White matter abnormalities across different epilepsy syndromes in adults: an ENIGMA Epilepsy study

The epilepsies are commonly accompanied by widespread abnormalities in cerebral white matter. ENIGMA-Epilepsy is a large quantitative brain imaging consortium, aggregating data to investigate patterns of neuroimaging abnormalities in common epilepsy syndromes, including temporal lobe epilepsy, extratemporal epilepsy, and genetic generalized epilepsy. Our goal was to rank the most robust white matter microstructural differences across and within syndromes in a multicentre sample of adult epilepsy patients. Diffusion-weighted MRI data were analyzed from 1,069 non-epileptic controls and 1,249 patients: temporal lobe epilepsy with hippocampal sclerosis (N=599), temporal lobe epilepsy with normal MRI (N=275), genetic generalized epilepsy (N=182) and nonlesional extratemporal epilepsy (N=193). A harmonized protocol using tract-based spatial statistics was used to derive skeletonized maps of fractional anisotropy and mean diffusivity for each participant, and fiber tracts were segmented using a diffusion MRI atlas. Data were harmonized to correct for scanner-specific variations in diffusion measures using a batch-effect correction tool (ComBat). Analyses of covariance, adjusting for age and sex, examined differences between each epilepsy syndrome and controls for each white matter tract (Bonferroni corrected at p<0.001). Across “all epilepsies” lower fractional anisotropy was observed in most fiber tracts with small to medium effect sizes, especially in the corpus callosum, cingulum and external capsule. Less robust effects were seen with mean diffusivity. Syndrome-specific fractional anisotropy and mean diffusivity differences were most pronounced in patients with hippocampal sclerosis in the ipsilateral parahippocampal cingulum and external capsule, with smaller effects across most other tracts. Those with temporal lobe epilepsy and normal MRI showed a similar pattern of greater ipsilateral than contralateral abnormalities, but less marked than those in patients with hippocampal sclerosis. Patients with generalized and extratemporal epilepsies had pronounced differences in fractional anisotropy in the corpus callosum, corona radiata and external capsule, and in mean diffusivity of the anterior corona radiata. Earlier age of seizure onset and longer disease duration were associated with a greater extent of microstructural abnormalities in patients with hippocampal sclerosis. We demonstrate microstructural abnormalities across major association, commissural, and projection fibers in a large multicentre study of epilepsy. Overall, epilepsy patients showed white matter abnormalities in the corpus callosum, cingulum and external capsule, with differing severity across epilepsy syndromes. These data further define the spectrum of white matter abnormalities in common epilepsy syndromes, yielding new insights into pathological substrates that may be used to guide future therapeutic and genetic studies.

