国家癌症系统特征和前列腺癌结局:全球数据分析。

IF 2.6 3区 医学 Q3 ENDOCRINOLOGY & METABOLISM
Prostate Pub Date : 2025-07-01 Epub Date: 2025-04-15 DOI:10.1002/pros.24901
Edward Christopher Dee, Ranvir Iyengar, Aditya Narayan, Erin Jay G Feliciano, James Fan Wu, Frances Dominique V Ho, Kenrick Ng, Jonas Willmann, Megan Lorenza L Cabaero, Anderson Kirk Nigel G Tan, Kaitlyn Lapen, Daniel Gorovets, Dana E Rathkopf, Sean M McBride, Himanshu Nagar, Brandon A Mahal, Paul L Nguyen
{"title":"国家癌症系统特征和前列腺癌结局:全球数据分析。","authors":"Edward Christopher Dee, Ranvir Iyengar, Aditya Narayan, Erin Jay G Feliciano, James Fan Wu, Frances Dominique V Ho, Kenrick Ng, Jonas Willmann, Megan Lorenza L Cabaero, Anderson Kirk Nigel G Tan, Kaitlyn Lapen, Daniel Gorovets, Dana E Rathkopf, Sean M McBride, Himanshu Nagar, Brandon A Mahal, Paul L Nguyen","doi":"10.1002/pros.24901","DOIUrl":null,"url":null,"abstract":"<p><strong>Importance and objective: </strong>Prostate cancer is the second most common cancer among men globally and the number of cases is expected to double from 2020 to 2040. A greater understanding of health system factors that can be leveraged to improve prostate cancer control may guide health system planning in anticipation of the growing global burden of prostate cancer.</p><p><strong>Design: </strong>This ecological cross-sectional study made use of the most recent available national health system metrics for countries with prostate cancer incidence and mortality estimates available from the International Agency for Research on Cancer (IARC). IARC data represent the most updated estimates as of April 2025.</p><p><strong>Main outcomes: </strong>National estimates of age-standardized mortality-to-incidence ratios (MIR) were derived from the GLOBOCAN 2022 database for male patients with prostate cancer of all ages. Health spending as a percent of gross domestic product, physicians per 1000 population, nurses and midwives per 1000 population, surgical workforce per 1000 population, gross domestic product (GDP) per capita, Universal Health Coverage Service Coverage Index (UHC index), availability of pathology services, human development index (HDI), gender inequality index, and number of radiotherapy centers per 1000 population were collected. The association between prostate MIR and each metric was evaluated using simple univariable linear regression models. Those with p < 0.005 (Bonferroni corrected) were included in multivariable models. Variation inflation factor analysis facilitated exclusion of variables with significant multicollinearity. R<sup>2</sup> defined goodness of fit.</p><p><strong>Results: </strong>Based on IARC estimate availability, data for 185 countries were collected; data availability ranged from 144 (77.8%, surgical workforce per 1000 population known) to 185 (100%, GDP per capita, RT centers per 1000 population). On univariable analysis, each of the 10 metrics was significantly associated with MIR of prostate cancer (< 0.001 forall). All but one (HDI, due to mutlicollinearity) were included in the multivariable model. The final multivariable model included 123 countries with complete data. Of those included in the regression with complete data, 44 of 123 (35.8%) were high-income countries; of those excluded due to incomplete data, 16 of 62 (25.8%) were high-income countries (χ² p = 0.17 comparing the proportion of high-income countries in the included and excluded groups). Therefore, the following variables were independently associated with lower (improved) MIR for prostate cancer: (1) surgical workforce per 1000 population, (2) UHC index, (3) radiotherapy centers per 1000 population, (4) GDP per capita. The final model had R<sup>2</sup> of 0.8408.</p><p><strong>Conclusions and relevance: </strong>Analysis of global data and health-system metrics suggest that surgical workforce, degree of UHC, availability of radiotherapy centers, and GDP per capita are independently associated with improved prostate cancer outcomes. In leveraging individual countries' health systems as data points, these findings may guide health system planning and prioritization. Efforts to strengthen access to surgery and radiotherapy in the context of broader and equitable cancer system strengthening may represent concrete points of action for public health efforts, given the growing global burden of prostate cancer.</p>","PeriodicalId":54544,"journal":{"name":"Prostate","volume":" ","pages":"947-953"},"PeriodicalIF":2.6000,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"National Cancer System Characteristics and Prostate Cancer Outcomes: An Analysis of Global Data.