Institute for Clinical Research and Health Policy Studies, Tufts Medical Center/Tufts University School of Medicine, Boston, MA, USA.
Neurology. 2013 Aug 13;81(7):619-25. doi: 10.1212/WNL.0b013e3182a08d59. Epub 2013 Jul 17.
We aimed to create an index to stratify cryptogenic stroke (CS) patients with patent foramen ovale (PFO) by their likelihood that the stroke was related to their PFO.
Using data from 12 component studies, we used generalized linear mixed models to predict the presence of PFO among patients with CS, and derive a simple index to stratify patients with CS. We estimated the stratum-specific PFO-attributable fraction and stratum-specific stroke/TIA recurrence rates.
Variables associated with a PFO in CS patients included younger age, the presence of a cortical stroke on neuroimaging, and the absence of these factors: diabetes, hypertension, smoking, and prior stroke or TIA. The 10-point Risk of Paradoxical Embolism score is calculated from these variables so that the youngest patients with superficial strokes and without vascular risk factors have the highest score. PFO prevalence increased from 23% (95% confidence interval [CI]: 19%-26%) in those with 0 to 3 points to 73% (95% CI: 66%-79%) in those with 9 or 10 points, corresponding to attributable fraction estimates of approximately 0% to 90%. Kaplan-Meier estimated stroke/TIA 2-year recurrence rates decreased from 20% (95% CI: 12%-28%) in the lowest Risk of Paradoxical Embolism score stratum to 2% (95% CI: 0%-4%) in the highest.
Clinical characteristics identify CS patients who vary markedly in PFO prevalence, reflecting clinically important variation in the probability that a discovered PFO is likely to be stroke-related vs incidental. Patients in strata more likely to have stroke-related PFOs have lower recurrence risk.
我们旨在创建一个指数,以分层卵圆孔未闭(PFO)伴隐源性卒中(CS)患者,根据他们的卒中与 PFO 相关的可能性。
利用来自 12 项组成研究的数据,我们使用广义线性混合模型预测 CS 患者 PFO 的存在,并得出一个简单的指数来分层 CS 患者。我们估计了分层特异性 PFO 归因分数和分层特异性卒中/TIA 复发率。
与 CS 患者 PFO 相关的变量包括年龄较小、神经影像学上存在皮质卒中,以及没有以下因素:糖尿病、高血压、吸烟、以及既往卒中或 TIA。10 分的反常栓塞风险评分是由这些变量计算得出的,因此年龄最小、有浅部卒中且无血管危险因素的患者得分最高。PFO 的患病率从 0 至 3 分的患者中 23%(95%可信区间:19%-26%)增加到 9 或 10 分的患者中 73%(95%可信区间:66%-79%),相应的归因分数估计值约为 0%至 90%。Kaplan-Meier 估计卒中/TIA 2 年复发率从风险评分最低的分层中的 20%(95%可信区间:12%-28%)降至最高分层中的 2%(95%可信区间:0%-4%)。
临床特征可识别 PFO 患病率明显不同的 CS 患者,反映了发现的 PFO 与卒中相关的可能性与偶发性之间存在显著的临床差异。分层中更有可能存在与卒中相关的 PFO 的患者复发风险较低。