Smartphone pupillometry predicts ischemic penumbra in acute ischemic stroke.

Anthony J Maxin, Bernice G Gulek, Hunter Litz, Zachary Brandt, Graham M Winston, Lynn B McGrath, Isaac Joshua Abecassis, Michael R Levitt
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Abstract

Background: Recent advances in time-sensitive treatment methods for large vessel occlusion (LVO), including medical and mechanical thrombectomy, have increased the importance of rapid recognition of acute ischemic stroke. The pupillary light reflex (PLR) is a biomarker for neurological status. We studied a portable smartphone-based quantitative pupillometry application that has been developed to quantify PLR metrics without requiring external hardware or extensive training to operate. We hypothesized that the PLR curve morphological metrics produced by the smartphone pupillometer could be used to predict the National Institutes of Health Stroke Scale (NIHSS) and CT Perfusion (CTP) core to penumbra volume ratio.

Materials and methods: The PLR in patients with LVO in the emergency department of a comprehensive stroke center was recorded using a smartphone quantitative pupillometry application. Subjects with LVO were enrolled prior to thrombectomy or medical intervention. Collected data included volumetric measures of ischemic core and penumbra from CTP and presenting NIHSS. PLR curve morphological parameters were analyzed to determine their correlation with NIHSS or CTP core infarct to penumbra volume ratio (with a lower ratio indicating less core infarct relative to penumbra). This ratio was used instead of the mismatch ratio to account for patients without ischemic core. Initial alpha was set at 0.05, and a post-hoc Bonferroni correction was used to arrive at a corrected alpha of 0.004.

Results: Twenty-two patients with acute ischemic stroke from LVO were recruited, of whom 59 % were female and 21/22 (96 %) had anterior circulation occlusion. The median (± standard deviation) NIHSS was 20.5 ± 9, median ASPECTS was 9 ± 2, and mean CTP core to penumbra volume ratio was 1.02 ± 1.71. Before post-hoc Bonferroni correction, a significant negative correlation was seen between MAX (r = -0.49, p = 0.04), CHANGE (r = -0.74, p < 0.001), and MCV (r = -0.5, p = 0.04) and the core infarct to penumbra volume ratio on CTP. In addition, before post-hoc Bonferroni correction, a significant negative correlation was seen between CHANGE (r = -0.43, p = 0.04) and MCV (r = -0.58, p = 0.005), and the NIHSS. A significant negative correlation between the core infarct to penumbra volume ratio on CTP for CHANGE (p < 0.001) was observed after post-hoc Bonferroni correction.

Conclusions: Quantitative smartphone pupillometry metrics may predict cerebral ischemia and ischemic penumbra in acute ischemic stroke patients with large vessel occlusion prior to intervention.

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智能手机瞳孔测量可预测急性缺血性脑卒中的缺血半影。
背景:大血管闭塞(LVO)的时效性治疗方法,包括药物和机械血栓切除术的最新进展,增加了快速识别急性缺血性卒中的重要性。瞳孔光反射(PLR)是神经状态的生物标志物。我们研究了一款基于智能手机的便携式定量瞳孔测量应用,该应用无需外部硬件或大量操作培训即可量化瞳孔光反射指标。我们假设智能手机瞳孔仪产生的 PLR 曲线形态指标可用于预测美国国立卫生研究院卒中量表(NIHSS)和 CT 灌注(CTP)核心与半影体积比:使用智能手机定量瞳孔测量应用软件记录综合卒中中心急诊科 LVO 患者的 PLR。LVO 患者在血栓切除术或医疗干预之前入组。收集的数据包括 CTP 和 NIHSS 显示的缺血核心和半影的体积测量值。对PLR曲线形态学参数进行分析,以确定其与NIHSS或CTP核心梗死与半影体积比的相关性(比值越低,表明核心梗死相对于半影越少)。为了考虑到没有缺血核心的患者,该比率被用来代替错配比率。初始α值设为0.05,经事后Bonferroni校正,校正后的α值为0.004:结果:共招募了 22 例因左心室积液导致的急性缺血性卒中患者,其中 59% 为女性,21/22(96%)例为前循环闭塞。NIHSS 中位数(± 标准差)为 20.5 ± 9,ASPECTS 中位数为 9 ± 2,CTP 核心与半影体积比平均值为 1.02 ± 1.71。在进行事后 Bonferroni 校正之前,MAX(r=-0.49,p=0.04)、CHANGE(r=-0.74,pConclusions)之间存在显著负相关:定量智能手机瞳孔测量指标可在干预前预测急性缺血性脑卒中大血管闭塞患者的脑缺血和缺血半影。
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来源期刊
CiteScore
5.00
自引率
4.00%
发文量
583
审稿时长
62 days
期刊介绍: The Journal of Stroke & Cerebrovascular Diseases publishes original papers on basic and clinical science related to the fields of stroke and cerebrovascular diseases. The Journal also features review articles, controversies, methods and technical notes, selected case reports and other original articles of special nature. Its editorial mission is to focus on prevention and repair of cerebrovascular disease. Clinical papers emphasize medical and surgical aspects of stroke, clinical trials and design, epidemiology, stroke care delivery systems and outcomes, imaging sciences and rehabilitation of stroke. The Journal will be of special interest to specialists involved in caring for patients with cerebrovascular disease, including neurologists, neurosurgeons and cardiologists.
期刊最新文献
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