Unveiling epileptogenic lesions: The contribution of image processing

Magnetic resonance imaging (MRI) is a pivotal component in the investigation of patients with any form of epilepsy because of its unmatched ability in visualizing structural brain pathology. The MRI signature of newly diagnosed epilepsy is not yet fully defined, mainly because of the lack of a cohesive methodology to evaluate structural changes in the early stages of the disease. By revealing subtle lesions that previously eluded visual inspection in patients with drug‐resistant epilepsy, quantitative computer‐assisted image analysis has clearly demonstrated increased sensitivity and diagnostic accuracy compared to conventional techniques. Therefore, the application of image processing methods in patients with newly diagnosed epilepsy promises to reduce the trial–error period in potential surgical candidates, provide solid biomarkers for monitoring the disease and identifying treatment responders. A clearer understanding of brain pathology at the early stages of the disorder will help clinicians to develop better criteria for identifying patients who are at risk of secondary brain damage and for timely intervention that achieves seizure control.

[1]  Itzhak Fried,et al.  Assessment and surgical outcomes for mild type I and severe type II cortical dysplasia: A critical review and the UCLA experience , 2009, Epilepsia.

[2]  John S. Duncan,et al.  Imaging the neocortex in epilepsy with double inversion recovery imaging , 2006, NeuroImage.

[3]  R K Fulbright,et al.  Cerebrospinal fluid cleft with cortical dimple: MR imaging marker for focal cortical dysgenesis. , 2000, Radiology.

[4]  A. Palmini,et al.  Terminology and classification of the cortical dysplasias , 2004, Neurology.

[5]  G J Barker,et al.  Whole-brain T2 mapping demonstrates occult abnormalities in focal epilepsy , 2005, Neurology.

[6]  Horst Urbach,et al.  Characteristics and surgical outcomes of patients with refractory magnetic resonance imaging-negative epilepsies. , 2009, Archives of neurology.

[7]  P. Chauvel,et al.  Epileptogenicity of brain structures in human temporal lobe epilepsy: a quantified study from intracerebral EEG. , 2008, Brain : a journal of neurology.

[8]  Marko Wilke,et al.  Voxel-based morphometry in the detection of dysplasia and neoplasia in childhood epilepsy: Combined grey/white matter analysis augments detection , 2007, Epilepsy Research.

[9]  P. Kwan,et al.  Early identification of refractory epilepsy. , 2000, The New England journal of medicine.

[10]  Neda Bernasconi,et al.  T2 Relaxometry Can Lateralize Mesial Temporal Lobe Epilepsy in Patients with Normal MRI , 2000, NeuroImage.

[11]  L. Wald,et al.  32‐channel 3 Tesla receive‐only phased‐array head coil with soccer‐ball element geometry , 2006, Magnetic resonance in medicine.

[12]  Neda Bernasconi,et al.  In Vivo Profiling of Focal Cortical Dysplasia on High‐resolution MRI with Computational Models , 2006, Epilepsia.

[13]  D. Louis Collins,et al.  Whole-brain voxel-based statistical analysis of gray matter and white matter in temporal lobe epilepsy , 2004, NeuroImage.

[14]  Neda Bernasconi,et al.  Individual voxel-based analysis of gray matter in focal cortical dysplasia , 2006, NeuroImage.

[15]  Shlomo Shinnar,et al.  How long does it take for epilepsy to become intractable? A prospective investigation , 2006, Annals of neurology.

[16]  Silke Lux,et al.  Chronic epilepsy and cognition: A longitudinal study in temporal lobe epilepsy , 2003, Annals of neurology.

[17]  C. Elger,et al.  Standard magnetic resonance imaging is inadequate for patients with refractory focal epilepsy , 2002, Journal of neurology, neurosurgery, and psychiatry.

[18]  P. G. Larsson,et al.  3T phased array MRI improves the presurgical evaluation in focal epilepsies , 2005, Neurology.

[19]  Neda Bernasconi,et al.  Cortical thickness analysis in temporal lobe epilepsy , 2010, Neurology.

[20]  P. Gloor,et al.  MRI volumetric measurement of amygdala and hippocampus in temporal lobe epilepsy , 1993, Neurology.

[21]  Rebecca S. N. Liu,et al.  The structural consequences of newly diagnosed seizures , 2002, Annals of neurology.

[22]  Jan Kassubek,et al.  Detection and Localization of Focal Cortical Dysplasia by Voxel‐based 3‐D MRI Analysis , 2002, Epilepsia.

