Exploring Cortical and Hippocampal Changes in Temporal Lobe Epilepsy Using Automated MRI Segmentation Techniques.

IF 2.1 4区 医学 Q2 MEDICINE, GENERAL & INTERNAL International Journal of General Medicine Pub Date : 2024-12-10 eCollection Date: 2024-01-01 DOI:10.2147/IJGM.S484443
Yanling Zhang, Jian Li, Linhua Wu, Mingxing Sun, Shan Liu, Bo Tian, Lei Luo, Bing Chen
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Abstract

Background: To investigate the applicability of MR-based automated segmentation techniques in evaluating cortical and hippocampal changes in adults with temporal lobe epilepsy (TLE), specifically emphasizing the affected hemisphere.

Methods: A retrospective analysis involved 48 cases diagnosed with TLE based on clinical and EEG criteria. The cohort comprised 30 patients with hippocampal sclerosis (HS) and 18 with nonlesional temporal lobe epilepsy (TLE-NL) on MR. 30 healthy volunteers constituted the control group. FreeSurfer software facilitated the segmentation of cortical regions and hippocampal subfields, generating numerical values for cortical thickness and hippocampal subfield volumes on the left hemisphere. Independent sample Wilcoxon rank-sum tests enabled pairwise comparisons of cortical thickness and hippocampal subfield volumes between the control, TLE-NL, and HS groups.

Results: Significant differences emerged in hippocampal total volume and volumes of the head, body, and tail regions between the control and HS groups and the TLE-NL and HS groups. Cortical thickness of 6 regions exhibited statistical differences between the control and TLE-NL groups, while 15 regions showed distinctions between the control and HS groups. 2 regions displayed variations in cortical thickness between the TLE-NL and HS groups.

Conclusion: MRI-based automated segmentation techniques provide valuable insights into cortical and hippocampal structural variations in distinct TLE subtypes. This methodology effectively delineates changes in cortical regions and hippocampal subfields, augmenting clinical comprehension of TLE progression.

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利用自动磁共振成像分割技术探索颞叶癫痫的皮质和海马体变化
背景:研究基于磁共振的自动分割技术在评估颞叶癫痫(TLE)成人患者皮质和海马变化中的适用性,特别强调受影响的半球:根据临床和脑电图标准诊断为颞叶癫痫的 48 例患者接受了回顾性分析。这组病例包括30名海马硬化症(HS)患者和18名MR检查显示为非节段性颞叶癫痫(TLE-NL)患者。对照组为 30 名健康志愿者。FreeSurfer 软件可帮助分割皮质区域和海马亚区,生成左半球皮质厚度和海马亚区体积的数值。通过独立样本 Wilcoxon 秩和检验,可对对照组、TLE-NL 组和 HS 组的皮层厚度和海马亚区体积进行配对比较:结果:对照组和 HS 组之间以及 TLE-NL 组和 HS 组之间的海马总体积以及头部、身体和尾部区域的体积存在显著差异。对照组和 TLE-NL 组之间有 6 个区域的皮质厚度存在统计学差异,而对照组和 HS 组之间则有 15 个区域存在差异。2个区域的皮质厚度在TLE-NL组和HS组之间存在差异:结论:基于核磁共振成像的自动分割技术为了解不同TLE亚型的皮质和海马结构变化提供了宝贵的视角。这种方法能有效地描述皮质区域和海马亚区的变化,有助于临床理解TLE的进展。
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来源期刊
International Journal of General Medicine
International Journal of General Medicine Medicine-General Medicine
自引率
0.00%
发文量
1113
审稿时长
16 weeks
期刊介绍: The International Journal of General Medicine is an international, peer-reviewed, open access journal that focuses on general and internal medicine, pathogenesis, epidemiology, diagnosis, monitoring and treatment protocols. The journal is characterized by the rapid reporting of reviews, original research and clinical studies across all disease areas. A key focus of the journal is the elucidation of disease processes and management protocols resulting in improved outcomes for the patient. Patient perspectives such as satisfaction, quality of life, health literacy and communication and their role in developing new healthcare programs and optimizing clinical outcomes are major areas of interest for the journal. As of 1st April 2019, the International Journal of General Medicine will no longer consider meta-analyses for publication.
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