理机器学习模型,按年聚合到县,连续和二分(切点:74 Bq/立方米(Bq/m)或 2.0 皮居里/升(pCi/L))版本进行分析,并滞后一年。从 2001 年至 2018 年,从国家癌症研究所的监测,流行病学和最终结果计划数据库中获得了 0-19 岁年龄段的县内特定性别和部位(所有,白血病,脑和中枢神经系统[CNS]和其他部位)的年度癌症发病例数。在贝叶斯时空框架中,对零膨胀泊松分布模型进行了性别和部位特异性计数,并依次对随机和固定混杂因素的影响进行了调整。
在 14 个州的 727 个县中,平均 0-19 岁人口在基线时为 41,599 人。完全调整后的时空统计模型结果表明,两性白血病的相对风险(RR)均高出 1.05(95%可信区间,CrI:1.00,1.09)倍,男性的 RR 高出 1.06(95%CrI:1.00,1.12)从一年前氡浓度增加 50 Bq/m(1.35 pCi/L)开始。对于一年前氡暴露量≥74 Bq/m(2.00 pCi/L),两性的 RR 分别为 1.08(95%CrI:1.02,1.15),女性的 RR 为 1.12(95%CrI:1.04,1.22)。在前一年的氡暴露中,没有发现与其他癌症部位或性别有关的关系。
两性县内儿童白血病风险与低于美国环境保护署建议缓解的平均氡水平有关(148 Bq/m 或 4.00 pCi/L)。这些发现需要使用基于人群和个体水平的研究设计进行进一步调查。