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

被引:0
|
作者
Fadaie, Fatemeh [1 ]
Caldairou, Benoit [1 ]
Gill, Ravnoor S. [1 ]
Foit, Niels A. [1 ,2 ]
Hall, Jeffery A. [3 ]
Bernhardt, Boris C. [4 ]
Bernasconi, Neda [1 ]
Bernasconi, Andrea [1 ]
机构
[1] McGill Univ, Montreal Neurol Inst & Hosp, McConnell Brain Imaging Ctr, Neuroimaging Epilepsy Lab, Montreal, PQ, Canada
[2] Univ Freiburg, Freiburg Med Ctr, Dept Neurosurg, Freiburg, Germany
[3] McGill Univ, Montreal Neurol Inst & Hosp, Dept Neurol & Neurosurg, Montreal, PQ, Canada
[4] McGill Univ, Montreal Neurol Inst & Hosp, McConnell Brain Imaging Ctr, Multimodal Imaging & Connectome Anal Lab, Montreal, PQ, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
SURGERY; AMYGDALA; ATROPHY; DEAFFERENTATION; CLASSIFICATION; NORMALIZATION; RESECTION; CORTEX; EXTENT;
D O I
10.1016/j.nicl.2024.103658
中图分类号
R445 [影像诊断学];
学科分类号
100207 ;
摘要
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 preand 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 preand 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 preoperative quantification of the mesiotemporal lobe provides non-invasive prognostics for individualized surgery.
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页数:8
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