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基于Markov模型结直肠癌筛查策略卫生经济学评价

Health economic evaluation of different colorectal cancer screening strategies in Hubei province: a Markov simulation analysis based on local cancer registration and domestic study data

  • 摘要:
    目的 构建结直肠癌筛查的Markov决策模型,评价各筛查策略长期运行后的成本效果,确定优势筛查策略,为完善结直肠癌筛查项目提供理论参考。
    方法 构建Markov决策模型,分别以40、45和50岁为筛查开始年龄,59、64、69和74岁为筛查结束年龄,筛查间隔分别为1年和2年,共模拟包括不筛查在内的25种筛查策略;通过整理文献提取出结直肠癌自然史模型所需概率、筛查成本和医疗成本等数据,将数据带入模型,以1年为循环周期,通过多个周期循环预测不同结直肠癌筛查策略的卫生经济学效果。
    结果 模拟个体水平的成本效果分析显示,成本最低的筛查策略为50-74-1(50岁开始筛查至74岁结束每年筛查1次),消耗的社会成本为48.31万元,获得17.82生命年(LY)、16.76个质量调整生命年(QALY),以LY为结局指标时的成本效果比(CER)为2.71万元/LY,以QALY为结局指标时的CER为2.88万元/QALY;回乘分析结果显示,筛查策略45-74-1(45岁开始筛查至74岁结束每年筛查1次)的支出效果比最佳,消耗的成本为51.52万元,获得19.49个LY、18.37个QALY,以LY为结局指标时的CER为2.64万元/LY、增量成本效果比(ICER)为1.92万元/LY,以QALY为结局指标时的CER为2.80万元/QALY、ICER为1.99万元/QALY;取得最好效果的筛查策略为40-74-1(40岁开始筛查至74岁结束每年筛查1次),消耗的社会成本为55.17万元,获得20.97个LY、19.78个QALY,以LY为结局指标时的CER为2.63万元/LY、ICER为2.47万元/LY,以QALY为结局指标时的CER为2.79万元/QALY、ICER为2.60万元/QALY。湖北省武汉市现行结直肠癌筛查策略为45-59-2(45岁开始筛查至59岁结束每2年筛查1次),消耗的社会成本为103.51万元,获得18.97个LY(16.8个QALY);比武汉市现行结直肠癌筛查策略更为经济的策略为45-74-1,可节约51.99万元并新增0.52个LY(1.57个QALY);当考虑效果最大原则,40-74-1筛查策略较武汉市现行的结直肠癌筛查策略可节约48.34万元并新增2.00个LY(2.98个QALY)。
    结论 在经济状况理想情况下,可优先选择效果最大的策略(40-74-1);在经济资源有限的情况下,可优先考虑支出效果比最佳的筛查策略(45-74-1)。

     

    Abstract:
    Objective To construct a Markov decision model for colorectal cancer screening, evaluate the long-term cost-effectiveness of different screening strategies, determine the optimal screening strategy, and provide a theoretical reference for improving colorectal cancer screening programs.
    Methods A Markov decision model was constructed to simulate 25 screening strategies, including no screening, with screening start ages of 40, 45, and 50 years, end ages of 59, 64, 69, and 74 years, and screening intervals of 1 and 2 years. Data on the probabilities, screening costs, and medical costs required for the colorectal cancer natural history model were extracted from the Hubei Provincial Cancer Registration (2020)/Mortality Surveillance (2013 – 2017) dataset and the literature review and entered into the model. With a cycle length of 1 year, the health economic impact of different colorectal cancer screening strategies was predicted over multiple cycles.
    Results The cost-effectiveness analysis at the individual level showed that the screening strategy with the lowest cost was 50-74-1 (annual primary screening with immunochemical fecal occult blood testing iFOBT and then required colonoscopy from 50 to 74 years of age), which cost 483 100 Chinese yuan (CNY) in social costs, gained 17.82 life-years (LY) and 16.76 quality-adjusted life-years (QALY), with a cost-effectiveness ratio (CER) of 27 100 CNY/LY and 28 800 CNY/QALY, using LY and QALY as outcome measures, respectively. The payback analysis showed that the 45-74-1 strategy (annual primary screening with iFOBT and then required colonoscopy from age 50 to 74 years) had the best cost-effectiveness ratio, consuming 515 200 CNY, gaining 19.49 LY and 18.37 QALY, with a CER of 26 400 yuan/LY and an incremental cost-effectiveness ratio (ICER) of 19 200 yuan/LY when using LY as the outcome measure, and a CER of 28 000 CNY/QALY and an ICER of 19 900 CNY/QALY when using QALY as the outcome measure. The strategy with the highest effect was 40-74-1 (annual screening from age 40 to 74), which cost 551 700 CNY in social costs and gained 20.97 LY and 19.78 QALYs, with a CER of 26 300 CNY/LY and an ICER of 24 700 CNY/LY using LY as the outcome measure, and a CER of 27 900 CNY/QALY and an ICER of 26 000 CNY/QALY using QALY as the outcome measure. The current colorectal cancer screening strategy in Wuhan, Hubei province, is 45-59-2 (biennial screening from age 45 to 59), which costs CNY 1 035 100 in social costs and gains 18.97 LY (16.8 QALY). The 45-74-1 strategy is more economical than the current strategy in Wuhan, saving 519 900 CNY and gaining an additional 0.52 LY (1.57 QALY). Considering the principle of maximum effect, the 40-74-1 screening strategy can save 483 400 CNY and gain an additional 2.00 LY (2.98 QALY) compared with the current colorectal cancer screening strategy in Wuhan.
    Conclusion Under ideal economic conditions, the strategy (40-74-1) with the greatest effect can be prioritized; under limited economic resources, the screening strategy (45-74-1) with the best cost-effectiveness ratio can be prioritized.

     

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