Martin Pascal, Winston Gavin P, Bartlett Philippa, de Tisi Jane, Duncan John S, Focke Niels K
Department of Neurology and Epileptology, Hertie Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany.
Department of Clinical and Experimental Epilepsy, UCL Institute of Neurology and National Hospital for Neurology and Neurosurgery, London, United Kingdom.
Epilepsia. 2017 Sep;58(9):1653-1664. doi: 10.1111/epi.13851. Epub 2017 Jul 26.
Although the general utility of voxel-based processing of structural magnetic resonance imaging (MRI) data for detecting occult lesions in focal epilepsy is established, many differences exist among studies, and it is unclear which processing method is preferable. The aim of this study was to compare the ability of commonly used methods to detect epileptogenic lesions in magnetic resonance MRI-positive and MRI-negative patients, and to estimate their diagnostic yield.
We identified 144 presurgical focal epilepsy patients, 15 of whom had a histopathologically proven and MRI-visible focal cortical dysplasia; 129 patients were MRI negative with a clinical hypothesis of seizure origin, 27 of whom had resections. We applied four types of voxel-based morphometry (VBM), three based on T1 images (gray matter volume, gray matter concentration, junction map [JM]) and one based on normalized fluid-attenuated inversion recovery (nFSI). Specificity was derived from analysis of 50 healthy controls.
The four maps had different sensitivity and specificity profiles. All maps showed detection rates for focal cortical dysplasia patients (MRI positive and negative) of >30% at a strict threshold of p < 0.05 (family-wise error) and >60% with a liberal threshold of p < 0.0001 (uncorrected), except for gray matter volume (14% and 27% detection rate). All maps except nFSI showed poor specificity, with high rates of false-positive findings in controls. In the MRI-negative patients, absolute detection rates were lower. A concordant nFSI finding had a significant positive odds ratio of 7.33 for a favorable postsurgical outcome in the MRI-negative group. Spatial colocalization of JM and nFSI was rare, yet showed good specificity throughout the thresholds.
All VBM variants had specific diagnostic properties that need to be considered for an adequate interpretation of the results. Overall, structural postprocessing can be a useful tool in presurgical diagnostics, but the low specificity of some maps has to be taken into consideration.
虽然基于体素处理结构磁共振成像(MRI)数据用于检测局灶性癫痫隐匿性病变的一般效用已得到证实,但各研究之间存在许多差异,尚不清楚哪种处理方法更可取。本研究的目的是比较常用方法在磁共振MRI阳性和MRI阴性患者中检测致痫性病变的能力,并评估其诊断率。
我们确定了144例术前局灶性癫痫患者,其中15例经组织病理学证实且MRI可见局灶性皮质发育不良;129例患者MRI阴性,但有癫痫发作起源的临床假设,其中27例接受了切除术。我们应用了四种基于体素的形态测量(VBM)方法,三种基于T1图像(灰质体积、灰质浓度、连接图[JM]),一种基于归一化液体衰减反转恢复(nFSI)。特异性来自对50名健康对照的分析。
这四种图谱具有不同的敏感性和特异性特征。在严格的p < 0.05阈值(家族性错误)下,所有图谱对局灶性皮质发育不良患者(MRI阳性和阴性)的检出率均>30%,在宽松的p < 0.0001阈值(未校正)下>60%,灰质体积图谱除外(检出率为14%和27%)。除nFSI外,所有图谱的特异性均较差,在对照中假阳性发现率较高。在MRI阴性患者中,绝对检出率较低。在MRI阴性组中,一致的nFSI发现对于良好的术后结果具有显著的正优势比7.33。JM和nFSI的空间共定位很少见,但在整个阈值范围内显示出良好的特异性。
所有VBM变体都有特定的诊断特性,在对结果进行充分解释时需要考虑。总体而言,结构后处理可以是术前诊断中的一个有用工具,但必须考虑到一些图谱的低特异性。