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磁共振体积成像和 FDG PET 于颞叶癫癎的统计不对称性分析。

Statistical asymmetry analysis of volumetric MRI and FDG PET in temporal lobe epilepsy.

机构信息

Department of Neurology, Amrita Advanced Centre for Epilepsy, Amrita Institute of Medical Sciences & Research Center, Kochi, India.

Department of Radiology, Amrita Advanced Centre for Epilepsy, Amrita Institute of Medical Sciences & Research Center, Kochi, India.

出版信息

Epilepsy Behav. 2022 Sep;134:108810. doi: 10.1016/j.yebeh.2022.108810. Epub 2022 Jul 5.

Abstract

PURPOSE

To analyze statistically derived threshold values of volumetric MRI and 18F fluorodeoxyglucose (FDG) PET asymmetry, independent of normative data, for non-invasive detection/exclusion of temporal lobe epilepsy (TLE).

METHODS

We retrospectively analyzed amygdalohippocampal volumetry and temporal FDG PET metabolism in 33 patients (age: 29.27 ± 8.56 years) who underwent surgery following Stereo-EEG implantation and had postsurgical seizure freedom lasting >12 months. The temporal lobe epilepsy group and the extratemporal lobe epilepsy (ETLE) group were compared. Percentage volume loss (PVL) was calculated from manually traced amygdalohippocampal volumetry whereas percentage metabolic loss (PML) was calculated from PET using amygdalohippocampal trace and temporal neocortical Brodmann areas (BA) template.

RESULTS

Receiver operating characteristic (ROC) curve analysis identified a cutoff hippocampal PVL of 4.21% as the minimum indicating probable hippocampal involvement in seizure onset, with sensitivity of 88.89% and the specificity of 100% (p < 0.001). Region of interest (ROI)-based PML values in PET imaging showed a significant correlation with the presence of TLE in the TLE group of patients and its absence in the ETLE group of patients. Region of interest curve analysis yielded PML cutoffs of 5.77% and 8.36%, respectively, for the hippocampus and BA 38 (temporopolar neocortex) to detect TLE with the sensitivity of 72.7% and specificity of 77.8%.

CONCLUSION

We describe statistical thresholds for asymmetry analysis of hippocampal volumetry and FDG PET to improve detection of TLE. These threshold parameters warrant further validation in prospective studies.

摘要

目的

分析立体脑电图植入术后无癫痫发作且持续时间>12 个月的患者的磁共振成像和 18F 氟脱氧葡萄糖(FDG)正电子发射断层扫描(PET)不对称的容积学和代谢参数的统计学阈值,这些阈值与正常数据无关,用于颞叶癫痫(TLE)的非侵入性检测/排除。

方法

我们回顾性分析了 33 例接受立体脑电图植入术并在手术后无癫痫发作且持续时间>12 个月的患者的杏仁核-海马容积和颞叶 FDG PET 代谢。将 TLE 组和非颞叶癫痫(ETLE)组进行比较。从手动绘制的杏仁核-海马容积计算百分比容积损失(PVL),从 PET 使用杏仁核-海马轨迹和颞叶皮质布罗德曼区(BA)模板计算百分比代谢损失(PML)。

结果

受试者工作特征(ROC)曲线分析确定了 4.21%的最小海马 PVL 作为海马参与癫痫发作的最低阈值,其敏感性为 88.89%,特异性为 100%(p<0.001)。PET 成像的基于感兴趣区(ROI)的 PML 值与 TLE 患者组的 TLE 存在显著相关,与 ETLE 患者组的 TLE 缺失显著相关。ROI 曲线分析得出,海马和 BA38(颞极新皮质)的 PML 截断值分别为 5.77%和 8.36%,以 72.7%的敏感性和 77.8%的特异性检测 TLE。

结论

我们描述了用于检测 TLE 的杏仁核容积和 FDG PET 不对称分析的统计学阈值。这些阈值参数需要在前瞻性研究中进一步验证。

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