\",\"authors\":\"Edward Christopher Dee, Ranvir Iyengar, Aditya Narayan, Erin Jay G Feliciano, James Fan Wu, Frances Dominique V Ho, Kenrick Ng, Jonas Willmann, Megan Lorenza L Cabaero, Anderson Kirk Nigel G Tan, Kaitlyn Lapen, Daniel Gorovets, Dana E Rathkopf, Sean M McBride, Himanshu Nagar, Brandon A Mahal, Paul L Nguyen\",\"doi\":\"10.1002/pros.24901\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Importance and objective: </strong>Prostate cancer is the second most common cancer among men globally and the number of cases is expected to double from 2020 to 2040. A greater understanding of health system factors that can be leveraged to improve prostate cancer control may guide health system planning in anticipation of the growing global burden of prostate cancer.</p><p><strong>Design: </strong>This ecological cross-sectional study made use of the most recent available national health system metrics for countries with prostate cancer incidence and mortality estimates available from the International Agency for Research on Cancer (IARC). IARC data represent the most updated estimates as of April 2025.</p><p><strong>Main outcomes: </strong>National estimates of age-standardized mortality-to-incidence ratios (MIR) were derived from the GLOBOCAN 2022 database for male patients with prostate cancer of all ages. Health spending as a percent of gross domestic product, physicians per 1000 population, nurses and midwives per 1000 population, surgical workforce per 1000 population, gross domestic product (GDP) per capita, Universal Health Coverage Service Coverage Index (UHC index), availability of pathology services, human development index (HDI), gender inequality index, and number of radiotherapy centers per 1000 population were collected. The association between prostate MIR and each metric was evaluated using simple univariable linear regression models. Those with p < 0.005 (Bonferroni corrected) were included in multivariable models. Variation inflation factor analysis facilitated exclusion of variables with significant multicollinearity. R<sup>2</sup> defined goodness of fit.</p><p><strong>Results: </strong>Based on IARC estimate availability, data for 185 countries were collected; data availability ranged from 144 (77.8%, surgical workforce per 1000 population known) to 185 (100%, GDP per capita, RT centers per 1000 population). On univariable analysis, each of the 10 metrics was significantly associated with MIR of prostate cancer (< 0.001 forall). All but one (HDI, due to mutlicollinearity) were included in the multivariable model. The final multivariable model included 123 countries with complete data. Of those included in the regression with complete data, 44 of 123 (35.8%) were high-income countries; of those excluded due to incomplete data, 16 of 62 (25.8%) were high-income countries (χ² p = 0.17 comparing the proportion of high-income countries in the included and excluded groups). Therefore, the following variables were independently associated with lower (improved) MIR for prostate cancer: (1) surgical workforce per 1000 population, (2) UHC index, (3) radiotherapy centers per 1000 population, (4) GDP per capita. The final model had R<sup>2</sup> of 0.8408.</p><p><strong>Conclusions and relevance: </strong>Analysis of global data and health-system metrics suggest that surgical workforce, degree of UHC, availability of radiotherapy centers, and GDP per capita are independently associated with improved prostate cancer outcomes. In leveraging individual countries' health systems as data points, these findings may guide health system planning and prioritization. Efforts to strengthen access to surgery and radiotherapy in the context of broader and equitable cancer system strengthening may represent concrete points of action for public health efforts, given the growing global burden of prostate cancer.</p>\",\"PeriodicalId\":54544,\"journal\":{\"name\":\"Prostate\",\"volume\":\" \",\"pages\":\"947-953\"},\"PeriodicalIF\":2.6000,\"publicationDate\":\"2025-07-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Prostate\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1002/pros.24901\",\"RegionNum\":3,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2025/4/15 0:00:00\",\"PubModel\":\"Epub\",\"JCR\":\"Q3\",\"JCRName\":\"ENDOCRINOLOGY & METABOLISM\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Prostate","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1002/pros.24901","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/4/15 0:00:00","PubModel":"Epub","JCR":"Q3","JCRName":"ENDOCRINOLOGY & METABOLISM","Score":null,"Total":0}
引用次数: 0

