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澳大利亚肺癌死亡率:2040 年预测结果。

Lung cancer mortality in Australia: Projected outcomes to 2040.

机构信息

Cancer Research Division, Cancer Council NSW, Sydney, NSW, Australia; The University of Sydney School of Public Health, Faculty of Medicine and Health, The University of Sydney, Sydney, Australia.

Cancer Research Division, Cancer Council NSW, Sydney, NSW, Australia.

出版信息

Lung Cancer. 2018 Nov;125:68-76. doi: 10.1016/j.lungcan.2018.09.001. Epub 2018 Sep 8.

Abstract

OBJECTIVES

The aim was to develop and validate a statistical model which uses past trends for lung cancer mortality and historical and current data on tobacco consumption to project lung cancer mortality rates into the future for Australia.

METHODS

We used generalized linear models (GLMs) with Poisson distribution including either age, birth cohort or period, and/or various measures of population tobacco exposure (considering cross-sectional smoking prevalence, cigarettes smoked and tar exposure per capita). Sex-specific models were fitted to data for 1956-2015 and age-standardized lung cancer mortality rates were projected forward to 2040. Possible lags of 20-30 years between tobacco exposure and lung cancer mortality were examined. The best model was selected using analysis of deviance. To validate the selected model, we temporarily re-fitted it to data for 1956-1990 and compared the projected rates to 2015 with the observed rates for 1991-2015.

RESULTS

The best fitting model used information on age, birth cohort and tar exposure per capita; close concordance with the observed data was achieved in the validation. The forward projections for lung cancer mortality using this model indicate that male and female age-standardized rates will decline over the period 2011-2015 to 2036-2040 from 27.2 to 15.1 per 100,000, and 15.8 to 11.8 per 100,000, respectively. However, due to population growth and ageing the number of deaths will increase by 7.9% for males and 57.9% for females; from 41,040 (24,831 males, 16,209 females) in 2011-2015 to 52,403 (26,805 males, 25,598 females) in 2036-2040.

CONCLUSION

In the context of the mature tobacco epidemic with past peaks in tobacco consumption for both males and females, lung cancer mortality rates are expected to continually decline over the next 25 years. However, the number of lung cancer deaths will continue to be substantial, and to increase, in Australia's ageing population.

摘要

目的

本研究旨在开发和验证一种统计模型,该模型使用过去的肺癌死亡率趋势以及有关烟草消费的历史和当前数据,对澳大利亚的肺癌死亡率进行未来预测。

方法

我们使用广义线性模型(GLMs),采用泊松分布,包含年龄、出生队列或时期以及/或者各种人口烟草暴露指标(考虑横断面吸烟流行率、人均吸烟量和焦油暴露量)。为了对 1956-2015 年的数据进行拟合,我们建立了性别特异性模型,并将年龄标准化的肺癌死亡率预测值向前推进到 2040 年。我们还研究了烟草暴露与肺癌死亡率之间可能存在的 20-30 年的滞后。通过偏差分析选择最佳模型。为了验证所选模型,我们暂时将其重新拟合到 1956-1990 年的数据,并将预测值与 1991-2015 年的观察值进行比较。

结果

最佳拟合模型使用了年龄、出生队列和人均焦油暴露量的信息;验证中与观察数据具有高度一致性。使用该模型对肺癌死亡率的前瞻性预测表明,在 2011-2015 年至 2036-2040 年期间,男性和女性的年龄标准化死亡率将从每 10 万人 27.2 例下降到 15.1 例,从每 10 万人 15.8 例下降到 11.8 例。然而,由于人口增长和老龄化,男性和女性的死亡人数将分别增加 7.9%和 57.9%;从 2011-2015 年的 41040 人(男性 24831 人,女性 16209 人)增加到 2036-2040 年的 52403 人(男性 26805 人,女性 25598 人)。

结论

在男性和女性的烟草消费都达到过去高峰期的成熟烟草流行环境下,预计未来 25 年肺癌死亡率将持续下降。然而,在澳大利亚老龄化人口中,肺癌死亡人数仍将相当大,并将继续增加。

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