Voxel-based morphometry and epilepsy

Voxel-based morphometry is an automated technique for MRI analyses, developed to study differences in brain morphology and frequently used to study patients with diverse disorders. In epilepsy, it has been used to investigate areas with reduction or increase of gray and white matter, in different syndromes (i.e., temporal lobe epilepsy, focal cortical dysplasia and generalized epilepsies). In temporal lobe epilepsy, voxel-based morphometry showed gray/white matter atrophy extending beyond the atrophic hippocampus. These widespread abnormalities have been associated with seizure frequency, epilepsy duration, incidence of precipitating factors, cognitive dysfunction and surgical outcome. In generalized epilepsies, gray matter abnormalities were identified mainly in the thalamus and frontal cortex, reinforcing the role of the thalamocortical network in the mechanisms of generalized seizures.

[1]  P Evrard,et al.  A classification scheme for malformations of cortical development. , 1996, Neuropediatrics.

[2]  Chris Rorden,et al.  Does Resection of the Medial Temporal Lobe Improve the Outcome of Temporal Lobe Epilepsy Surgery? , 2007, Epilepsia.

[3]  K. Nichols False Discovery Rate procedures , 2007 .

[4]  Kuncheng Li,et al.  Whole-brain voxel-based morphometry of white matter in medial temporal lobe epilepsy. , 2008, European journal of radiology.

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

[6]  F. Cendes,et al.  Distribution of regional gray matter abnormalities in a pediatric population with temporal lobe epilepsy and correlation with neuropsychological performance , 2007, Epilepsy & Behavior.

[7]  John S. Duncan,et al.  Correlation of cognitive functions with voxel-based morphometry in patients with hippocampal sclerosis , 2008, Epilepsy & Behavior.

[8]  J. Cervós-Navarro,et al.  Neuropathology of primary generalized epilepsies with awakening grand mal. , 1981, Acta neuropathologica. Supplementum.

[9]  Chris Rorden,et al.  Voxel-based morphometry of the thalamus in patients with refractory medial temporal lobe epilepsy , 2005, NeuroImage.

[10]  Chris Rorden,et al.  Extrahippocampal gray matter atrophy and memory impairment in patients with medial temporal lobe epilepsy , 2007, Human brain mapping.

[11]  N. Roberts,et al.  Voxel‐based morphometry of temporal lobe epilepsy: An introduction and review of the literature , 2008, Epilepsia.

[12]  Karl J. Friston,et al.  Statistical parametric mapping , 2013 .

[13]  Gabriela Castellano,et al.  Dynamic changes in white and gray matter volume are associated with outcome of surgical treatment in temporal lobe epilepsy , 2010, NeuroImage.

[14]  H. Meencke Pathological findings in childhood absence epilepsy , 1995 .

[15]  J. Ashburner,et al.  Voxel-by-Voxel Comparison of Automatically Segmented Cerebral Gray Matter—A Rater-Independent Comparison of Structural MRI in Patients with Epilepsy , 1999, NeuroImage.

[16]  Chris Rorden,et al.  Memory and language impairments and their relationships to hippocampal and perirhinal cortex damage in patients with medial temporal lobe epilepsy , 2006, Epilepsy & Behavior.

[17]  A. Cerasa,et al.  Hippocampal and thalamic atrophy in mild temporal lobe epilepsy , 2008, Neurology.

[18]  Horst Urbach,et al.  Volume determination of amygdala and hippocampus at 1.5 and 3.0T MRI in temporal lobe epilepsy , 2008, Epilepsy Research.

[19]  Graeme D. Jackson,et al.  Multi-site voxel-based morphometry: Methods and a feasibility demonstration with childhood absence epilepsy , 2008, NeuroImage.

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

[21]  Leonardo Bonilha,et al.  NETWORK ATROPHY IN TEMPORAL LOBE EPILEPSY: A VOXEL-BASED MORPHOMETRY STUDY , 2009, Neurology.

[22]  Fernando Cendes,et al.  Correlation between quantitative EEG and MRI in idiopathic generalized epilepsy , 2010, Human brain mapping.

[23]  C. Büchel,et al.  White matter asymmetry in the human brain: a diffusion tensor MRI study. , 2004, Cerebral cortex.

[24]  Jong-Min Lee,et al.  Structural Brain Abnormalities in Juvenile Myoclonic Epilepsy Patients: Volumetry and Voxel-Based Morphometry , 2006, Korean journal of radiology.

