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颞叶癫痫的皮质下功能连接梯度。

Subcortical functional connectivity gradients in temporal lobe epilepsy.

机构信息

Perelman School of Medicine, University of Pennsylvania, United States; Department of Bioengineering, University of Pennsylvania, United States.

Department of Bioengineering, University of Pennsylvania, United States.

出版信息

Neuroimage Clin. 2023;38:103418. doi: 10.1016/j.nicl.2023.103418. Epub 2023 May 5.

Abstract

BACKGROUND AND MOTIVATION

Functional gradients have been used to study differences in connectivity between healthy and diseased brain states, however this work has largely focused on the cortex. Because the subcortex plays a key role in seizure initiation in temporal lobe epilepsy (TLE), subcortical functional-connectivity gradients may help further elucidate differences between healthy brains and TLE, as well as differences between left (L)-TLE and right (R)-TLE.

METHODS

In this work, we calculated subcortical functional-connectivity gradients (SFGs) from resting-state functional MRI (rs-fMRI) by measuring the similarity in connectivity profiles of subcortical voxels to cortical gray matter voxels. We performed this analysis in 24 R-TLE patients and 31 L-TLE patients (who were otherwise matched for age, gender, disease specific characteristics, and other clinical variables), and 16 controls. To measure differences in SFGs between L-TLE and R-TLE, we quantified deviations in the average functional gradient distributions, as well as their variance, across subcortical structures.

RESULTS

We found an expansion, measured by increased variance, in the principal SFG of TLE relative to controls. When comparing the gradient across subcortical structures between L-TLE and R-TLE, we found that abnormalities in the ipsilateral hippocampal gradient distributions were significantly different between L-TLE and R-TLE.

CONCLUSION

Our results suggest that expansion of the SFG is characteristic of TLE. Subcortical functional gradient differences exist between left and right TLE and are driven by connectivity changes in the hippocampus ipsilateral to the seizure onset zone.

摘要

背景与动机

功能梯度已被用于研究健康和患病大脑状态之间连接的差异,但是这项工作主要集中在皮层上。由于皮质下在颞叶癫痫(TLE)的发作起始中起关键作用,皮质下功能连接梯度可能有助于进一步阐明健康大脑与 TLE 之间的差异,以及左(L)-TLE 和右(R)-TLE 之间的差异。

方法

在这项工作中,我们通过测量皮质下体素与皮质灰质体素的连接谱的相似性,从静息状态功能磁共振成像(rs-fMRI)中计算皮质下功能连接梯度(SFGs)。我们在 24 名 R-TLE 患者和 31 名 L-TLE 患者(在年龄、性别、疾病特征和其他临床变量方面均匹配)以及 16 名对照者中进行了此分析。为了测量 L-TLE 和 R-TLE 之间 SFG 的差异,我们量化了 SFG 平均分布的偏差以及跨皮质下结构的方差。

结果

我们发现与对照相比,TLE 的主要 SFG 扩张,其特征为方差增加。当比较 L-TLE 和 R-TLE 之间的梯度时,我们发现同侧海马梯度分布的异常在 L-TLE 和 R-TLE 之间存在显著差异。

结论

我们的结果表明,SFG 的扩张是 TLE 的特征。左右 TLE 之间存在皮质下功能梯度差异,这是由发作起始区同侧海马的连接变化驱动的。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/47dd/10196948/b611e1f0ae96/gr1.jpg

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