摘要

重要性和目的:前列腺癌是全球男性中第二大常见癌症,预计从2020年到2040年,病例数将翻一番。更好地了解可用于改善前列腺癌控制的卫生系统因素可能会指导卫生系统规划,以预测前列腺癌日益增长的全球负担。设计:这项生态横断面研究利用了国际癌症研究机构(IARC)提供的各国前列腺癌发病率和死亡率估计数的最新国家卫生系统指标。国际癌症研究机构的数据是截至2025年4月的最新估计。主要结局:来自GLOBOCAN 2022数据库的所有年龄段男性前列腺癌患者的年龄标准化死亡率与发病率比(MIR)的国家估计。收集了卫生支出占国内生产总值的百分比、每1000人的医生数量、每1000人的护士和助产士数量、每1000人的外科工作人员数量、人均国内生产总值(GDP)、全民健康覆盖服务覆盖指数(UHC指数)、病理服务的可获得性、人类发展指数(HDI)、性别不平等指数和每1000人的放射治疗中心数量。使用简单的单变量线性回归模型评估前列腺MIR与各指标之间的关系。p = 2定义了拟合优度。结果:根据国际癌症研究机构估计的可用性,收集了185个国家的数据;数据可用性范围从144(77.8%,每1000人口已知的外科人员)到185(100%,人均GDP,每1000人口RT中心)。在单变量分析中,10个指标均与前列腺癌MIR显著相关(2 / 0.8408)。结论和相关性:对全球数据和卫生系统指标的分析表明,外科劳动力、全民健康覆盖程度、放疗中心的可用性和人均GDP与前列腺癌预后的改善独立相关。在利用各国卫生系统作为数据点时,这些发现可指导卫生系统规划和确定优先事项。鉴于前列腺癌的全球负担日益增加,在更广泛和公平的癌症系统加强的背景下,努力加强手术和放疗的可及性可能是公共卫生工作的具体行动点。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
National Cancer System Characteristics and Prostate Cancer Outcomes: An Analysis of Global Data.

Importance and objective: Prostate cancer is the second most common cancer among men globally and the number of cases is expected to double from 2020 to 2040. A greater understanding of health system factors that can be leveraged to improve prostate cancer control may guide health system planning in anticipation of the growing global burden of prostate cancer.

Design: This ecological cross-sectional study made use of the most recent available national health system metrics for countries with prostate cancer incidence and mortality estimates available from the International Agency for Research on Cancer (IARC). IARC data represent the most updated estimates as of April 2025.

Main outcomes: National estimates of age-standardized mortality-to-incidence ratios (MIR) were derived from the GLOBOCAN 2022 database for male patients with prostate cancer of all ages. Health spending as a percent of gross domestic product, physicians per 1000 population, nurses and midwives per 1000 population, surgical workforce per 1000 population, gross domestic product (GDP) per capita, Universal Health Coverage Service Coverage Index (UHC index), availability of pathology services, human development index (HDI), gender inequality index, and number of radiotherapy centers per 1000 population were collected. The association between prostate MIR and each metric was evaluated using simple univariable linear regression models. Those with p < 0.005 (Bonferroni corrected) were included in multivariable models. Variation inflation factor analysis facilitated exclusion of variables with significant multicollinearity. R2 defined goodness of fit.

Results: Based on IARC estimate availability, data for 185 countries were collected; data availability ranged from 144 (77.8%, surgical workforce per 1000 population known) to 185 (100%, GDP per capita, RT centers per 1000 population). On univariable analysis, each of the 10 metrics was significantly associated with MIR of prostate cancer (< 0.001 forall). All but one (HDI, due to mutlicollinearity) were included in the multivariable model. The final multivariable model included 123 countries with complete data. Of those included in the regression with complete data, 44 of 123 (35.8%) were high-income countries; of those excluded due to incomplete data, 16 of 62 (25.8%) were high-income countries (χ² p = 0.17 comparing the proportion of high-income countries in the included and excluded groups). Therefore, the following variables were independently associated with lower (improved) MIR for prostate cancer: (1) surgical workforce per 1000 population, (2) UHC index, (3) radiotherapy centers per 1000 population, (4) GDP per capita. The final model had R2 of 0.8408.

Conclusions and relevance: Analysis of global data and health-system metrics suggest that surgical workforce, degree of UHC, availability of radiotherapy centers, and GDP per capita are independently associated with improved prostate cancer outcomes. In leveraging individual countries' health systems as data points, these findings may guide health system planning and prioritization. Efforts to strengthen access to surgery and radiotherapy in the context of broader and equitable cancer system strengthening may represent concrete points of action for public health efforts, given the growing global burden of prostate cancer.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
Prostate
Prostate 医学-泌尿学与肾脏学
CiteScore
5.10
自引率
3.60%
发文量
180
审稿时长
1.5 months
期刊介绍: The Prostate is a peer-reviewed journal dedicated to original studies of this organ and the male accessory glands. It serves as an international medium for these studies, presenting comprehensive coverage of clinical, anatomic, embryologic, physiologic, endocrinologic, and biochemical studies.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信