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

[26]  Selim R Benbadis,et al.  Practical Management Issues for Idiopathic Generalized Epilepsies , 2005, Epilepsia.

[27]  Neil Roberts,et al.  Voxel-Based Morphometric Comparison of Hippocampal and Extrahippocampal Abnormalities in Patients with Left and Right Hippocampal Atrophy , 2002, NeuroImage.

[28]  U. Wieshmann,et al.  Eugene Jamot (1879–1937) , 2002, Journal of neurology, neurosurgery, and psychiatry.

[29]  Karl J. Friston,et al.  Voxel-Based Morphometry—The Methods , 2000, NeuroImage.

[30]  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.

[31]  A. Jackowski,et al.  Voxel-based morphometry evaluation of patients with photosensitive juvenile myoclonic epilepsy , 2009, Epilepsy Research.

[32]  D. Janz,et al.  Neuropathological Findings in Primary Generalized Epilepsy: A Study of Eight Cases , 1984, Epilepsia.

[33]  Karl J. Friston,et al.  Automatic Differentiation of Anatomical Patterns in the Human Brain: Validation with Studies of Degenerative Dementias , 2002, NeuroImage.

[34]  Pablo A. Rio,et al.  Voxel-based morphometry reveals gray matter network atrophy in refractory medial temporal lobe epilepsy. , 2004, Archives of neurology.

[35]  Neil Roberts,et al.  Quantitative MRI of the prefrontal cortex and executive function in patients with temporal lobe epilepsy , 2009, Epilepsy & Behavior.

[36]  O. Gruber,et al.  Evaluation of cognition, structural, and functional MRI in juvenile myoclonic epilepsy , 2009, Epilepsia.

[37]  Derek K. Jones,et al.  The effect of filter size on VBM analyses of DT-MRI data , 2005, NeuroImage.

[38]  Gaby S Pell,et al.  Thalamic Atrophy in Childhood Absence Epilepsy , 2006, Epilepsia.

[39]  Sun I. Kim,et al.  Regional grey matter abnormalities in juvenile myoclonic epilepsy: A voxel-based morphometry study , 2007, NeuroImage.

[40]  C. Yasuda,et al.  Relationship between environmental factors and gray matter atrophy in refractory MTLE , 2010, Neurology.

[41]  F Cendes,et al.  Seizure frequency and lateralization affect progression of atrophy in temporal lobe epilepsy , 2009, Neurology.

[42]  Karl J. Friston,et al.  Why Voxel-Based Morphometry Should Be Used , 2001, NeuroImage.

[43]  J. Gotman,et al.  fMRI activation during spike and wave discharges in idiopathic generalized epilepsy. , 2004, Brain : a journal of neurology.

[44]  I. Scheffer,et al.  Navigating the channels and beyond: unravelling the genetics of the epilepsies , 2008, The Lancet Neurology.

[45]  Alan Connelly,et al.  Extra-hippocampal grey matter density abnormalities in paediatric mesial temporal sclerosis , 2005, NeuroImage.

[46]  John S Duncan,et al.  Reduction of frontal neocortical grey matter associated with affective aggression in patients with temporal lobe epilepsy: an objective voxel by voxel analysis of automatically segmented MRI , 2000, Journal of neurology, neurosurgery, and psychiatry.

[47]  M. Weiner,et al.  Voxel‐based Optimized Morphometry (VBM) of Gray and White Matter in Temporal Lobe Epilepsy (TLE) with and without Mesial Temporal Sclerosis , 2006, Epilepsia.

[48]  U. Wieshmann,et al.  Persistent seizures following left temporal lobe surgery are associated with posterior and bilateral structural and functional brain abnormalities , 2007, Epilepsy Research.

[49]  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.

[50]  J J Halford,et al.  Asymmetrical extra-hippocampal grey matter loss related to hippocampal atrophy in patients with medial temporal lobe epilepsy , 2006, Journal of Neurology, Neurosurgery & Psychiatry.

[51]  F. H. Lopes da Silva,et al.  Evolving concepts on the pathophysiology of absence seizures: the cortical focus theory. , 2005, Archives of neurology.

[52]  Thomas E. Nichols,et al.  Thresholding of Statistical Maps in Functional Neuroimaging Using the False Discovery Rate , 2002, NeuroImage.

[53]  Chris Rorden,et al.  Spatial Normalization of Brain Images with Focal Lesions Using Cost Function Masking , 2001, NeuroImage.

