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颞叶癫痫患者脑血流模式与灰质和白质结构的相关性。

Associations of Cerebral Blood Flow Patterns With Gray and White Matter Structure in Patients With Temporal Lobe Epilepsy.

机构信息

From the Department of Neurology and Neurosurgery (A.N., J.R., R.R.-C., K.X., J.D., H.A., S.T., J.L., A.B., N.B., B.F., B.C.B.), Montreal Neurological Institute and Hospital, McGill University, Montreal, Québec; Department of Pediatrics (D.V.S.), University of British Columbia, Vancouver; Department of Pediatric Surgery (R.W.R.D.), Montreal Children's Hospital, McGill University, Montreal, Québec, Canada; and Center for Brain Circuit Therapeutics (S.L.), Brigham and Women's Hospital, Harvard Medical School, Boston, MA.

出版信息

Neurology. 2024 Aug 13;103(3):e209528. doi: 10.1212/WNL.0000000000209528. Epub 2024 Jul 15.

DOI:10.1212/WNL.0000000000209528
PMID:39008785
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11314957/
Abstract

BACKGROUND AND OBJECTIVES

Neuroimaging studies in patients with temporal lobe epilepsy (TLE) show widespread brain network alterations beyond the mesiotemporal lobe. Despite the critical role of the cerebrovascular system in maintaining whole-brain structure and function, changes in cerebral blood flow (CBF) remain incompletely understood in the disease. Here, we studied whole-brain perfusion and vascular network alterations in TLE and assessed its associations with gray and white matter compromises and various clinical variables.

METHODS

We included individuals with and without pharmaco-resistant TLE who underwent multimodal 3T MRI, including arterial spin labelling, structural, and diffusion-weighted imaging. Using surface-based MRI mapping, we generated individualized cortico-subcortical profiles of perfusion, morphology, and microstructure. Linear models compared regional CBF in patients with controls and related alterations to morphological and microstructural metrics. We further probed interregional vascular networks in TLE, using graph theoretical CBF covariance analysis. The effects of disease duration were explored to better understand the progressive changes in perfusion. We assessed the utility of perfusion in separating patients with TLE from controls using supervised machine learning.

RESULTS

Compared with control participants (n = 38; mean ± SD age 34.8 ± 9.3 years; 20 females), patients with TLE (n = 24; mean ± SD age 35.8 ± 10.6 years; 12 females) showed widespread CBF reductions predominantly in fronto-temporal regions (Cohen -0.69, 95% CI -1.21 to -0.16), consistent in a subgroup of patients who remained seizure-free after surgical resection of the seizure focus. Parallel structural profiling and network-based models showed that cerebral hypoperfusion may be partially constrained by gray and white matter changes (8.11% reduction in Cohen ) and topologically segregated from whole-brain perfusion networks (area under the curve -0.17, < 0.05). Negative effects of progressive disease duration further targeted regional CBF profiles in patients ( = -0.54, 95% CI -0.77 to -0.16). Perfusion-derived classifiers discriminated patients from controls with high accuracy (71% [70%-82%]). Findings were robust when controlling for several methodological confounds.

DISCUSSION

Our multimodal findings provide insights into vascular contributions to TLE pathophysiology affecting and extending beyond mesiotemporal structures and highlight their clinical potential in epilepsy diagnosis. As our work was cross-sectional and based on a single site, it motivates future longitudinal studies to confirm progressive effects, ideally in a multicentric setting.

摘要

背景与目的

在颞叶癫痫(TLE)患者的神经影像学研究中,除了内侧颞叶之外,还显示出广泛的脑网络改变。尽管脑血管系统在维持全脑结构和功能方面起着关键作用,但在这种疾病中,脑血流(CBF)的变化仍不完全了解。在这里,我们研究了 TLE 中的全脑灌注和血管网络改变,并评估了其与灰质和白质损伤以及各种临床变量的关联。

方法

我们纳入了有和无药物难治性 TLE 的个体,他们接受了多模态 3T MRI,包括动脉自旋标记、结构和弥散加权成像。使用基于表面的 MRI 映射,我们生成了个体的皮质下皮质下灌注、形态和微观结构的个体化轮廓。线性模型比较了患者与对照组的局部 CBF,并将改变与形态学和微观结构指标相关联。我们进一步使用图论 CBF 协方差分析研究了 TLE 中的区域性血管网络。探索了疾病持续时间的影响,以更好地了解灌注的进行性变化。我们使用监督机器学习来评估灌注在将 TLE 患者与对照组区分开来的能力。

结果

与对照组参与者(n = 38;平均年龄 ± 标准差 34.8 ± 9.3 岁;20 名女性)相比,TLE 患者(n = 24;平均年龄 ± 标准差 35.8 ± 10.6 岁;12 名女性)显示出广泛的 CBF 减少,主要在前额颞叶区域(Cohen -0.69,95%置信区间-1.21 至-0.16),在手术切除癫痫灶后仍保持无癫痫发作的患者亚组中一致。平行的结构分析和基于网络的模型表明,脑灌注不足可能部分受到灰质和白质变化的限制(Cohen 减少 8.11%),并且与全脑灌注网络分离(曲线下面积 -0.17,<0.05)。疾病持续时间的负面影响进一步针对患者的局部 CBF 谱( = -0.54,95%置信区间-0.77 至-0.16)。基于灌注的分类器以高准确度(71%[70%-82%])将患者与对照组区分开来。在控制了几个方法学混杂因素后,发现结果仍然稳健。

讨论

我们的多模态研究结果提供了关于血管对 TLE 病理生理学的影响的见解,这些影响不仅影响内侧颞叶结构,还影响并扩展到这些结构之外,并突出了它们在癫痫诊断中的临床潜力。由于我们的工作是横断面的,并且基于单个站点,因此它鼓励未来的纵向研究来确认进展性影响,理想情况下是在多中心环境中进行。

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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/12a5/11314957/770bb976fc8b/WNL-2023-006603f6.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/12a5/11314957/d723f4ca8172/WNL-2023-006603f1.jpg
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