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Evaluation by Markov chain models of a non-randomised breast cancer screening programme in women aged under 50 years in Sweden

机译:通过马尔可夫链模型评估瑞典50岁以下女性的非随机乳腺癌筛查计划

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摘要

STUDY OBJECTIVE: To apply Markov chain models that have previously been used on data in randomised trials of breast cancer screening to data from an uncontrolled service screening programme; to compare results with those from a randomised trial. DESIGN: A service screening programme in Uppsala county, Sweden, inviting 25,660 women aged 39-49 to mammographic screening every 20 months, and the Swedish Two-County Trial inviting 19,844 women aged 40-49 to two yearly screening, compared with 15,604 women of the same age in an unscreened control group. Data were analysed using Markov chain models and quasi- likelihood estimation procedures. MAIN RESULTS: The results with respect to parameters of disease progression were very similar between the two studies. Use of estimated progression rates to predict the effect on mortality ranged from a 10% to a 17% reduction in breast cancer mortality in the Two-County Study and predicted a 15% reduction in the Uppsala programme. These compare well with the observed mortality reduction of 13% in the Two-County Trial. CONCLUSIONS: The screening in the Uppsala programme is likely to have a similar effect to that observed in the Two-County Trial. It is feasible to evaluate non-randomised service screening programmes using Markov chain models.
机译:研究目的:将先前用于随机化乳腺癌筛查试验数据的马尔可夫链模型应用于不受控制的服务筛查计划的数据;将结果与随机试验的结果进行比较。设计:瑞典乌普萨拉县的一项服务筛查计划,每20个月邀请25,660名39-49岁的女性进行乳房X线筛查,瑞典两县试验邀请19,844名40-49岁的女性进行每年两次乳腺筛查,而15,604名女性未筛选对照组的年龄相同。使用马尔可夫链模型和准似然估计程序分析数据。主要结果:两项研究在疾病进展参数方面的结果非常相似。在两县研究中,使用估计的进展率来预测对死亡率的影响范围从10%到17%的乳腺癌死亡率降低,并预测了Uppsala计划的15%降低。这些与在两县试验中观察到的死亡率降低13%相当。结论:在乌普萨拉计划中进行筛查的效果可能与在两县审判中观察到的效果相似。使用马尔可夫链模型评估非随机服务筛选程序是可行的。

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