Shah Sachin J, van Walraven Carl, Jeon Sun Young, Boscardin W John, Hobbs Fd Richard, Connolly Stuart, Ezekowitz Michael, Covinsky Kenneth E, Fang Margaret C, Singer Daniel E
medRxiv. 2023 Jun 2:2023.02.10.23285303. doi: 10.1101/2023.02.10.23285303.
Patients with atrial fibrillation (AF) have a high rate of all-cause mortality that is only partially attributable to vascular outcomes. While the competing risk of death may affect expected anticoagulant benefit, guidelines do not account for it. We sought to determine if using a competing risks framework materially affects the guideline-endorsed estimate of absolute risk reduction attributable to anticoagulants.
We conducted a secondary analysis of 12 RCTs that randomized patients with AF to oral anticoagulants or either placebo or antiplatelets. For each participant, we estimated the absolute risk reduction (ARR) of anticoagulants to prevent stroke or systemic embolism using two methods. First, we estimated the ARR using a guideline-endorsed model (CHA DS -VASc) and then again using a Competing Risk Model that uses the same inputs as CHA DS -VASc but accounts for the competing risk of death and allows for non-linear growth in benefit over time. We compared the absolute and relative differences in estimated benefit and whether the differences in estimated benefit varied by life expectancy.
7933 participants had a median life expectancy of 8 years (IQR 6, 12), determined by comorbidity-adjusted life tables. 43% were randomized to oral anticoagulation (median age 73 years, 36% women). The guideline-endorsed CHA DS -VASc model estimated a larger ARR than the Competing Risk Model (median ARR at 3 years, 6.9% vs. 5.2%). ARR differences varied by life expectancies: for those with life expectancies in the highest decile, 3-year ARR difference (CHA DS -VASc model - Competing Risk Model 3-year risk) was -1.2% (42% relative underestimation); for those with life expectancies in the lowest decile, 3-year ARR difference was 5.9% (91% relative overestimation).
Anticoagulants were exceptionally effective at reduced stroke risk. However, anticoagulant benefits were misestimated with CHA DS -VASc, which does not account for the competing risk of death nor decelerating treatment benefit over time. Overestimation was most pronounced in patients with the lowest life expectancy and when benefit was estimated over a multi-year horizon.
心房颤动(AF)患者的全因死亡率较高,而这仅部分归因于血管相关结局。虽然死亡的竞争风险可能会影响预期的抗凝获益,但指南并未考虑这一点。我们试图确定使用竞争风险框架是否会实质性地影响指南认可的抗凝药物绝对风险降低估计值。
我们对12项随机对照试验进行了二次分析,这些试验将AF患者随机分为口服抗凝药组或安慰剂组或抗血小板药物组。对于每位参与者,我们使用两种方法估计抗凝药物预防中风或全身性栓塞的绝对风险降低(ARR)。首先,我们使用指南认可的模型(CHA₂DS₂-VASc)估计ARR,然后再次使用竞争风险模型进行估计,该模型使用与CHA₂DS₂-VASc相同的输入,但考虑了死亡的竞争风险,并允许获益随时间呈非线性增长。我们比较了估计获益的绝对差异和相对差异,以及估计获益的差异是否因预期寿命而异。
根据合并症调整生命表,7933名参与者的中位预期寿命为8年(四分位间距6, 12)。43%被随机分配至口服抗凝治疗组(中位年龄73岁,36%为女性)。指南认可的CHA₂DS₂-VASc模型估计的ARR高于竞争风险模型(3年时的中位ARR,分别为6.9%和5.2%)。ARR差异因预期寿命而异:对于预期寿命处于最高十分位数的人群,3年ARR差异(CHA₂DS₂-VASc模型 - 竞争风险模型3年风险)为-1.2%(相对低估42%);对于预期寿命处于最低十分位数的人群,3年ARR差异为5.9%(相对高估91%)。
抗凝药物在降低中风风险方面异常有效。然而,CHA₂DS₂-VASc模型对抗凝获益的估计存在偏差,该模型既未考虑死亡的竞争风险,也未考虑治疗获益随时间的减速。在预期寿命最低的患者中以及在多年期内估计获益时,高估最为明显。