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郭玉珠, 于钏钏, 许宁, 郑萍, 王强. 基于贝叶斯时空模型黑龙江省肺癌死亡风险及其影响因素分析[J]. 中国公共卫生, 2021, 37(6): 965-973. DOI: 10.11847/zgggws1133288
引用本文: 郭玉珠, 于钏钏, 许宁, 郑萍, 王强. 基于贝叶斯时空模型黑龙江省肺癌死亡风险及其影响因素分析[J]. 中国公共卫生, 2021, 37(6): 965-973. DOI: 10.11847/zgggws1133288
GUO Yu-zhu, YU Chuan-chuan, XU Ning, . Lung cancer mortality risk and its risk factors in Heilongjiang province: a Bayesian spatio-temporal modeling analysis[J]. Chinese Journal of Public Health, 2021, 37(6): 965-973. DOI: 10.11847/zgggws1133288
Citation: GUO Yu-zhu, YU Chuan-chuan, XU Ning, . Lung cancer mortality risk and its risk factors in Heilongjiang province: a Bayesian spatio-temporal modeling analysis[J]. Chinese Journal of Public Health, 2021, 37(6): 965-973. DOI: 10.11847/zgggws1133288

基于贝叶斯时空模型黑龙江省肺癌死亡风险及其影响因素分析

Lung cancer mortality risk and its risk factors in Heilongjiang province: a Bayesian spatio-temporal modeling analysis

  • 摘要:
      目的   了解黑龙江省肺癌死亡的时空风险及其影响因素,为肺癌的预防控制提供参考依据。
      方法   收集黑龙江省2008 — 2017年肺癌死亡数据,利用基于集成嵌套拉普拉斯逼近(INLA)的贝叶斯时空模型估计黑龙江省肺癌标化死亡比(SMR),并分析肺癌SMR的影响因素。
      结果   黑龙江省2008 — 2017年不同区县肺癌SMR时空演变模式不同,但总体肺癌死亡风险显著增长,2008年132个区县中全人口肺癌死亡高风险(RR > 1.0)区县为9个,2017年增长到69个。在全人口、男性和女性中,市级肺癌SMR多因素时空分析结果均未见 ≥ 60岁人口比例、人均年卷烟消费量(滞后20年)、PM2.5(滞后8年)、人均地区生产总值(滞后10年)、城镇采矿业就业人数比例(滞后5年)及农业人口比例(滞后20年)与黑龙江省肺癌SMR显著相关(RR值的95 % CI均包含1),但慢性阻塞性肺疾病(COPD)的年龄标化死亡率(ASMR)均与肺癌SMR呈正相关(全人口:RR = 1.10,95 % CI = 1.04~1.16;男性:RR = 1.09,95 % CI = 1.03~1.16;女性:RR = 1.10,95 % CI = 1.04~1.16)。区县级COPD的ASMR每增加1/10万,全人口肺癌SMR增加0.34 %(95 % CI = 0.22 %~0.46 %),男性SMR增加0.29 %(95 % CI = 0.19 %~0.40 %),女性SMR增加0.33 %(95 % CI = 0.20 %~0.46 %)。
      结论   黑龙江省2008 — 2017年肺癌死亡风险整体上逐年增加,COPD可能是该地区肺癌死亡的重要危险因素,建议在COPD患者中开展肺癌筛查,从而有效防控肺癌。

     

    Abstract:
      Objective  To explore temporal-spatial distribution and risk factors of lung cancer mortality risk in Heilongjiang province, and to provide evidences for prevention and control of lung cancer.
      Methods  We collected the data on lung cancer and chronic obstructive pulmonary disease (COPD) mortality in Heilongjiang province from 2008 through 2017 and relevant data on demographics, ambient air pollutants, social economic development were also collected simultaneously. Integrated nested Laplace approximation-based Bayesian spatio-temporal model was used to estimate annual prefecture-specific and district/county-specific standardized mortality ratio (SMR) of lung cancer and to analyze relative risks of lung cancer mortality attributed to various known risk factors.
      Results   During the 10-year period in the province, the lung cancer mortality risk generally increased significantly, although the spatio-temporal pattern of lung cancer SMR was different in different districts/counties. From 2008 to 2017 among 132 districts/counties of the province, the number of district/county with higher lung cancer mortality risk (relative risk RR > 1.0 compared to overall risk of the province) increased from 9 to 69. The prefecture-specific age-standarized mortality rate (ASMR) of COPD was positively associated with the SMR of lung cancer (RR for all = 1.10, 95% confidence interval 95% CI: 1.04 – 1.16; RR for males = 1.09, 95% CI: 1.03 – 1.16; RR for females = 1.10, 95% CI: 1.04 – 1.16). No significant associations were observed between the SMR of lung cancer and other factors including the proportion of the population over 60 years old, annual cigarette consumption per capita (lag 20 years), particulate matter ≤ 2.5 μm in mean aerodynamic diameter (lag 8 years), regional gross domestic production per capita (lag 10 years), the proportion of employed population in urban mining industry (lag 5 years) and the proportion of agricultural population (lag 20 years). A 1/100 000 increment in ASMR of COPD was associated with a 0.34% (95% CI = 0.22% – 0.46%) increase in district/county-specific SMR of lung cancer for all population; while for male and female population, the increase were 0.29% (95% CI: 0.19% – 0.40%) and 0.33% (95% CI: 0.20% – 0.46%), respectively.
      Conclusion  The overall risk of lung cancer mortality was significantly increased from 2008 to 2017 in Heilongjiang province and COPD may be an important risk factor for the mortality. The results suggest that lung cancer screening should be carried out in COPD patients for effective prevention and control of lung cancer mortality.

     

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