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仅使用功能磁共振成像进行局灶性癫痫的定位

Using functional MRI alone for localization in focal epilepsy.

作者信息

Zhang Clara H, Lu Yunfeng, Brinkmann Benjamin, Welker Kirk, Worrell Gregory, He Bin

出版信息

Annu Int Conf IEEE Eng Med Biol Soc. 2014;2014:730-3. doi: 10.1109/EMBC.2014.6943694.

Abstract

In the present study, we developed a method for the purpose of localizing epilepsy related hemodynamic foci for patients suffering intractable focal epilepsy using resting state fMRI alone. We studied two groups of subjects: five patients with intractable focal epilepsy, and ten healthy volunteers performing motor tasks. Spatial independent component analysis (ICA) was performed on the fMRI alone data and a set of independent component (IC) selection criteria was developed to identify epilepsy related ICs. The method was then evaluated in the healthy group with motor tasks. In all five surgery patients, there was at least one identified IC concordant with surgical resection. In the motor task study of healthy subjects, our method revealed components with concordant spatial and temporal features as expected from the unilateral motor tasks. These results suggest the lateralization and localization value of fMRI alone in presurgical evaluation for patients with intractable unilateral focal epilepsy. The proposed method is noninvasive in nature and easy to implement. It has the potential to be incorporated in current presurgical workup for the diagnosis of intractable focal epilepsy patients.

摘要

在本研究中,我们开发了一种方法,旨在仅使用静息态功能磁共振成像(fMRI)为患有顽固性局灶性癫痫的患者定位癫痫相关的血流动力学病灶。我们研究了两组受试者:五名患有顽固性局灶性癫痫的患者,以及十名执行运动任务的健康志愿者。对仅fMRI数据进行空间独立成分分析(ICA),并制定了一组独立成分(IC)选择标准以识别与癫痫相关的IC。然后在执行运动任务的健康组中对该方法进行评估。在所有五名接受手术的患者中,至少有一个识别出的IC与手术切除一致。在健康受试者的运动任务研究中,我们的方法揭示了具有与单侧运动任务预期相符的空间和时间特征的成分。这些结果表明,仅fMRI在顽固性单侧局灶性癫痫患者的术前评估中具有定位和定侧价值。所提出的方法本质上是非侵入性的,并且易于实施。它有可能被纳入当前用于诊断顽固性局灶性癫痫患者的术前检查中。

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