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基于多基因风险的风险分层结直肠癌筛查的成本效益:现状与未来潜力

Cost-Effectiveness of Risk-Stratified Colorectal Cancer Screening Based on Polygenic Risk: Current Status and Future Potential.

作者信息

Naber Steffie K, Kundu Suman, Kuntz Karen M, Dotson W David, Williams Marc S, Zauber Ann G, Calonge Ned, Zallen Doris T, Ganiats Theodore G, Webber Elizabeth M, Goddard Katrina A B, Henrikson Nora B, van Ballegooijen Marjolein, Janssens A Cecile J W, Lansdorp-Vogelaar Iris

机构信息

See the Notes section for the full list of authors' affiliations.

出版信息

JNCI Cancer Spectr. 2019 Oct 14;4(1):pkz086. doi: 10.1093/jncics/pkz086. eCollection 2020 Feb.

Abstract

BACKGROUND

Although uniform colonoscopy screening reduces colorectal cancer (CRC) mortality, risk-based screening may be more efficient. We investigated whether CRC screening based on polygenic risk is a cost-effective alternative to current uniform screening, and if not, under what conditions it would be.

METHODS

The MISCAN-Colon model was used to simulate a hypothetical cohort of US 40-year-olds. Uniform screening was modeled as colonoscopy screening at ages 50, 60, and 70 years. For risk-stratified screening, individuals underwent polygenic testing with current and potential future discriminatory performance (area under the receiver-operating curve [AUC] of 0.60 and 0.65-0.80, respectively). Polygenic testing results were used to create risk groups, for which colonoscopy screening was optimized by varying the start age (40-60 years), end age (70-85 years), and interval (1-20 years).

RESULTS

With current discriminatory performance, optimal screening ranged from once-only colonoscopy at age 60 years for the lowest-risk group to six colonoscopies at ages 40-80 years for the highest-risk group. While maintaining the same health benefits, risk-stratified screening increased costs by $59 per person. Risk-stratified screening could become cost-effective if the AUC value would increase beyond 0.65, the price per polygenic test would drop to less than $141, or risk-stratified screening would lead to a 5% increase in screening participation.

CONCLUSIONS

Currently, CRC screening based on polygenic risk is unlikely to be cost-effective compared with uniform screening. This is expected to change with a greater than 0.05 increase in AUC value, a greater than 30% reduction in polygenic testing costs, or a greater than 5% increase in adherence with screening.

摘要

背景

尽管统一的结肠镜筛查可降低结直肠癌(CRC)死亡率,但基于风险的筛查可能更有效。我们研究了基于多基因风险的CRC筛查是否是当前统一筛查的一种具有成本效益的替代方案,如果不是,在何种条件下它会是。

方法

使用MISCAN - Colon模型模拟一组假设的美国40岁人群队列。统一筛查被建模为在50、60和70岁时进行结肠镜筛查。对于风险分层筛查,个体接受具有当前和潜在未来鉴别性能(分别为受试者操作特征曲线下面积[AUC]为0.60和0.65 - 0.80)的多基因检测。多基因检测结果用于创建风险组,通过改变起始年龄(40 - 60岁)、结束年龄(70 - 85岁)和间隔时间(1 - 20年)对其结肠镜筛查进行优化。

结果

以当前的鉴别性能,最优筛查范围从低风险组在60岁时进行一次结肠镜检查到高风险组在40 - 80岁时进行六次结肠镜检查。在保持相同健康效益的情况下,风险分层筛查使每人成本增加59美元。如果AUC值增加到超过0.65,每次多基因检测价格降至低于141美元,或者风险分层筛查导致筛查参与率提高5%,则风险分层筛查可能具有成本效益。

结论

目前,与统一筛查相比,基于多基因风险的CRC筛查不太可能具有成本效益。预计随着AUC值增加超过0.05、多基因检测成本降低超过30%或筛查依从性提高超过5%,这种情况将会改变。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a4ce/7050162/96908c76a0b2/pkz086f1.jpg

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