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基于新几何形状的内侧颞叶癫痫海马形态计量学分析。

A novel geometry-based analysis of hippocampal morphometry in mesial temporal lobe epilepsy.

机构信息

Department of Epileptology, University Hospital Bonn, Bonn, Germany.

AI in Medical Imaging, German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.

出版信息

Hum Brain Mapp. 2023 Aug 15;44(12):4467-4479. doi: 10.1002/hbm.26392. Epub 2023 Jun 22.

Abstract

Hippocampal volumetry is an essential tool in researching and diagnosing mesial temporal lobe epilepsy (mTLE). However, it has a limited ability to detect subtle alterations in hippocampal morphometry. Here, we establish and apply a novel geometry-based tool that enables point-wise morphometric analysis based on an intrinsic coordinate system of the hippocampus. We hypothesized that this point-wise analysis uncovers structural alterations not measurable by volumetry, but associated with histological underpinnings and the neuropsychological profile of mTLE. We conducted a retrospective study in 204 individuals with mTLE and 57 age- and gender-matched healthy subjects. FreeSurfer-based segmentations of hippocampal subfields in 3T-MRI were subjected to a geometry-based analysis that resulted in a coordinate system of the hippocampal mid-surface and allowed for point-wise measurements of hippocampal thickness and other features. Using point-wise analysis, we found significantly lower thickness and higher FLAIR signal intensity in the entire affected hippocampus of individuals with hippocampal sclerosis (HS-mTLE). In the contralateral hippocampus of HS-mTLE and the affected hippocampus of MRI-negative mTLE, we observed significantly lower thickness in the presubiculum. Impaired verbal memory was associated with lower thickness in the left presubiculum. In HS-mTLE histological subtype 3, we observed higher curvature than in subtypes 1 and 2 (all p < .05). These findings could not be observed using conventional volumetry (Bonferroni-corrected p < .05). We show that point-wise measures of hippocampal morphometry can uncover structural alterations not measurable by volumetry while also reflecting histological underpinnings and verbal memory. This substantiates the prospect of their clinical application.

摘要

海马体积测量是研究和诊断内侧颞叶癫痫(mTLE)的重要工具。然而,它在检测海马形态的细微改变方面能力有限。在这里,我们建立并应用了一种新的基于几何形状的工具,该工具能够基于海马的固有坐标系进行逐点形态计量分析。我们假设这种逐点分析能够揭示体积测量无法测量但与 mTLE 的组织学基础和神经心理学特征相关的结构改变。我们对 204 名 mTLE 患者和 57 名年龄和性别匹配的健康对照者进行了回顾性研究。在 3T-MRI 上进行的基于 FreeSurfer 的海马亚区分割,进行了基于几何形状的分析,该分析产生了海马中表面的坐标系,并允许进行海马厚度和其他特征的逐点测量。使用逐点分析,我们发现海马硬化(HS-mTLE)患者整个受影响的海马体的厚度明显降低,FLAIR 信号强度更高。在 HS-mTLE 的对侧海马体和 MRI 阴性 mTLE 的受影响海马体中,我们观察到在前下托中厚度明显降低。言语记忆受损与左前下托厚度降低相关。在 HS-mTLE 的组织学亚型 3 中,我们观察到的曲率高于亚型 1 和 2(均 p <.05)。这些发现不能通过常规体积测量观察到(Bonferroni 校正后 p <.05)。我们表明,海马形态的逐点测量可以揭示体积测量无法测量的结构改变,同时也反映了组织学基础和言语记忆。这证实了其临床应用的前景。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0138/10365234/249747cfd971/HBM-44-4467-g005.jpg

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