Elkins Kathryn C, Moncayo Valeria M, Kim Hyunmi, Olson Larry D
Emory University School of Medicine, Atlanta, GA, USA;.
Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, GA, USA.
Epilepsy Res. 2017 Feb;130:93-100. doi: 10.1016/j.eplepsyres.2017.01.009. Epub 2017 Jan 30.
We present a method of gray-matter segmentation of functional neuroimaging for localization of seizure onset zone (SOZ) in epilepsy surgery. F-FDG-PET hypometabolism and ictal SPECT hyperperfusion may correspond to SOZ. We hypothesize that limiting functional images to gray matter improves identification of small, subtle, or obscure cortical volumes of F-FDG-PET hypometabolism and eliminates hyperperfused seizure propagation pathways within white matter in ictal perfusion SPECT.
Twenty-five adult and pediatric patients age 2-48 years with epilepsy surgery evaluations consisting of MRI, F-FDG-PET, ictal and interictal perfusion SPECT, and intracranial EEG (iEEG) monitoring were selected. MRI gray matter segmentation was used to identify cortical regions in coregistered F-FDG-PET and Ictal-Interictal SPECT Analysis by SPM (ISAS) as volumes of interest (VOI). VOIs in F-FDG-PET and SPECT perfusion clusters were compared to iEEG localization. The level of VOI concordance between two modalities was recorded as the same subgyrus (highest concordance), gyrus, sublobe, lobe, hemisphere, or no concordance.
With segmentation, 84% (21/25) of cases had at least one area identified on F-FDG-PET scan concordant with iEEG SOZ at sublobar or higher levels, and 72% (18/25) of cases had subgyral concordance with iEEG SOZ. Without segmentation, 60% (15/25) of cases had at least one area in F-FDG-PET scan concordant with iEEG SOZ at sublobar or higher levels, and 32% (8/25) with subgyral concordance. 83% (10/12) of seizure free patients had subgyral concordance on segmented F-FDG-PET. Both segmented and nonsegmented ictal-interictal SPECT perfusion clusters had 56% (14/25) of cases with at least sublobar concordance. Subgyral concordance was achieved by 28% (7/25) of segmented and 20% (5/25) of nonsegmented SPECTs.
Segmented F-FDG-PET scans frequently result in high correspondence to iEEG onset zones with localizations exactly concordant with iEEG SOZ- more than twice as often as without segmentation. Segmentation allows for the identification of small or subtle areas of hypometabolism that are often unappreciated or are obscured by normally hypometabolic white matter. Segmentation of ictal-interictal SPECT clusters did not significantly increase localization with iEEG SOZ over nonsegmented clusters.
我们提出一种用于癫痫手术中癫痫发作起始区(SOZ)定位的功能神经影像灰质分割方法。氟代脱氧葡萄糖正电子发射断层扫描(F-FDG-PET)代谢减低和发作期单光子发射计算机断层扫描(SPECT)血流灌注增加可能对应于SOZ。我们假设将功能图像限制在灰质范围内可改善对F-FDG-PET代谢减低的小的、细微的或模糊的皮质区域的识别,并消除发作期灌注SPECT中白质内血流灌注增加的癫痫传播途径。
选取25例年龄在2至48岁的成年和儿童患者,他们接受了癫痫手术评估,包括磁共振成像(MRI)、F-FDG-PET、发作期和发作间期灌注SPECT以及颅内脑电图(iEEG)监测。利用MRI灰质分割来识别在通过统计参数映射(SPM)进行的配准F-FDG-PET和发作期-发作间期SPECT分析(ISAS)中的皮质区域,作为感兴趣区(VOI)。将F-FDG-PET和SPECT灌注簇中的VOI与iEEG定位进行比较。两种模式之间VOI的一致程度记录为相同的脑回(最高一致性)、脑回、脑叶、脑叶、半球或不一致。
通过分割,84%(21/25)的病例在F-FDG-PET扫描上至少有一个区域在脑叶或更高水平与iEEG SOZ一致,72%(18/25)的病例在脑回水平与iEEG SOZ一致。未进行分割时,60%(/25)的病例在F-FDG-PET扫描上至少有一个区域在脑叶或更高水平与iEEG SOZ一致,32%(8/25)在脑回水平一致。83%(10/12)的无癫痫发作患者在分割后的F-FDG-PET上有脑回水平的一致性。分割后的和未分割的发作期-发作间期SPECT灌注簇中,均有56%(14/25)的病例至少在脑叶水平一致。分割后的SPECT中有28%(7/25)、未分割的SPECT中有20%(5/25)达到脑回水平的一致性。
分割后的F-FDG-PET扫描常常与iEEG发作起始区高度对应,定位与iEEG SOZ完全一致的情况比未分割时多出两倍以上。分割能够识别出代谢减低的小的或细微的区域,这些区域通常难以察觉或被正常代谢减低的白质所掩盖。发作期-发作间期SPECT簇的分割与未分割的簇相比,在与iEEG SOZ的定位方面并没有显著增加。