Region-specific MRI predictors of surgical outcome in temporal lobe epilepsy

IF 3.4 2区 医学 Q2 NEUROIMAGING
Fatemeh Fadaie , Benoit Caldairou , Ravnoor S. Gill , Niels A. Foit , Jeffery A. Hall , Boris C. Bernhardt , Neda Bernasconi , Andrea Bernasconi
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引用次数: 0

Abstract

Objective

In drug-resistant temporal lobe epilepsy (TLE), it is not well-established in how far surgery should target morphological anomalies to achieve seizure freedom. Here, we assessed interactions between structural brain compromise and surgery to identify region-specific predictors of seizure outcome.

Methods

We obtained pre- and post-operative 3D T1-weighted MRI in 55 TLE patients who underwent selective amygdalo-hippocampectomy (SAH) or anterior temporal lobectomy (ATL) and 40 age and sex-matched healthy subjects. We measured surface-based morphological alterations of the mesiotemporal lobe structures (hippocampus, amygdala, entorhinal and piriform cortices), the neocortex and the thalamus on both pre- and post-operative MRI. Using precise co-registration, in each patient we mapped the surgical cavity onto the MRI acquired before surgery, thereby quantifying the amount of pathological tissue resected; these features, together with the preoperative morphometric data, served as input to a supervised classification algorithm for postsurgical outcome prediction.

Results

On pre-operative MRI, patients who became seizure-free (TLE-SF) presented with severe ipsilateral amygdalar and hippocampal atrophy, while not seizure-free patients (TLE-NSF) displayed amygdalar hypertrophy. Stratifying patients based on the surgical approach, post-operative MRI showed similar patterns of mesiotemporal and thalamic changes, but divergent neocortical thinning affecting the parieto-temporo-occipital regions following ATL and the frontal lobes after SAH. Irrespective of the surgical approach, hippocampal atrophy on pre-operative MRI and its extent of resection were the most predictive features of seizure-freedom in 89% of patients (selected 100% across validations).

Significance

Our study indicates a critical role of the extent of resection of MRI-derived hippocampal morphological anomalies on seizure outcome. Precise pre-operative quantification of the mesiotemporal lobe provides non-invasive prognostics for individualized surgery.

颞叶癫痫手术效果的特定区域磁共振成像预测指标
目的在耐药性颞叶癫痫(TLE)中,手术应在多大程度上以形态异常为目标才能实现癫痫发作自由,目前尚未得到充分证实。在此,我们评估了脑结构损伤与手术之间的相互作用,以确定癫痫发作结果的特异性区域预测因素。方法我们对 55 名接受选择性杏仁核-海马切除术(SAH)或前颞叶切除术(ATL)的 TLE 患者和 40 名年龄和性别匹配的健康受试者进行了术前和术后三维 T1 加权 MRI 检查。我们通过术前和术后核磁共振成像测量了中颞叶结构(海马、杏仁核、内侧皮质和梨状皮质)、新皮质和丘脑的表面形态学改变。通过精确的共聚焦技术,我们将每位患者的手术腔映射到术前获得的核磁共振成像上,从而量化切除的病理组织量;这些特征与术前形态计量数据一起作为术后结果预测监督分类算法的输入。结果在术前磁共振成像中,无癫痫发作的患者(TLE-SF)表现为同侧杏仁核和海马严重萎缩,而无癫痫发作的患者(TLE-NSF)则表现为杏仁核肥大。根据手术方法对患者进行分层,术后磁共振成像显示中颞和丘脑的变化模式相似,但新皮质变薄的情况各不相同,ATL术后影响顶颞枕区,SAH术后影响额叶。无论采用哪种手术方法,术前磁共振成像显示的海马萎缩及其切除范围都是89%的患者(在所有验证中100%被选中)无癫痫发作的最具预测性的特征。术前对中颞叶的精确量化为个体化手术提供了无创预后。
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来源期刊
Neuroimage-Clinical
Neuroimage-Clinical NEUROIMAGING-
CiteScore
7.50
自引率
4.80%
发文量
368
审稿时长
52 days
期刊介绍: NeuroImage: Clinical, a journal of diseases, disorders and syndromes involving the Nervous System, provides a vehicle for communicating important advances in the study of abnormal structure-function relationships of the human nervous system based on imaging. The focus of NeuroImage: Clinical is on defining changes to the brain associated with primary neurologic and psychiatric diseases and disorders of the nervous system as well as behavioral syndromes and developmental conditions. The main criterion for judging papers is the extent of scientific advancement in the understanding of the pathophysiologic mechanisms of diseases and disorders, in identification of functional models that link clinical signs and symptoms with brain function and in the creation of image based tools applicable to a broad range of clinical needs including diagnosis, monitoring and tracking of illness, predicting therapeutic response and development of new treatments. Papers dealing with structure and function in animal models will also be considered if they reveal mechanisms that can be readily translated to human conditions.
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