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年龄、时期和队列模型在预测瑞士癌症死亡率中的应用。

The application of age, period and cohort models to predict Swiss cancer mortality.

作者信息

Negri E, La Vecchia C, Levi F, Randriamiharisoa A, Decarli A, Boyle P

机构信息

Istituto di Ricerche Farmacologiche Mario Negri, Milan, Italy.

出版信息

J Cancer Res Clin Oncol. 1990;116(2):207-14. doi: 10.1007/BF01612679.

Abstract

In order to project trends in mortality from 11 major cancer sites in Switzerland to the end of the current century, a log-linear Poisson age/period/cohort model with arbitrary constraints on the parameters was used, fitted to the observed rates for the period 1950-84. One projection was based on the assumption of a total absence of change in the effect of period, the second was based on a linear extrapolation of the logarithms of the seven known periods, and the third was related to a series of a priori external epidemiological hypotheses, whenever available. For instance, coefficients below unity were used for lung and other tobacco-related neoplasms in men, since some decline in exposure to tobacco carcinogens was observed among Swiss men, and above unity for women since the prevalence of smoking has risen among successive generations of women. Although the method has limitations and uncertainties, several qualitative indications could be derived from this exercise. For instance, the various models suggest that the age-standardized mortality from oral cancer in men will probably increase up to the end of the century, even under the optimistic assumption of an appreciable decline in smoking, while cancer of the oesophagus is likely to level-off around current values, as other tobacco-related neoplasms, prostate cancer in men, and breast cancer in women will probably do. Some steady decline is predicted by various models fitted to the incidence of stomach and intestinal cancer in both sexes, and to ovarian cancer. Lung cancer will continue to rise in women but will stop rising in men, and it will possibly fall if the hypothesis of a decline in exposure to tobacco carcinogens proves correct. Although any prediction has, by definition, substantial difficulties and uncertainties, projections of cancer mortality in the near future are based on a substantial amount of information already available, and may offer valuable information for epidemiological inferences and health planning purposes.

摘要

为了预测瑞士11个主要癌症部位到本世纪末的死亡率趋势,我们使用了一种对数线性泊松年龄/时期/队列模型,该模型对参数有任意约束,并拟合了1950 - 1984年期间的观察发病率。一种预测基于时期效应完全不变的假设,第二种基于七个已知时期对数的线性外推,第三种则与一系列先验的外部流行病学假设相关(只要有可用信息)。例如,男性肺癌和其他与烟草相关的肿瘤的系数使用低于1的值,因为在瑞士男性中观察到烟草致癌物暴露有所下降;而女性的系数使用高于1的值,因为在几代女性中吸烟率有所上升。尽管该方法有局限性和不确定性,但可以从这项研究中得出一些定性指标。例如,各种模型表明,即使在吸烟大幅下降的乐观假设下,男性口腔癌的年龄标准化死亡率到本世纪末可能仍会上升,而食管癌可能会在当前值附近趋于平稳,其他与烟草相关的肿瘤、男性前列腺癌和女性乳腺癌可能也会如此。针对男女胃癌、肠癌以及卵巢癌发病率拟合的各种模型预测会有一定程度的下降。肺癌在女性中将继续上升,但在男性中会停止上升,如果烟草致癌物暴露下降的假设被证明是正确的,肺癌甚至可能下降。虽然从定义上讲,任何预测都存在很大困难和不确定性,但近期癌症死亡率的预测基于大量已有的信息,可能为流行病学推断和健康规划目的提供有价值的信息。

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