Department of Neurosurgery, Thomas Jefferson University, Philadelphia, USA.
Department of Neurosurgery, University of New Mexico, Albuquerque, USA.
Sci Rep. 2022 Nov 1;12(1):18389. doi: 10.1038/s41598-022-23297-4.
In this study, we examined whether amplitude synchronization of medial (MTL) and lateral (LTL) temporal lobes can detect unique alterations in patients with MTL epilepsy (mTLE) with mesial temporal sclerosis (MTS). This was a retrospective study of preoperative resting-state fMRI (rsfMRI) data from 31 patients with mTLE with MTS (age 23-69) and 16 controls (age 21-35). fMRI data were preprocessed based on a multistep preprocessing pipeline and registered to a standard space. Using each subject's T1-weighted scan, the MTL and LTL were automatically segmented, manually revised and then fit to a standard space using a symmetric normalization registration algorithm. Dual regression analysis was applied on preprocessed rsfMRI data to detect amplitude synchronization of medial and lateral temporal segments with the rest of the brain. We calculated the overlapped volume ratio of synchronized voxels within specific target regions including the thalamus (total and bilateral). A general linear model was used with Bonferroni correction for covariates of epilepsy duration and age of patient at scan to statistically compare synchronization in patients with mTLE with MTS and controls, as well as with respect to whether patients remained seizure-free (SF) or not (NSF) after receiving epilepsy surgery. We found increased ipsilateral positive connectivity between the LTLs and the thalamus and contralateral negative connectivity between the MTLs and the thalamus in patients with mTLE with MTS compared to controls. We also found increased asymmetry of functional connectivity between temporal lobe subregions and the thalamus in patients with mTLE with MTS, with increased positive connectivity between the LTL and the lesional-side thalamus as well as increased negative connectivity between the MTL and the nonlesional-side thalamus. This asymmetry was also seen in NSF patients but was not seen in SF patients and controls. Amplitude synchronization was an effective method to detect functional connectivity alterations in patients with mTLE with MTS. Patients with mTLE with MTS overall showed increased temporal-thalamic connectivity. There was increased functional involvement of the thalamus in MTS, underscoring its role in seizure spread. Increased functional thalamic asymmetry patterns in NSF patients may have a potential role in prognosticating patient response to surgery. Elucidating regions with altered functional connectivity to temporal regions can improve understanding of the involvement of different regions in the disease to potentially target for intervention or use for prognosis for surgery. Future studies are needed to examine the effectiveness of using patient-specific abnormalities in patterns to predict surgical outcome.
在这项研究中,我们研究了内侧颞叶(MTL)和外侧颞叶(LTL)振幅同步是否可以检测到伴有内侧颞叶硬化(MTS)的 MTL 癫痫(mTLE)患者的独特改变。这是一项回顾性研究,纳入了 31 名伴有 MTS 的 mTLE 患者(年龄 23-69 岁)和 16 名对照者(年龄 21-35 岁)的术前静息态 fMRI(rsfMRI)数据。fMRI 数据基于多步骤预处理流水线进行预处理,并配准到标准空间。使用每个受试者的 T1 加权扫描,自动分割 MTL 和 LTL,手动修订,然后使用对称归一化配准算法将其拟合到标准空间。对预处理 rsfMRI 数据应用双回归分析,以检测内侧和外侧颞叶节段与大脑其余部分的振幅同步。我们计算了特定目标区域(包括丘脑)内同步体素的重叠体积比(总容积和双侧)。使用广义线性模型,采用 Bonferroni 校正癫痫持续时间和患者扫描时年龄的协变量,对伴有 MTS 的 mTLE 患者与对照者以及手术后是否仍无癫痫发作(SF)或有癫痫发作(NSF)的患者进行同步性统计学比较。与对照组相比,我们发现伴有 MTS 的 mTLE 患者的 LTL 与丘脑之间的同侧正连接增加,而 MTL 与丘脑之间的对侧负连接增加。我们还发现伴有 MTS 的 mTLE 患者颞叶亚区与丘脑之间的功能连接不对称性增加,LTL 与病变侧丘脑之间的正连接增加,而 MTL 与非病变侧丘脑之间的负连接增加。这种不对称性也见于 NSF 患者,但 SF 患者和对照者未见。振幅同步是检测伴有 MTS 的 mTLE 患者功能连接改变的有效方法。伴有 MTS 的 mTLE 患者总体表现出颞叶-丘脑连接增加。MTS 中丘脑的功能参与增加,突出了其在癫痫发作传播中的作用。NSF 患者的功能性丘脑不对称模式增加,可能对预测患者对手术的反应具有潜在作用。阐明与颞叶区域改变功能连接的区域可以提高对不同区域参与疾病的理解,以便有针对性地进行干预或用于手术预后。需要进一步研究以检查使用患者特定的异常模式预测手术结果的有效性。