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估计心房颤动患者启动非维生素K拮抗剂口服抗凝治疗的卒中风险阈值:马尔可夫决策模型分析

Estimating the Stroke Risk Threshold for Initiating Non-Vitamin K Antagonist Oral Anticoagulation in Atrial Fibrillation: Markov Decision Model Analysis.

作者信息

Winstén Aleksi K, Langén Ville, Airaksinen K E Juhani, Teppo Konsta

机构信息

Department of Mathematics and Statistics (A.K.W.), University of Turku, Finland.

Faculty of Medicine (A.K.W.), University of Turku, Finland.

出版信息

Circ Cardiovasc Qual Outcomes. 2025 Sep;18(9):e012090. doi: 10.1161/CIRCOUTCOMES.125.012090. Epub 2025 Aug 27.

Abstract

BACKGROUND

Randomized trials have clearly demonstrated the benefits of anticoagulant therapy in patients with atrial fibrillation who are at high risk of ischemic stroke. However, less is known about the benefit of anticoagulation in low-risk patients, and exactly how low baseline stroke risk justifies further attempts to reduce it with direct oral anticoagulants (DOACs) remains unclear.

METHODS

We developed a Markov decision model to estimate the impact of initiating DOACs on quality-adjusted life years (QALYs) on a 20-year time horizon in patients with atrial fibrillation across a range of nonanticoagulated ischemic stroke risk. The model incorporated data from randomized controlled trials on the effects of DOACs on the severity and risk of ischemic stroke, major bleeding, and mortality, as well as previous evidence on their impact on quality of life. Nonanticoagulated event rates were averaged from previous observational studies.

RESULTS

The tipping point in the annual nonanticoagulated ischemic stroke rate, at which DOAC treatment resulted in equal cumulative QALYs as withholding therapy, was 0.65%. Below this risk threshold, DOAC therapy yielded slightly fewer QALYs, while, above it, DOAC therapy resulted in increasingly higher QALYs. At nonanticoagulated stroke risk levels of 1%, 2%, and 3%, the mean QALY gains with DOACs per patient during a 20-year simulation were 0.13, 0.53, and 1.00, respectively, whereas, at the stroke risk level of 0.4%, DOAC therapy resulted in 0.01 lower QALYs per patient.

CONCLUSIONS

In this simulation, DOAC therapy versus no anticoagulation was associated with a net benefit on QALYs in patients with atrial fibrillation with an annual nonanticoagulated stroke risk >0.65%, with the magnitude of benefit increasing with higher stroke risk.

摘要

背景

随机试验已明确证明抗凝治疗对有缺血性中风高风险的心房颤动患者有益。然而,对于低风险患者抗凝治疗的益处了解较少,而且基线中风风险究竟低到何种程度才合理地使用直接口服抗凝剂(DOACs)进一步降低风险仍不明确。

方法

我们开发了一个马尔可夫决策模型,以估计在20年时间范围内,对一系列非抗凝缺血性中风风险的心房颤动患者启动DOACs治疗对质量调整生命年(QALYs)的影响。该模型纳入了关于DOACs对缺血性中风的严重程度和风险、大出血及死亡率影响的随机对照试验数据,以及此前关于其对生活质量影响的证据。非抗凝事件发生率取以前观察性研究的平均值。

结果

年度非抗凝缺血性中风率的临界点为0.65%,此时DOAC治疗产生的累积QALYs与不治疗相当。低于此风险阈值,DOAC治疗产生的QALYs略少,而高于此阈值,DOAC治疗产生的QALYs越来越高。在非抗凝中风风险水平为1%、2%和3%时,在20年模拟期间每位患者使用DOACs的平均QALY增益分别为0.13、0.53和1.00,而在中风风险水平为0.4%时,DOAC治疗使每位患者的QALYs降低0.01。

结论

在此模拟中,对于年度非抗凝中风风险>0.65%的心房颤动患者,DOAC治疗与不进行抗凝相比,在QALYs方面有净益处,且益处程度随中风风险升高而增加。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0e08/12442775/cac13dfb0471/hcq-18-e012090-g002.jpg

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