[23]  Neda Bernasconi,et al.  Quantitative analysis of temporal lobe white matter T2 relaxation time in temporal lobe epilepsy , 2004, NeuroImage.

[24]  Andreas Schulze-Bonhage,et al.  Enhanced visualization of blurred gray–white matter junctions in focal cortical dysplasia by voxel-based 3D MRI analysis , 2005, Epilepsy Research.

[25]  John S Duncan,et al.  Voxel‐based analysis of whole brain FLAIR at 3T detects focal cortical dysplasia , 2008, Epilepsia.

[26]  Samuel Wiebe,et al.  Sudden unexpected death in epilepsy: Evidence-based analysis of incidence and risk factors , 2005, Epilepsy Research.

[27]  A. Connelly,et al.  Longitudinal Quantitative Hippocampal Magnetic Resonance Imaging Study of Adults with Newly Diagnosed Partial Seizures: One‐Year Follow‐Up Results , 1998, Epilepsia.

[28]  C R Jack,et al.  Magnetic resonance imaging–based volume studies in temporal lobe epilepsy: Pathological correlations , 1991, Annals of neurology.

[29]  J. Gómez-Alonso TEMPORAL LOBE EPILEPSY IS A PROGRESSIVE NEUROLOGIC DISORDER: TIME MEANS NEURONS! , 2010, Neurology.

[30]  L. Martinian,et al.  Quantitative grey matter histological measures do not correlate with grey matter probability values from in vivo MRI in the temporal lobe , 2009, Journal of Neuroscience Methods.

[31]  D. Louis Collins,et al.  Computational Models of MRI Characteristics of Focal Cortical Dysplasia Improve Lesion Detection , 2002, NeuroImage.

[32]  A Connelly,et al.  Detection of hippocampal pathology in intractable partial epilepsy , 1993, Neurology.

[33]  G J Barker,et al.  Magnetization transfer imaging in focal epilepsy , 2003, Neurology.

[34]  Neda Bernasconi,et al.  Surface-Based Vector Analysis Using Heat Equation Interpolation: A New Approach to Quantify Local Hippocampal Volume Changes , 2008, MICCAI.

[35]  F Cendes,et al.  MRI reveals structural abnormalities in patients with idiopathic generalized epilepsy , 2006, Neurology.

[36]  G. B. Pike,et al.  Texture analysis and morphological processing of magnetic resonance imaging assist detection of focal cortical dysplasia in extra‐temporal partial epilepsy , 2001, Annals of neurology.

[37]  Patrick Dupont,et al.  Feature-based statistical analysis of structural MR data for automatic detection of focal cortical dysplastic lesions , 2005, NeuroImage.

[38]  Andrea Bernasconi,et al.  Small focal cortical dysplasia lesions are located at the bottom of a deep sulcus. , 2008, Brain : a journal of neurology.

[39]  R. Hogan,et al.  Hippocampal deformation mapping in MRI negative PET positive temporal lobe epilepsy , 2007, Journal of Neurology, Neurosurgery, and Psychiatry.

[40]  Alan C. Evans,et al.  Longitudinal and cross-sectional analysis of atrophy in pharmacoresistant temporal lobe epilepsy , 2009, Neurology.

[41]  A Schulze-Bonhage,et al.  Automated detection of gray matter malformations using optimized voxel-based morphometry: a systematic approach , 2003, NeuroImage.

[42]  Samantha L. Free,et al.  Quantitative MRI detects abnormalities in relatives of patients with epilepsy and malformations of cortical development , 2003, NeuroImage.

[43]  Boris C. Bernhardt,et al.  Mapping limbic network organization in temporal lobe epilepsy using morphometric correlations: Insights on the relation between mesiotemporal connectivity and cortical atrophy , 2008, NeuroImage.

[44]  F Andermann,et al.  Entorhinal cortex atrophy in epilepsy patients exhibiting normal hippocampal volumes , 2001, Neurology.

[45]  E. Larsson,et al.  Pre-surgical epilepsy evaluation using 3T MRI. Do surface coils provide additional information? , 2008, Epileptic disorders : international epilepsy journal with videotape.

[46]  C R Jack,et al.  Temporal lobe seizures: lateralization with MR volume measurements of the hippocampal formation. , 1990, Radiology.

[47]  Li Min Li,et al.  Voxel‐based Morphometry Reveals Excess Gray Matter Concentration in Patients with Focal Cortical Dysplasia , 2006, Epilepsia.

[48]  M. Wilke,et al.  Voxel-based morphometry in the detection of dysplasia and neoplasia in childhood epilepsy: Limitations of grey matter analysis , 2009, Journal of Clinical Neuroscience.