Department of Epileptology, University Hospital Bonn, Bonn, Germany.
AI in Medical Imaging, German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.
Hum Brain Mapp. 2023 Aug 15;44(12):4467-4479. doi: 10.1002/hbm.26392. Epub 2023 Jun 22.
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.
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。