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基于自动脑分割的海马硬化型颞叶癫痫患者脑容量不对称性分析及临床应用

[Analysis of brain volume asymmetry and clinical application in patients with temporal lobe epilepsy with hippocampal sclerosis based on automatic brain segmentation].

作者信息

Zhang X N, Cheng J L, Zhang Y, Song C R, Ma K R, Bai M, Wang K F, Mao X Y

机构信息

Department of MRI, the First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China.

出版信息

Zhonghua Yi Xue Za Zhi. 2023 Apr 4;103(13):991-998. doi: 10.3760/cma.j.cn112137-20220801-01673.

Abstract

To analyze whole brain structural volume asymmetry in temporal lobe epilepsy with hippocampal sclerosis (TLE-HS) using automated brain segmentation technology, and to investigate the application value of this technology in the diagnosis of TLE-HS and the performance in determining the location the lateralization of epileptogenic focus. Twenty-eight patients with TLE-HS were enrolled in the First Affiliated Hospital of Zhengzhou University from April 2019 to October 2020, including 13 females and 15 males, aged ranged from 18 to 63 (30±12) years, and these patients were divided two group according to the epilepsy lateralization, left TLE-HS(LTLE-HS) group (=11), right TLE-HS(RTLE-HS) group (=17) and 28 normal controls [aged ranged from 18 to 49 (29±10) years]. All of these subjects underwent three-dimensional T weighted image (3D TWI). The differences of brain structure and volumes in LTLE-HS, RTLE-HS and normal controls group were retrospectively analyzed, and Pearson's correlation coefficient was used to evaluate the left and right volume correlations, and effect size was used for evaluating the differences in left and right volume averages. The asymmetry index (AI) of the left and right lateral volumes in each group was also calculated and compared among the three groups. Standard volumes of all structures within the brain were asymmetric in the normal controls, LTLE-HS, and RTLE-HS groups, with smaller volumes of ipsilateral hippocampus than contralateral hippocampus in both the LTLE-HS and RTLE-HS groups(0.20%±0.03% vs 0.24%±0.02%,0.21%±0.03% vs 0.25%±0.02% respectively;both <0.001), and smaller volumes of gray and white matter of the ipsilateral temporal lobe than contralateral in the LTLE-HS group(4.41%±0.38% vs 5.01%±0.43%,1.83%±0.22 % vs 2.22%±0.14%;both <0.001). There was a moderate to strong linear correlation (0.553<<0. 964,all <0.05) between left and right lateral volumes in the normal controls, LTLE-HS, and RTLE-HS groups. All three groups showed the largest effect sizes in the cingulate gyrus (The effect sizes were 3.07, 4.85 and 4.22 in control, LTLE-HS and RTLE-HS, respectively.). The AI values of the hippocampus, temporal lobe gray matter, and temporal lobe white matter were statistically different among the three groups (-1.48±8.64 vs 15.91±10.15 vs -17.59±10.00, 7.46±2.67 vs 12.67±6.67 vs 3.67±6.15, 6.53±3.71 vs 19.91±9.85 vs 1.57±8.38;all <0.001). Volumetric measurements by automated brain segmentation techniques can play an important role in preoperative assessment of TLE, and the asymmetry of brain volume may be of value in determining the localization and extent of the epileptogenic focus.

摘要

利用自动脑分割技术分析海马硬化型颞叶癫痫(TLE-HS)患者的全脑结构体积不对称性,并探讨该技术在TLE-HS诊断中的应用价值以及在确定致痫灶定位和侧化方面的性能。2019年4月至2020年10月,郑州大学第一附属医院纳入28例TLE-HS患者,其中女性13例,男性15例,年龄18至63岁(30±12岁),这些患者根据癫痫侧化分为两组,左侧TLE-HS(LTLE-HS)组(=11),右侧TLE-HS(RTLE-HS)组(=17),以及28例正常对照者[年龄18至49岁(29±10岁)]。所有受试者均接受三维T加权成像(3D TWI)。回顾性分析LTLE-HS组、RTLE-HS组和正常对照组的脑结构和体积差异,采用Pearson相关系数评估左右体积相关性,采用效应量评估左右体积平均值差异。还计算了每组左右侧体积的不对称指数(AI),并在三组之间进行比较。正常对照组、LTLE-HS组和RTLE-HS组脑内所有结构的标准体积均不对称,LTLE-HS组和RTLE-HS组同侧海马体积均小于对侧海马体积(分别为0.20%±0.03%对0.24%±0.02%,0.21%±0.03%对0.25%±0.

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