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中国的癌症负担:一种贝叶斯方法。

Cancer burden in China: a Bayesian approach.

作者信息

Chen Wanqing, Armstrong Bruce K, Zheng Rongshou, Zhang Siwei, Yu Xueqin, Clements Mark

机构信息

National Central Cancer Registry, Cancer Institute, Chinese Academy of Medical Sciences, No,17 Pan-Jia-Yuan South Lane, Chaoyang District, Beijing 100021, China.

出版信息

BMC Cancer. 2013 Oct 6;13:458. doi: 10.1186/1471-2407-13-458.

DOI:10.1186/1471-2407-13-458
PMID:24093796
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC3850959/
Abstract

BACKGROUND

Cancer is a serious health issue in China, but accurate national counts for cancer incidence are not currently available. Knowledge of the cancer burden is necessary for national cancer control planning. In this study, national death survey data and cancer registration data were used to calculate the cancer burden in China using a Bayesian approach.

METHODS

Cancer mortality and incidence rates for 2004-2005 were obtained from the National Cancer Registration database. The third National Death Survey (NDS), 2004-2005 database provided nationally representative cancer mortality rates. Bayesian modeling methods were used to estimate mortality to incidence (MI) ratios from the registry data and national incidence from the NDS for specific cancer types by age, sex and urban or rural location.

RESULTS

The total estimated incident cancer cases in 2005 were 2,956,300 (1,762,000 males, 1,194,300 females). World age standardized incidence rates were 236.2 per 100,000 in males and 168.9 per 100,000 in females in urban areas and 203.7 per 100,000 and 121.8 per 100,000 in rural areas.

CONCLUSIONS

MI ratios are useful for estimating national cancer incidence in the absence of representative incidence or survival data. Bayesian methods provide a flexible framework for smoothing rates and representing statistical uncertainty in the MI ratios. Expansion of China's cancer registration network to be more representative of the country would improve the accuracy of cancer burden estimates.

摘要

背景

癌症在中国是一个严重的健康问题,但目前尚无准确的全国癌症发病率统计数据。了解癌症负担对于国家癌症控制规划至关重要。在本研究中,利用全国死亡调查数据和癌症登记数据,采用贝叶斯方法计算中国的癌症负担。

方法

2004 - 2005年的癌症死亡率和发病率数据来自全国癌症登记数据库。2004 - 2005年第三次全国死亡调查(NDS)数据库提供了具有全国代表性的癌症死亡率。采用贝叶斯建模方法,根据登记数据估计特定癌症类型按年龄、性别和城乡位置划分的死亡率与发病率(MI)之比,并根据NDS估计全国发病率。

结果

2005年估计的癌症总发病病例数为2956300例(男性1762000例,女性1194300例)。城市地区男性世界年龄标准化发病率为每10万人236.2例,女性为每10万人168.9例;农村地区男性为每10万人203.7例,女性为每10万人121.8例。

结论

在缺乏代表性发病率或生存数据的情况下,MI比值可用于估计全国癌症发病率。贝叶斯方法为平滑发病率和表示MI比值中的统计不确定性提供了一个灵活的框架。扩大中国癌症登记网络,使其更具全国代表性,将提高癌症负担估计的准确性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2664/3850959/90cead695bac/1471-2407-13-458-2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2664/3850959/42b0d577542b/1471-2407-13-458-1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2664/3850959/90cead695bac/1471-2407-13-458-2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2664/3850959/42b0d577542b/1471-2407-13-458-1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2664/3850959/90cead695bac/1471-2407-13-458-2.jpg

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