Neda Bernasconi | Boris Bernhardt | Hamid Soltanian-Zadeh | Luis Concha | Mario Mascalchi | Andrea Bernasconi | Neda Jahanshad | Orrin Devinsky | Sjoerd B Vos | Bernd Weber | Eugenio Abela | Khalid Hamandi | Dennis Velakoulis | Renzo Guerrini | Antonio Gambardella | Maria Eugenia Caligiuri | Leonardo Bonilha | Peter N Taylor | Matteo Lenge | Benjamin Bender | Fernando Cendes | Andre Altmann | John S Duncan | Paul M Thompson | Pasquale Striano | Pascal Martin | Carrie R McDonald | Gavin P Winston | Raviteja Kotikalapudi | Benoit Caldairou | Benjamin Sinclair | Patrick Kwan | Sanjay M Sisodiya | Martin Domin | Ezequiel Gleichgerrcht | Angelo Labate | Felix Rosenow | Mark P Richardson | Patricia M Desmond | Raúl Rodríguez-Cruces | Niels K Focke | Simon S Keller | Annamaria Vezzani | L. Concha | N. Jahanshad | P. Thompson | P. Kochunov | C. Yasuda | F. Cendes | P. Striano | S. Vos | B. Bender | M. Mascalchi | E. Abela | M. Richardson | P. Kwan | O. Devinsky | N. Bargalló | S. Sisodiya | J. Duncan | B. Weber | P. Taylor | A. Altmann | C. McDonald | H. Soltanian-Zadeh | F. Rosenow | K. Hamandi | L. Bonilha | G. Cavalleri | B. Bernhardt | S. Alhusaini | M. Domin | A. Bernasconi | N. Bernasconi | D. Velakoulis | S. Hatton | P. Desmond | E. Davoodi-bojd | S. Keller | H. Pardoe | S. Foley | C. Doherty | E. Bartolini | M. Caligiuri | R. Kotikalapudi | S. Langner | M. Lenge | Min Liu | Pascal Martin | J. Pariente | Raúl Rodríguez-Cruces | M. Severino | R. Thomas | D. Tortora | L. Vivash | F. von Podewils | N. Focke | A. Gambardella | R. Guerrini | A. Labate | A. Vezzani | B. Caldairou | E. Lui | E. Gleichgerrcht | G. Winston | Min Liu | Soenke Langner | Rhys H Thomas | Barbara A. K. Kreilkamp | Saud Alhusaini | Gianpiero L Cavalleri | B. Kreilkamp | Sean N Hatton | A. Balachandra | Heath R Pardoe | Sonya F Foley | Colin P Doherty | Cristiane S Rocha | Domenico Tortora | Emanuele Bartolini | Lucy Vivash | Peter V Kochunov | Núria Bargallo | Khoa H Huynh | Marina KM Alvim | Akshara R Balachandra | Sarah JA Carr | Esmaeil Davoodi-bojd | Akaria Ishikawa | Barbara AK Kreilkamp | Elaine Lui | José CV Moreira | Marcia E Morita-Sherman | Terence J O’Brien | José C Pariente | Letícia F Ribeiro | Mariasavina Severino | Felix von Podewils | Clarissa L Yasuda | B. Sinclair | Akari Ishikawa | M. Morita-Sherman | R. Rodríguez-Cruces | M. Alvim | L. Ribeiro | T. O’Brien | S. Carr | J. Moreira | C. Rocha | Elaine H. Lui | P. Thompson | Lucy E Vivash | P. Thompson | Sarah J. A. Carr | P. Thompson

[1]  K. Heo,et al.  Predicting the antiepileptic drug response by brain connectivity in newly diagnosed focal epilepsy , 2020, Journal of Neurology.

[2]  Rebecca C. Knickmeyer,et al.  ENIGMA and global neuroscience: A decade of large-scale studies of the brain in health and disease across more than 40 countries , 2019, Biological Psychiatry.

[3]  B. Franke,et al.  Structural brain imaging studies offer clues about the effects of the shared genetic etiology among neuropsychiatric disorders , 2019, bioRxiv.

[4]  Paul M. Thompson,et al.  Altered white matter microstructure in 22q11.2 deletion syndrome: a multisite diffusion tensor imaging study , 2019, Molecular Psychiatry.

[5]  D. Bassett,et al.  Temporal lobe epilepsy , 2019, Neurology.

[6]  Dan J. Stein,et al.  An Empirical Comparison of Meta- and Mega-Analysis With Data From the ENIGMA Obsessive-Compulsive Disorder Working Group , 2019, Front. Neuroinform..

[7]  M. Kramer,et al.  Dysmature superficial white matter microstructure in developmental focal epilepsy , 2019, Brain communications.

[8]  Justin T. Baker,et al.  Functional connectomics of affective and psychotic pathology , 2018, Proceedings of the National Academy of Sciences.

[9]  Christian Gieger,et al.  Genome-wide mega-analysis identifies 16 loci and highlights diverse biological mechanisms in the common epilepsies , 2018, Nature Communications.

[10]  I. García-Morales,et al.  The cognitive phenotype of idiopathic generalized epilepsy , 2018, Epilepsy & Behavior.

[11]  Paul M. Thompson,et al.  Diffusion MRI Indices and Their Relation to Cognitive Impairment in Brain Aging: The Updated Multi-protocol Approach in ADNI3 , 2018, bioRxiv.

[12]  L. Concha,et al.  A systems-level analysis highlights microglial activation as a modifying factor in common forms of human epilepsy , 2018, bioRxiv.

[13]  Chris Rorden,et al.  Deep learning applied to whole‐brain connectome to determine seizure control after epilepsy surgery , 2018, Epilepsia.

