Analysis of Geographic and Environmental Factors and Their Association with Cutaneous Melanoma Incidence in Canada

Melissa Berman-Rosa, J. Logan, F. Ghazawi, M. Le, Santina Conte, E. Netchiporouk, I. Mukovozov, J. Cyr, A. Mourad, Wilson H. Miller, J. Claveau, T. Salopek, R. Gniadecki, D. Sasseville, E. Rahme, F. Lagacé, I. Litvinov
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引用次数: 6

Abstract

Background: Over 90% of skin cancers including cutaneous melanoma (CM) are related directly to sun exposure. Despite extensive knowledge on ultraviolet radiation’s (UVR) detrimental impact, many still fail to implement sun protection/sun avoidance. Human behavior, attitudes, and cultural norms of individuals and communities heavily depend on the surrounding climate/environment. In many instances, the climate shapes the culture/norms of the society. Canada has vast geographic/environmental differences. Methods: In the current ecological study, we sought to examine the relationship between various geographic and environmental factors and the distribution of CM incidence by Forward Sortation Area (FSA) postal code across Canada. CM incidence data were extracted from the Canadian Cancer Registry, while environmental data were extracted from the Canadian Urban Environmental Health Research Consortium (greenspace, as measured by the normalized difference vegetation index; annual highest temperature; absolute number and average length of yearly heat events; annual total precipitation [rain and snow]; absolute number and average length of events with precipitation [rain and snow]; and summer UVR index). The above geographic/environmental data by FSA were correlated with the respective CM incidence employing negative binomial regression model. Results: Our analysis highlights that increases in annual average temperature, summer UVR, and greenspace were associated with higher expected incidence of CM cases, while higher number of annual heat events together with highest annual temperature and higher average number of annual rain events were associated with a decrease in CM incidence rate. This study also highlights regional variation in environmental CM risk factors in Canada. Conclusions: This national population-based study presents clinically relevant conclusions on weather/geographic variations associated with CM incidence in Canada and will help refine targeted CM prevention campaigns by understanding unique weather/geographic variations in high-risk regions.
加拿大皮肤黑色素瘤发病率的地理和环境因素分析
背景:超过90%的皮肤癌包括皮肤黑色素瘤(CM)与阳光照射直接相关。尽管对紫外线的有害影响有广泛的认识,但许多人仍然没有采取防晒措施。人类的行为、态度以及个人和社区的文化规范在很大程度上取决于周围的气候/环境。在许多情况下,气候塑造了社会的文化/规范。加拿大有巨大的地理/环境差异。方法:在当前的生态学研究中,我们试图通过前向分类区(FSA)邮政编码来研究加拿大境内各种地理和环境因素与CM发病率分布之间的关系。CM发病率数据取自加拿大癌症登记处,而环境数据取自加拿大城市环境健康研究联盟(绿地),采用归一化植被指数测量;全年最高气温;年高温事件的绝对数量和平均长度;年总降水量[雨雪];降水(雨雪)事件的绝对次数和平均时间;夏季UVR指数)。采用负二项回归模型对上述地理/环境数据与CM发病率进行相关性分析。结果:年平均气温、夏季UVR和绿地面积的增加与CM发病率的增加有关,而年高温事件数量的增加、年最高温度和年平均降雨事件数量的增加与CM发病率的降低有关。本研究还强调了加拿大环境CM风险因素的区域差异。结论:这项以全国人口为基础的研究提出了与加拿大CM发病率相关的天气/地理变化的临床相关结论,并将通过了解高危地区独特的天气/地理变化,帮助改进有针对性的CM预防活动。
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