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基于病变位置的脑梗死后视野改善预测

Lesion Location-Based Prediction of Visual Field Improvement after Cerebral Infarction.

作者信息

Kim Bum Joon, Kim Yong-Hwan, Kim Namkug, Kwon Sun U, Kim Sang Joon, Kim Jong S, Kang Dong-Wha

机构信息

Department of Neurology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Seoul Korea.

Vision, Image and Learning Laboratory, Asan Institute for Life Sciences, Asan Medical Center, Seoul, South Korea.

出版信息

PLoS One. 2015 Nov 25;10(11):e0143882. doi: 10.1371/journal.pone.0143882. eCollection 2015.

Abstract

BACKGROUND

Although the prognosis of ischemic stroke is highly dependent on the lesion location, it has rarely been quantitatively utilized. We investigated the usefulness of regional extent of ischemic lesion (rEIL) predicting the improvement of visual field defect (VFD) in patients with posterior cerebral artery infarction.

METHODS

The rEILs were measured in each individual cortex after transforming the lesions to a standard atlas. Significant improvement of VFD was tentatively defined as 20% improvement at 3 months after stroke. The performances of clinical and imaging variables predicting significant improvement were measured by support vector machine. The maximum performance of variables predicting the significant improvement was compared between subgroups of variables (clinical, baseline severity and lesion volume) and the effect of adding rEIL to those subgroups of variables was evaluated.

RESULTS

A total of 35 patients were enrolled in this study. Left PCA infarct, MR-time from onset, rEILs in the lingual, calcarine, and cuneus cortices were good prognostic indicators of hemi-VFD (performance for predicting the significant improvement: 72.8±11.8%, 66.1±11.2%, respectively). A combination of the rEILs of each cortical subregions demonstrated a better predictive performance for hemi-VFD (83.8±9.5%) compared to a combination of clinical variables (72.8±11.8; p<0.001), baseline severity (63.0±11.9%; p<0.001), or lesion volume (62.6±12.7%; p<0.001). Adding a rEIL to other variables improved the prognostic prediction for hemi-VFD (74.4±11.6% to 91.3±7.7%; p<0.001).

CONCLUSIONS

An estimation of rEIL provides useful information regarding the ischemic lesion location. rEIL accurately predicts the significant improvement of VFD and enhances the prediction power when combined with other variables.

摘要

背景

尽管缺血性中风的预后高度依赖于病变位置,但该因素很少被定量利用。我们研究了缺血性病变区域范围(rEIL)对大脑后动脉梗死患者视野缺损(VFD)改善情况的预测作用。

方法

将病变转化为标准图谱后,测量每个个体皮质的rEIL。VFD的显著改善初步定义为中风后3个月改善20%。通过支持向量机测量预测显著改善的临床和影像变量的性能。比较变量亚组(临床、基线严重程度和病变体积)之间预测显著改善的变量的最大性能,并评估将rEIL添加到这些变量亚组中的效果。

结果

本研究共纳入35例患者。左侧大脑后动脉梗死、发病至磁共振成像时间、舌回、距状回和楔叶皮质的rEIL是半侧VFD的良好预后指标(预测显著改善的性能分别为:72.8±11.8%、66.1±11.2%)。与临床变量组合(72.8±11.8%;p<0.001)、基线严重程度(63.0±11.9%;p<0.001)或病变体积(62.6±12.7%;p<0.001)相比,每个皮质亚区域的rEIL组合对半侧VFD具有更好的预测性能(83.8±9.5%)。将rEIL添加到其他变量中可改善对半侧VFD的预后预测(从74.4±11.6%提高到91.3±7.7%;p<0.001)。

结论

rEIL的评估提供了有关缺血性病变位置的有用信息。rEIL能准确预测VFD的显著改善,并与其他变量结合时增强预测能力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/85c8/4659640/5ad2252ea1af/pone.0143882.g001.jpg

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