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

IF 6.7 2区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS
Aleksi K Winstén, Ville Langén, K E Juhani Airaksinen, Konsta Teppo
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引用次数: 0

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.

Abstract Image

Abstract Image

估计心房颤动患者口服非维生素K拮抗剂抗凝的卒中风险阈值:马尔可夫决策模型分析。
背景:随机试验已经清楚地证明了抗凝治疗对缺血性卒中高危心房颤动患者的益处。然而,对于低风险患者抗凝治疗的益处知之甚少,以及究竟如何降低基线卒中风险证明进一步尝试使用直接口服抗凝剂(DOACs)来降低卒中风险仍不清楚。方法:我们开发了一个马尔可夫决策模型来估计在20年的时间范围内,在一系列非抗凝缺血性卒中风险的房颤患者中,启动DOACs对质量调整生命年(QALYs)的影响。该模型纳入了doac对缺血性卒中、大出血和死亡率的严重程度和风险影响的随机对照试验数据,以及它们对生活质量影响的先前证据。非抗凝事件发生率取以往观察性研究的平均值。结果:年度非抗凝血缺血性卒中发生率的临界点为0.65%,DOAC治疗与不加治疗的累积QALYs相等。低于该风险阈值,DOAC治疗产生的QALYs略少,而高于该风险阈值,DOAC治疗导致的QALYs越来越高。在非抗凝卒中风险水平为1%、2%和3%时,在20年模拟期间,DOAC治疗每位患者的平均QALY增益分别为0.13、0.53和1.00,而在卒中风险水平为0.4%时,DOAC治疗导致每位患者的QALY降低0.01。结论:在该模拟中,DOAC治疗与不抗凝治疗相比,对年非抗凝卒中风险bb0.65%的房颤患者QALYs的净获益相关,且获益幅度随着卒中风险的增加而增加。
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来源期刊
Circulation-Cardiovascular Quality and Outcomes
Circulation-Cardiovascular Quality and Outcomes CARDIAC & CARDIOVASCULAR SYSTEMS-
CiteScore
8.50
自引率
2.90%
发文量
357
审稿时长
4-8 weeks
期刊介绍: Circulation: Cardiovascular Quality and Outcomes, an American Heart Association journal, publishes articles related to improving cardiovascular health and health care. Content includes original research, reviews, and case studies relevant to clinical decision-making and healthcare policy. The online-only journal is dedicated to furthering the mission of promoting safe, effective, efficient, equitable, timely, and patient-centered care. Through its articles and contributions, the journal equips you with the knowledge you need to improve clinical care and population health, and allows you to engage in scholarly activities of consequence to the health of the public. Circulation: Cardiovascular Quality and Outcomes considers the following types of articles: Original Research Articles, Data Reports, Methods Papers, Cardiovascular Perspectives, Care Innovations, Novel Statistical Methods, Policy Briefs, Data Visualizations, and Caregiver or Patient Viewpoints.
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