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Whole-brain MRI phenotyping in dysplasia-related frontal lobe epilepsy.
- Source :
-
Neurology [Neurology] 2016 Feb 16; Vol. 86 (7), pp. 643-50. Date of Electronic Publication: 2016 Jan 13. - Publication Year :
- 2016
-
Abstract
- Objective: To perform whole-brain morphometry in patients with frontal lobe epilepsy and evaluate the utility of group-level patterns for individualized diagnosis and prognosis.<br />Methods: We compared MRI-based cortical thickness and folding complexity between 2 frontal lobe epilepsy cohorts with histologically verified focal cortical dysplasia (FCD) (13 type I; 28 type II) and 41 closely matched controls. Pattern learning algorithms evaluated the utility of group-level findings to predict histologic FCD subtype, the side of the seizure focus, and postsurgical seizure outcome in single individuals.<br />Results: Relative to controls, FCD type I displayed multilobar cortical thinning that was most marked in ipsilateral frontal cortices. Conversely, type II showed thickening in temporal and postcentral cortices. Cortical folding also diverged, with increased complexity in prefrontal cortices in type I and decreases in type II. Group-level findings successfully guided automated FCD subtype classification (type I: 100%; type II: 96%), seizure focus lateralization (type I: 92%; type II: 86%), and outcome prediction (type I: 92%; type II: 82%).<br />Conclusion: FCD subtypes relate to diverse whole-brain structural phenotypes. While cortical thickening in type II may indicate delayed pruning, a thin cortex in type I likely results from combined effects of seizure excitotoxicity and the primary malformation. Group-level patterns have a high translational value in guiding individualized diagnostics.<br /> (© 2016 American Academy of Neurology.)
- Subjects :
- Adult
Brain physiopathology
Brain surgery
Cohort Studies
Epilepsy, Frontal Lobe classification
Epilepsy, Frontal Lobe physiopathology
Epilepsy, Frontal Lobe surgery
Female
Functional Laterality
Humans
Image Processing, Computer-Assisted
Machine Learning
Magnetic Resonance Imaging
Male
Malformations of Cortical Development classification
Malformations of Cortical Development physiopathology
Malformations of Cortical Development surgery
Organ Size
Phenotype
Brain pathology
Epilepsy, Frontal Lobe pathology
Malformations of Cortical Development pathology
Subjects
Details
- Language :
- English
- ISSN :
- 1526-632X
- Volume :
- 86
- Issue :
- 7
- Database :
- MEDLINE
- Journal :
- Neurology
- Publication Type :
- Academic Journal
- Accession number :
- 26764030
- Full Text :
- https://doi.org/10.1212/WNL.0000000000002374