Neuroimaging of Epilepsy Laboratory, McConnell Brain Imaging Centre, Montreal Neurological Institute and Hospital, McGill University, Montreal, QC, Canada.
Neuroimaging of Epilepsy Laboratory, McConnell Brain Imaging Centre, Montreal Neurological Institute and Hospital, McGill University, Montreal, QC, Canada; Freiburg Medical Center, Department of Neurosurgery, University of Freiburg, Freiburg, Germany.
Neuroimage Clin. 2024;43:103658. doi: 10.1016/j.nicl.2024.103658. Epub 2024 Aug 20.
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.
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.
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).
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.
在耐药性颞叶癫痫(TLE)中,手术应在多大程度上针对形态异常以实现无癫痫发作尚不确定。在这里,我们评估了结构脑损伤与手术之间的相互作用,以确定与手术结果相关的特定区域预测因子。
我们对 55 例接受选择性杏仁核-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对照者进行了术前和术后 3D T1 加权 MRI 检查。我们测量了中颞叶结构(海马体、杏仁核、内嗅皮层和梨状皮层)、新皮层和丘脑的基于表面的形态改变,这些结构的测量分别在术前和术后 MRI 上进行。使用精确配准,我们在每个患者中都将手术腔映射到手术前获得的 MRI 上,从而量化了切除的病变组织量;这些特征与术前形态学数据一起作为术后结果预测的监督分类算法的输入。
在术前 MRI 上,无癫痫发作(TLE-SF)的患者表现为同侧杏仁核和海马体严重萎缩,而有癫痫发作(TLE-NSF)的患者则表现为杏仁核肥大。根据手术方式对患者进行分层,术后 MRI 显示中颞叶和丘脑的变化模式相似,但 ATL 后影响顶颞枕叶区和 SAH 后影响额叶的皮质变薄模式不同。无论手术方式如何,术前 MRI 上的海马体萎缩及其切除程度都是 89%患者(通过验证选择 100%)无癫痫发作的最具预测性特征。
我们的研究表明,MRI 衍生的海马形态异常切除程度对癫痫发作结果具有关键作用。中颞叶的精确术前定量为个体化手术提供了非侵入性的预后。