Liu Bian, Sheffield Perry, Mohamed Nihal, Lee Furrina, Bailey Kayleen, Insaf Tabassum, Thompson Hannah
Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, One Gustave L. Levy Place, Box 1077, New York, NY, 10029, USA.
Department of Environmental Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Cancer Causes Control. 2025 May 28. doi: 10.1007/s10552-025-02011-5.
We aimed to identify geographical areas of vulnerability, namely co-occurring heightened cancer prevalence and exposure to natural hazards.
Cancer prevalence data for four major cancers (lung, breast, colorectal, and prostate) from the Centers for Medicare and Medicaid Services were used along with National Risk Index (NRI) for 18 hazards, including hurricane and wildfire, from the Federal Emergency Management Agency. We examined county-level spatial correlations between cancer prevalence and NRI values using Lee's L statistics.
NRI values and cancer prevalence were positively correlated with substantial variations (global Lee's L = 0.24, p < 0.05; local Lee's L IQR -0.07 to 0.38). Out of 3106 counties in the contiguous United States, 455 (14.6%) had statistically significant spatial correlations between NRI values and cancer prevalence, of which 194 (43%) were hotspot counties with high NRI values correlated with high cancer prevalence. These hotspot counties were located mostly along coastlines, specifically the Atlantic and Gulf of Mexico with some pockets in the Midwest, primarily in urban areas (151, 77.8%), and within the catchment areas of National Cancer Institute-designated cancer centers (173, 89.2%). They also differed in the types of natural hazard and cancer, as well as community resilience and social vulnerability.
We identified several geographical areas in the United States with increased need, which may serve as priority areas for future research around the impacts of environmental exposures on cancer continuum. On a public health level, they also may guide prioritization efforts for environmental hazard planning and preparation.
我们旨在确定易受影响的地理区域,即癌症患病率高且同时暴露于自然灾害的地区。
使用了医疗保险和医疗补助服务中心提供的四种主要癌症(肺癌、乳腺癌、结直肠癌和前列腺癌)的患病率数据,以及联邦紧急事务管理局提供的包括飓风和野火在内的18种灾害的国家风险指数(NRI)。我们使用李式L统计量研究了县级癌症患病率与NRI值之间的空间相关性。
NRI值与癌症患病率呈正相关,且存在显著差异(全局李式L = 0.24,p < 0.05;局部李式L的四分位距为-0.07至0.38)。在美国本土的3106个县中,有455个(14.6%)的NRI值与癌症患病率之间存在统计学上显著的空间相关性,其中194个(43%)是热点县,NRI值高与癌症患病率高相关。这些热点县大多位于沿海地区,特别是大西洋沿岸和墨西哥湾沿岸,中西部也有一些地区,主要在城市地区(151个,占77.8%),以及美国国家癌症研究所指定的癌症中心的集水区内(173个,占89.2%)。它们在自然灾害和癌症的类型、社区恢复力和社会脆弱性方面也存在差异。
我们确定了美国几个需求增加的地理区域,这些区域可作为未来围绕环境暴露对癌症连续过程影响的研究重点区域。在公共卫生层面,它们还可指导环境危害规划和准备工作的优先排序。