Department of Epidemiology, 1259University of Michigan, Ann Arbor, MI, USA.
J Med Screen. 2022 Dec;29(4):260-267. doi: 10.1177/09691413221118194. Epub 2022 Aug 22.
Although lung cancer screening (LCS) has been proven effective in reducing lung cancer mortality, it is associated with some potential harms, such as false positives and invasive follow-up procedures. Determining the time to next screen based on individual risk could reduce harms while maintaining health gains. Here, we evaluate the benefits and harms of LCS strategies with adaptive schedules, and compare these with those from non-adaptive strategies.
We extended the Lee and Zelen risk threshold method to select screening schedules based on individual's lung cancer risk and life expectancy (adaptive schedules). We compared the health benefits and harms of these adaptive schedules with regular (non-adaptive) schedules (annual, biennial and triennial) using a validated lung cancer microsimulation model. Outcomes include lung cancer deaths (LCD) averted, life years gained (LYG), discounted quality adjusted life years (QALYs) gained, and false positives per LCD averted. We also explored the impact of varying screening-related disutilities.
In comparison to standard regular screening recommendations, risk-dependent adaptive screening reduced screening harms while maintaining a similar level of health benefits. The net gains and the balance of benefits and harms from LCS with efficient adaptive schedules were improved compared to those from regular screening, especially when the screening-related disutilities are high.
Adaptive screening schedules can reduce the associated harms of screening while maintaining its associated lung cancer mortality reductions and years of life gained. Our study identifies individually tailored schedules that optimize the screening benefit/harm trade-offs.
虽然肺癌筛查(LCS)已被证明可有效降低肺癌死亡率,但它也与一些潜在的危害相关,如假阳性和侵入性的随访程序。基于个体风险确定下一次筛查的时间可以减少危害,同时保持健康获益。在这里,我们评估了具有适应性计划的 LCS 策略的益处和危害,并将其与非适应性策略进行比较。
我们扩展了 Lee 和 Zelen 的风险阈值方法,根据个体的肺癌风险和预期寿命(适应性计划)选择筛查方案。我们使用经过验证的肺癌微模拟模型,比较了这些适应性计划与常规(非适应性)计划(每年、每两年和每三年)的健康获益和危害。结果包括避免的肺癌死亡(LCD)、获得的生命年数(LYG)、贴现的质量调整生命年数(QALYs)和避免每例 LCD 的假阳性。我们还探讨了不同筛查相关不便利的影响。
与标准的常规筛查建议相比,依赖风险的适应性筛查减少了筛查危害,同时保持了类似的健康获益水平。与常规筛查相比,具有高效适应性计划的 LCS 的净收益和获益与危害的平衡得到了改善,尤其是当筛查相关的不便利较高时。
适应性筛查方案可以减少筛查相关的危害,同时保持其与降低肺癌死亡率和延长生命年数相关的获益。我们的研究确定了个性化的时间表,优化了筛查的获益/危害权衡。