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Automated subfield volumetric analysis of hippocampus in temporal lobe epilepsy using high-resolution T2-weighed MR imaging

机译:使用高分辨率T2加权MR成像对颞叶癫痫患者海马区进行自动亚域体积分析

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Background and purpose Automated subfield volumetry of hippocampus is desirable for use in temporal lobe epilepsy (TLE), but its utility has not been established. Automatic segmentation of hippocampal subfields (ASHS) and the new version of FreeSurfer software (ver.6.0) using high-resolution T2-weighted MR imaging are candidates for this volumetry. The aim of this study was to evaluate hippocampal subfields in TLE patients using ASHS as well as the old and new versions of FreeSurfer. Materials and methods We recruited 50 consecutive unilateral TLE patients including 25 with hippocampal sclerosis (TLE-HS) and 25 without obvious etiology (TLE-nonHS). All patients and 45 healthy controls underwent high-resolution T2-weighted and 3D-volume T1-weighted MRI scanning. We analyzed all of their MR images by FreeSurfer ver.5.3, ver.6.0 and ASHS. For each subfield, normalized z -scores were calculated and compared among groups. Results In TLE-HS groups, ASHS and FreeSurfer ver.6.0 revealed maximal z -scores in ipsilateral cornu ammonis (CA) 1, CA4 and dentate gyrus (DG), whereas in FreeSurfer ver.5.3 ipsilateral subiculum showed maximal z-scores. In TLE-nonHS group, there was no significant volume reduction by either ASHS or FreeSurfer. Conclusions ASHS and the new version of FreeSurfer may have an advantage in compatibility with existing histopathological knowledge in TLE patients with HS compared to the old version of FreeSurfer (ver.5.3), although further investigations with pathological findings and/or surgical outcomes are desirable. Highlights ? Automated hippocampal subfield analysis is needed in temporal lobe epilepsy (TLE). ? Automatic segmentation hippocampal subfields (ASHS) and FreeSurfer are available. ? 50 TLE patients (25 with hippocampal sclerosis (HS)) were analyzed. ? ASHS and new version of FreeSurfer may have an advantage in compatibility. ? High-resolution T2-weighted images might help better automatic segmentation in TLE.
机译:背景和目的海马体的自动子场体积测定法在颞叶癫痫(TLE)中是理想的,但尚未确定其实用性。使用高分辨率T2加权MR成像技术对海马亚域(ASHS)进行自动分割和使用Free版本的新版FreeSurfer软件(6.0版),是本次研究的候选对象。这项研究的目的是使用ASHS以及FreeSurfer的新旧版本评估TLE患者的海马亚区。材料和方法我们招募了50例连续的单侧TLE患者,包括25例海马硬化(TLE-HS)和25例无明显病因(TLE-nonHS)。所有患者和45名健康对照者均接受了高分辨率的T2加权和3D体积T1加权MRI扫描。我们通过FreeSurfer 5.3版,6.0版和ASHS分析了他们的所有MR图像。对于每个子字段,计算归一化的z得分,并在各组之间进行比较。结果在TLE-HS组中,ASHS和FreeSurfer 6.0版在同侧角膜羊膜(CA)1,CA4和齿状回(DG)中显示了最大的z得分,而在FreeSurfer 5.3版中,同侧亚支的最大z得分。在TLE-nonHS组中,ASHS或FreeSurfer均没有明显减少体积。结论与FreeSurfer的旧版本(5.3版)相比,ASHS和新版本的FreeSurfer在与HS的TLE患者的现有组织病理学知识兼容方面可能具有优势,尽管需要对病理结果和/或手术结果进行进一步调查。强调 ?颞叶癫痫(TLE)需要自动化的海马亚域分析。 ?自动分割海马子域(ASHS)和FreeSurfer可用。 ?分析了50例TLE患者(25例海马硬化(HS))。 ? ASHS和FreeSurfer的新版本可能在兼容性方面具有优势。 ?高分辨率的T2加权图像可能有助于更好地自动分割TLE。

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