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海马硬化与 MRI 阴性颞叶癫痫患者自发脑活动的比较。

Comparision of spontaneous brain activity between hippocampal sclerosis and MRI-negative temporal lobe epilepsy.

机构信息

Department of Magnetic Resonance Imaging, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China; Engineering Technology Research Center for Detection and Application of Brain Function of Henan Province, Zhengzhou, China; Key Laboratory of Brain Function and Cognitive Magnetic Resonance Imaging of Zhengzhou, Zhengzhou, China; Key Laboratory of Imaging Intelligence Research Medicine of Henan Province.

Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China.

出版信息

Epilepsy Behav. 2024 Aug;157:109751. doi: 10.1016/j.yebeh.2024.109751. Epub 2024 May 30.

Abstract

BACKGROUND

Hippocampal sclerosis (HS) is a prevalent cause of temporal lobe epilepsy (TLE). However, up to 30% of individuals with TLE present negative magnetic resonance imaging (MRI) findings. A comprehensive grasp of the similarities and differences in brain activity among distinct TLE subtypes holds significant clinical and scientific importance.

OBJECTIVE

To comprehensively examine the similarities and differences between TLE with HS (TLE-HS) and MRI-negative TLE (TLE-N) regarding static and dynamic abnormalities in spontaneous brain activity (SBA). Furthermore, we aimed to determine whether these alterations correlate with epilepsy duration and cognition, and to determine a potential differential diagnostic index for clinical utility.

METHODS

We measured 12 SBA metrics in 38 patients with TLE-HS, 51 with TLE-N, and 53 healthy volunteers. Voxel-wise analysis of variance (ANOVA) and post-hoc comparisons were employed to compare these metrics. The six static metrics included amplitude of low-frequency fluctuations (ALFF), fractional amplitude of low-frequency fluctuations (fALFF), regional homogeneity (ReHo), voxel-mirrored homotopic connectivity (VMHC), degree centrality (DC), and global signal correlation (GSCorr). Additionally, six corresponding dynamic metrics were assessed: dynamic ALFF (dALFF), dynamic fALFF (dfALFF), dynamic ReHo (dReHo), dynamic DC (dDC), dynamic VMHC (dVMHC), and dynamic GSCorr (dGSCorr). Receiver operating characteristic (ROC) curve analysis of abnormal indices was employed. Spearman correlation analyses were also conducted to examine the relationship between the abnormal indices, epilepsy duration and cognition scores.

RESULTS

Both TLE-HS and TLE-N presented as extensive neural network disorders, sharing similar patterns of SBA alterations. The regions with increased fALFF, dALFF, and dfALFF levels were predominantly observed in the mesial temporal lobe, thalamus, basal ganglia, pons, and cerebellum, forming a previously proposed mesial temporal epilepsy network. Conversely, decreased SBA metrics (fALFF, ReHo, dReHo, DC, GSCorr, and VMHC) consistently appeared in the lateral temporal lobe ipsilateral to the epileptic foci. Notably, SBA alterations were more obvious in patients with TLE-HS than in those with TLE-N. Additionally, patients with TLE-HS exhibited reduced VMHC in both mesial and lateral temporal lobes compared with patients with TLE-N, with the hippocampus displaying moderate discriminatory power (AUC = 0.759). Correlation analysis suggested that alterations in SBA indicators may be associated with epilepsy duration and cognitive scores.

CONCLUSIONS

The simultaneous use of static and dynamic SBA metrics provides evidence supporting the characterisation of both TLE-HS and TLE-N as complex network diseases, facilitating the exploration of mechanisms underlying epileptic activity and cognitive impairment. Overall, SBA abnormality patterns were generally similar between the TLE-HS and TLE-N groups, encompassing networks related to TLE and auditory and occipital visual functions. These changes were more pronounced in the TLE-HS group, particularly within the mesial and lateral temporal lobes.

摘要

背景

海马硬化(HS)是颞叶癫痫(TLE)的常见病因。然而,高达 30%的 TLE 患者的磁共振成像(MRI)检查结果为阴性。全面了解不同 TLE 亚型之间脑活动的相似和差异具有重要的临床和科学意义。

目的

全面研究 TLE 伴 HS(TLE-HS)和 MRI 阴性 TLE(TLE-N)之间自发脑活动(SBA)的静态和动态异常的相似和差异。此外,我们旨在确定这些改变是否与癫痫持续时间和认知相关,并确定潜在的临床效用差异诊断指标。

方法

我们测量了 38 例 TLE-HS 患者、51 例 TLE-N 患者和 53 名健康志愿者的 12 项 SBA 指标。采用方差分析(ANOVA)和事后比较对这些指标进行比较。六个静态指标包括低频振幅(ALFF)、分数低频振幅(fALFF)、局部一致性(ReHo)、体素镜像同伦连接(VMHC)、度中心性(DC)和全局信号相关(GSCorr)。此外,还评估了六个相应的动态指标:动态低频振幅(dALFF)、动态 fALFF(dfALFF)、动态 ReHo(dReHo)、动态 DC(dDC)、动态 VMHC(dVMHC)和动态 GSCorr(dGSCorr)。采用受试者工作特征(ROC)曲线分析异常指标。还进行了 Spearman 相关性分析,以研究异常指标与癫痫持续时间和认知评分之间的关系。

结果

TLE-HS 和 TLE-N 均表现为广泛的神经网络障碍,具有相似的 SBA 改变模式。fALFF、dALFF 和 dfALFF 水平升高的区域主要位于内侧颞叶、丘脑、基底节、脑桥和小脑,形成了先前提出的内侧颞叶癫痫网络。相反,外侧颞叶同侧致痫灶的 SBA 指标(fALFF、ReHo、dReHo、DC、GSCorr 和 VMHC)降低。值得注意的是,TLE-HS 患者的 SBA 改变比 TLE-N 患者更明显。此外,与 TLE-N 患者相比,TLE-HS 患者的内侧和外侧颞叶的 VMHC 均降低,其中海马具有中等的判别能力(AUC=0.759)。相关性分析表明,SBA 指标的改变可能与癫痫持续时间和认知评分有关。

结论

静态和动态 SBA 指标的联合使用为 TLE-HS 和 TLE-N 均为复杂网络疾病提供了证据,有助于探索癫痫活动和认知障碍的机制。总的来说,TLE-HS 和 TLE-N 组之间的 SBA 异常模式大致相似,包括与 TLE 相关的网络以及听觉和枕叶视觉功能。这些变化在 TLE-HS 组更为明显,特别是在内侧和外侧颞叶。

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