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

被引:14
作者
Berman-Rosa, Melissa [1 ]
Logan, James
Ghazawi, Feras M. [2 ]
Le, Michelle [3 ]
Conte, Santina [3 ]
Netchiporouk, Elena [3 ]
Mukovozov, Ilya M. [4 ]
Cyr, Janelle [5 ]
Mourad, Ahmed [6 ]
Miller, Wilson H. [7 ]
Claveau, Joel [8 ]
Salopek, Thomas G. [9 ]
Gniadecki, Robert [9 ]
Sasseville, Denis [3 ]
Rahme, Elham [10 ]
Lagace, Francois [3 ]
Litvinov, Ivan V. [3 ]
机构
[1] McGill Univ, Dept Family Med, Montreal, PQ, Canada
[2] Univ Ottawa, Div Dermatol, Ottawa, ON, Canada
[3] McGill Univ, Div Dermatol, Montreal, PQ, Canada
[4] Univ British Columbia, Dept Dermatol & Skin Sci, Vancouver, BC, Canada
[5] Univ Toronto, Div Dermatol, Toronto, ON, Canada
[6] Univ Calgary, Div Dermatol, Calgary, AB, Canada
[7] McGill Univ, Dept Med & Oncol, Montreal, PQ, Canada
[8] Laval Univ, Div Dermatol, Quebec City, PQ, Canada
[9] Univ Alberta, Div Dermatol, Edmonton, AB, Canada
[10] McGill Univ, Div Clin Epidemiol, Montreal, PQ, Canada
基金
加拿大健康研究院;
关键词
Melanoma; Cutaneous melanoma; Incidence; Risk factors; Canadian Urban Environmental Health Research Consortium; Canadian Cancer Registry; Climate; Geography; Heat; Rain; Temperature; Ultraviolet radiation; Ultraviolet index; Normalized difference vegetation index; Latitude; WEEKEND SUN PROTECTION; SKIN-CANCER PREVENTION; MASS-MEDIA CAMPAIGNS; MORTALITY; SUNBURN; SUNSMART; TRENDS; DETERMINANTS; POPULATION; DIAGNOSIS;
D O I
10.1159/000524949
中图分类号
R75 [皮肤病学与性病学];
学科分类号
100206 ;
摘要
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.
引用
收藏
页码:1006 / 1017
页数:12
相关论文
共 52 条
[1]   Generational shift in melanoma incidence and mortality in Queensland, Australia, 1995-2014 [J].
Aitken, Joanne F. ;
Youlden, Danny R. ;
Baade, Peter D. ;
Soyer, H. Peter ;
Green, Adele C. ;
Smithers, B. Mark .
INTERNATIONAL JOURNAL OF CANCER, 2018, 142 (08) :1528-1535
[2]   LOCAL INDICATORS OF SPATIAL ASSOCIATION - LISA [J].
ANSELIN, L .
GEOGRAPHICAL ANALYSIS, 1995, 27 (02) :93-115
[3]   The Canadian Urban Environmental Health Research Consortium - a protocol for building a national environmental exposure data platform for integrated analyses of urban form and health [J].
Brook, Jeffrey R. ;
Setton, Eleanor M. ;
Seed, Evan ;
Shooshtari, Mahdi ;
Doiron, Dany .
BMC PUBLIC HEALTH, 2018, 18
[4]   Population-Based Study Detailing Cutaneous Melanoma Incidence and Mortality Trends in Canada [J].
Conte, Santina ;
Ghazawi, Feras M. ;
Le, Michelle ;
Nedjar, Hacene ;
Alakel, Akram ;
Lagace, Francois ;
Mukovozov, Ilya M. ;
Cyr, Janelle ;
Mourad, Ahmed ;
Miller Jr, Wilson H. H. ;
Claveau, Joel ;
Salopek, Thomas G. ;
Netchiporouk, Elena ;
Gniadecki, Robert ;
Sasseville, Denis ;
Rahme, Elham ;
Litvinov, Ivan V. .
FRONTIERS IN MEDICINE, 2022, 9
[5]  
Council, 2019, OUR VICTORIA TOMORRO
[6]   Urban greenness and mortality in Canada's largest cities: a national cohort study [J].
Crouse, Dan L. ;
Pinault, Lauren ;
Balram, Adele ;
Hystad, Perry ;
Peters, Paul A. ;
Chen, Hong ;
van Donkelaar, Aaron ;
Martin, Randall V. ;
Menard, Richard ;
Robichaud, Alain ;
Villeneuve, Paul J. .
LANCET PLANETARY HEALTH, 2017, 1 (07) :E289-E297
[7]   Prevalence and determinants of Australian adolescents' and adults' weekend sun protection and sunburn, summer 2003-2004 [J].
Dobbinson, Suzanne ;
Wakefield, Melanie ;
Hill, David ;
Girgis, Afaf ;
Aitken, Joanne E. ;
Beckmann, Kerri ;
Reeder, Anthony I. ;
Herd, Natalie ;
Fairthorne, Andrew ;
Bowles, Kelly-Ann .
JOURNAL OF THE AMERICAN ACADEMY OF DERMATOLOGY, 2008, 59 (04) :602-614
[8]   Weekend sun protection and sunburn in Australia: Trends (1987-2002) and association with SunSmart television advertising [J].
Dobbinson, Suzanne J. ;
Wakefield, Melanie A. ;
Jamsen, Kris M. ;
Herd, Natalie L. ;
Spittal, Matthew J. ;
Lipscomb, John E. ;
Hill, David J. .
AMERICAN JOURNAL OF PREVENTIVE MEDICINE, 2008, 34 (02) :94-101
[9]  
Ebi KL, 2021, LANCET, V398, P698, DOI 10.1016/S0140-6736(21)01208-3
[10]   A method for managing re-identification risk from small geographic areas in Canada [J].
El Emam, Khaled ;
Brown, Ann ;
AbdelMalik, Philip ;
Neisa, Angelica ;
Walker, Mark ;
Bottomley, Jim ;
Roffey, Tyson .
BMC MEDICAL INFORMATICS AND DECISION MAKING, 2010, 10