Chongliang Luo, Saira Khan, Liyan Jin, Aimee S James, Graham A Colditz, Bettina F Drake
{"title":"癌症控制干预的目标应该在哪里:2018-2022年美国主要癌症死亡率的地理空间热点分析","authors":"Chongliang Luo, Saira Khan, Liyan Jin, Aimee S James, Graham A Colditz, Bettina F Drake","doi":"10.1158/1055-9965.EPI-24-0957","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Identifying changes in geographic disparities of cancer mortality reveals locations where cancer prevention and control efforts should be focused/targeted. We use recent cancer surveillance data to demonstrate the geographic disparity of major cancer mortality rates in the United States and its shift compared with previous data.</p><p><strong>Methods: </strong>This cross-sectional study used the 2018 to 2022 county-level mortality rates of colorectal, lung, breast, and prostate cancers from the Centers for Disease Control mortality data. Counties with suppressed death counts were imputed by spatial regression models. Getis-Ord Gi* statistics were used to evaluate the spatial clustering of county mortality. Identified hotspot counties were visualized and compared with literature for hotspot pattern change.</p><p><strong>Results: </strong>A total of 3,108 US mainland counties were included. Cancer mortality rates were significantly higher in 244 counties for colorectal, 456 for lung, 147 for breast, and 180 for prostate cancers. Hotspot areas were central Appalachia (colorectal and lung cancers), Lower Mississippi Delta (colorectal, breast, and prostate cancers), Midwest (colorectal and lung cancers), north Michigan/Wisconsin (lung and prostate cancers), north Florida (lung cancer), and the West (prostate cancer).</p><p><strong>Conclusions: </strong>West central Appalachia and Lower Mississippi Delta continue to be hotspots for major cancer types, whereas previously identified eastern North Carolina/Virginia hotspots shrunk, east Oklahoma and North Florida emerged as new hotspots for lung cancer, and several hotspots emerged in the West for prostate cancer.</p><p><strong>Impact: </strong>This study updated the analyses for geospatial disparity in major cancer mortality since 2018, illustrating recent changes in the disparity pattern and pinpointing areas that cancer prevention and control efforts should target.</p>","PeriodicalId":9458,"journal":{"name":"Cancer Epidemiology Biomarkers & Prevention","volume":" ","pages":"1074-1079"},"PeriodicalIF":3.4000,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12137688/pdf/","citationCount":"0","resultStr":"{\"title\":\"Where Should the Cancer Control Interventions Target: A Geospatial Hotspot Analysis for Major Cancer Mortality 2018 to 2022 in the United States.\",\"authors\":\"Chongliang Luo, Saira Khan, Liyan Jin, Aimee S James, Graham A Colditz, Bettina F Drake\",\"doi\":\"10.1158/1055-9965.EPI-24-0957\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Identifying changes in geographic disparities of cancer mortality reveals locations where cancer prevention and control efforts should be focused/targeted. We use recent cancer surveillance data to demonstrate the geographic disparity of major cancer mortality rates in the United States and its shift compared with previous data.</p><p><strong>Methods: </strong>This cross-sectional study used the 2018 to 2022 county-level mortality rates of colorectal, lung, breast, and prostate cancers from the Centers for Disease Control mortality data. Counties with suppressed death counts were imputed by spatial regression models. Getis-Ord Gi* statistics were used to evaluate the spatial clustering of county mortality. Identified hotspot counties were visualized and compared with literature for hotspot pattern change.</p><p><strong>Results: </strong>A total of 3,108 US mainland counties were included. Cancer mortality rates were significantly higher in 244 counties for colorectal, 456 for lung, 147 for breast, and 180 for prostate cancers. Hotspot areas were central Appalachia (colorectal and lung cancers), Lower Mississippi Delta (colorectal, breast, and prostate cancers), Midwest (colorectal and lung cancers), north Michigan/Wisconsin (lung and prostate cancers), north Florida (lung cancer), and the West (prostate cancer).</p><p><strong>Conclusions: </strong>West central Appalachia and Lower Mississippi Delta continue to be hotspots for major cancer types, whereas previously identified eastern North Carolina/Virginia hotspots shrunk, east Oklahoma and North Florida emerged as new hotspots for lung cancer, and several hotspots emerged in the West for prostate cancer.</p><p><strong>Impact: </strong>This study updated the analyses for geospatial disparity in major cancer mortality since 2018, illustrating recent changes in the disparity pattern and pinpointing areas that cancer prevention and control efforts should target.</p>\",\"PeriodicalId\":9458,\"journal\":{\"name\":\"Cancer Epidemiology Biomarkers & Prevention\",\"volume\":\" \",\"pages\":\"1074-1079\"},\"PeriodicalIF\":3.4000,\"publicationDate\":\"2025-07-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12137688/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Cancer Epidemiology Biomarkers & Prevention\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1158/1055-9965.EPI-24-0957\",\"RegionNum\":3,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"ONCOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Cancer Epidemiology Biomarkers & Prevention","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1158/1055-9965.EPI-24-0957","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ONCOLOGY","Score":null,"Total":0}
Where Should the Cancer Control Interventions Target: A Geospatial Hotspot Analysis for Major Cancer Mortality 2018 to 2022 in the United States.
Background: Identifying changes in geographic disparities of cancer mortality reveals locations where cancer prevention and control efforts should be focused/targeted. We use recent cancer surveillance data to demonstrate the geographic disparity of major cancer mortality rates in the United States and its shift compared with previous data.
Methods: This cross-sectional study used the 2018 to 2022 county-level mortality rates of colorectal, lung, breast, and prostate cancers from the Centers for Disease Control mortality data. Counties with suppressed death counts were imputed by spatial regression models. Getis-Ord Gi* statistics were used to evaluate the spatial clustering of county mortality. Identified hotspot counties were visualized and compared with literature for hotspot pattern change.
Results: A total of 3,108 US mainland counties were included. Cancer mortality rates were significantly higher in 244 counties for colorectal, 456 for lung, 147 for breast, and 180 for prostate cancers. Hotspot areas were central Appalachia (colorectal and lung cancers), Lower Mississippi Delta (colorectal, breast, and prostate cancers), Midwest (colorectal and lung cancers), north Michigan/Wisconsin (lung and prostate cancers), north Florida (lung cancer), and the West (prostate cancer).
Conclusions: West central Appalachia and Lower Mississippi Delta continue to be hotspots for major cancer types, whereas previously identified eastern North Carolina/Virginia hotspots shrunk, east Oklahoma and North Florida emerged as new hotspots for lung cancer, and several hotspots emerged in the West for prostate cancer.
Impact: This study updated the analyses for geospatial disparity in major cancer mortality since 2018, illustrating recent changes in the disparity pattern and pinpointing areas that cancer prevention and control efforts should target.
期刊介绍:
Cancer Epidemiology, Biomarkers & Prevention publishes original peer-reviewed, population-based research on cancer etiology, prevention, surveillance, and survivorship. The following topics are of special interest: descriptive, analytical, and molecular epidemiology; biomarkers including assay development, validation, and application; chemoprevention and other types of prevention research in the context of descriptive and observational studies; the role of behavioral factors in cancer etiology and prevention; survivorship studies; risk factors; implementation science and cancer care delivery; and the science of cancer health disparities. Besides welcoming manuscripts that address individual subjects in any of the relevant disciplines, CEBP editors encourage the submission of manuscripts with a transdisciplinary approach.