[54]  D. Janz Epilepsy with grand mal on awakening and sleep-waking cycle , 2000, Clinical Neurophysiology.

[55]  Li Min Li,et al.  Voxel-based morphometry in patients with idiopathic generalized epilepsies , 2006, NeuroImage.

[56]  U. C. Wieshmann,et al.  Comparison of standard and optimized voxel-based morphometry for analysis of brain changes associated with temporal lobe epilepsy , 2004, NeuroImage.

[57]  M. Symms,et al.  Cortical neuronal loss and hippocampal sclerosis are not detected by voxel‐based morphometry in individual epilepsy surgery patients , 2009, Human brain mapping.

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

[59]  A. Cerasa,et al.  Voxel‐based morphometry of sporadic epileptic patients with mesiotemporal sclerosis , 2010, Epilepsia.

[60]  Li Min Li,et al.  Gray matter atrophy associated with duration of temporal lobe epilepsy , 2006, NeuroImage.

[61]  Ludger Tebartz van Elst,et al.  Absence of cortical gray matter abnormalities in psychosis of epilepsy: a voxel-based MRI study in patients with temporal lobe epilepsy. , 2004, The Journal of neuropsychiatry and clinical neurosciences.

[62]  John Ashburner,et al.  Computational anatomy with the SPM software. , 2009, Magnetic resonance imaging.

[63]  B. Hermann,et al.  Neuropsychology and Temporal Lobe Epilepsy , 2002, CNS Spectrums.

[64]  Clifford R. Jack,et al.  Interpreting scan data acquired from multiple scanners: A study with Alzheimer's disease , 2008, NeuroImage.

[65]  M. Brázdil,et al.  An optimized voxel‐based morphometric study of gray matter changes in patients with left‐sided and right‐sided mesial temporal lobe epilepsy and hippocampal sclerosis (MTLE/HS) , 2010, Epilepsia.

[66]  Frederick Andermann,et al.  Intrinsic epileptogenicity of human dysplastic cortex as suggested by corticography and surgical results , 1995, Annals of neurology.

[67]  Mary E. Meyerand,et al.  Voxel-based morphometry of unilateral temporal lobe epilepsy reveals abnormalities in cerebral white matter , 2004, NeuroImage.

[68]  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.

[69]  R. Mattson,et al.  Proposal for revised classification of epilepsies and epileptic syndromes. Commission on Classification and Terminology of the International League Against Epilepsy. , 1989, Epilepsia.

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

[71]  Karl J. Friston,et al.  Spatial normalization of lesioned brains: Performance evaluation and impact on fMRI analyses , 2007, NeuroImage.

[72]  F. H. Lopes da Silva,et al.  Cortical Focus Drives Widespread Corticothalamic Networks during Spontaneous Absence Seizures in Rats , 2002, The Journal of Neuroscience.

[73]  Ivanka Savic,et al.  Structural changes in patients with primary generalized tonic and clonic seizures , 2006, Neurology.

[74]  Amy Kao,et al.  Idiopathic generalized epilepsies. , 1994, Handbook of clinical neurology.

[75]  Michal Mikl,et al.  Correlation study of optimized voxel‐based morphometry and 1H MRS in patients with mesial temporal lobe epilepsy and hippocampal sclerosis , 2009, Human brain mapping.

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

[77]  John Ashburner,et al.  A fast diffeomorphic image registration algorithm , 2007, NeuroImage.

[78]  I Savic,et al.  Increased thalamus levels of glutamate and glutamine (Glx) in patients with idiopathic generalised epilepsy , 2006, Journal of Neurology, Neurosurgery & Psychiatry.

[79]  Karl J. Friston,et al.  Distributional Assumptions in Voxel-Based Morphometry , 2002, NeuroImage.

[80]  Karl J. Friston,et al.  A Voxel-Based Morphometric Study of Ageing in 465 Normal Adult Human Brains , 2001, NeuroImage.

[81]  F. Woermann,et al.  Abnormal cerebral structure in juvenile myoclonic epilepsy demonstrated with voxel-based analysis of MRI. , 1999, Brain : a journal of neurology.

[82]  A J Barkovich,et al.  Focal transmantle dysplasia: A specific malformation of cortical development , 1997, Neurology.

[83]  S Mohammadi,et al.  Nerve fiber impairment of anterior thalamocortical circuitry in juvenile myoclonic epilepsy , 2008, Neurology.