[14]  D. Hagler,et al.  Decreased neurite density within frontostriatal networks is associated with executive dysfunction in temporal lobe epilepsy , 2018, Epilepsy & Behavior.

[15]  Neda Bernasconi,et al.  Structural brain abnormalities in the common epilepsies assessed in a worldwide ENIGMA study , 2018, Brain : a journal of neurology.

[16]  Nick C Fox,et al.  Analysis of shared heritability in common disorders of the brain , 2018, Science.

[17]  Edouard Hirsch,et al.  ILAE classification of the epilepsies: Position paper of the ILAE Commission for Classification and Terminology , 2017, Epilepsia.

[18]  Ragini Verma,et al.  Harmonization of multi-site diffusion tensor imaging data , 2017, NeuroImage.

[19]  Gareth J. Barker,et al.  Preoperative automated fibre quantification predicts postoperative seizure outcome in temporal lobe epilepsy , 2016, Brain : a journal of neurology.

[20]  Neda Bernasconi,et al.  The spectrum of structural and functional imaging abnormalities in temporal lobe epilepsy , 2016, Annals of neurology.

[21]  J. Szaflarski,et al.  White Matter Abnormalities in Patients with Treatment-Resistant Genetic Generalized Epilepsies , 2016, Medical science monitor : international medical journal of experimental and clinical research.

[22]  Aldo Quattrone,et al.  Integrity of the corpus callosum in patients with benign temporal lobe epilepsy , 2016, Epilepsia.

[23]  W. Otte,et al.  White matter abnormalities at a regional and voxel level in focal and generalized epilepsy: A systematic review and meta-analysis , 2016, NeuroImage: Clinical.

[24]  Stephen M. Smith,et al.  Multi-level block permutation , 2015, NeuroImage.

[25]  A. Cherubini,et al.  White matter abnormalities differentiate severe from benign temporal lobe epilepsy , 2015, Epilepsia.

[26]  Leonardo Bonilha,et al.  The brain connectome as a personalized biomarker of seizure outcomes after temporal lobectomy , 2015, Neurology.

[27]  Steen Moeller,et al.  Heritability of fractional anisotropy in human white matter: A comparison of Human Connectome Project and ENIGMA-DTI data , 2015, NeuroImage.

[28]  Bernd Weber,et al.  Thalamotemporal alteration and postoperative seizures in temporal lobe epilepsy , 2015, Annals of neurology.

[29]  Brînzaniuc Klara,et al.  The Three-Dimensional Architecture of the Internal Capsule of the Human Brain Demonstrated by Fiber Dissection Technique , 2015 .

[30]  Christian Beaulieu,et al.  White matter abnormalities associate with type and localization of focal epileptogenic lesions , 2015, Epilepsia.

[31]  Orrin Devinsky,et al.  Functional neuroimaging abnormalities in idiopathic generalized epilepsy , 2014, NeuroImage: Clinical.

[32]  J. Helpern,et al.  Diffusional kurtosis imaging reveals a distinctive pattern of microstructural alternations in idiopathic generalized epilepsy , 2014, Acta neurologica Scandinavica.

[33]  Donald J. Hagler,et al.  White matter microstructure complements morphometry for predicting verbal memory in epilepsy , 2014, Cortex.

[34]  Arthur W. Toga,et al.  Multi-site study of additive genetic effects on fractional anisotropy of cerebral white matter: Comparing meta and megaanalytical approaches for data pooling , 2014, NeuroImage.

[35]  Aidan Neligan,et al.  An unknown quantity—The worldwide prevalence of epilepsy , 2014, Epilepsia.

[36]  Stephen M. Smith,et al.  Permutation inference for the general linear model , 2014, NeuroImage.

[37]  R. Evans National Institute for Health Research. , 2014, Nursing standard (Royal College of Nursing (Great Britain) : 1987).

[38]  F. Cendes,et al.  Understanding the spectrum of temporal lobe epilepsy: contributions for the development of individualized therapies , 2013, Expert Review of Neurotherapeutics.

[39]  Paul M. Thompson,et al.  Multi-site genetic analysis of diffusion images and voxelwise heritability analysis: A pilot project of the ENIGMA–DTI working group , 2013, NeuroImage.

[40]  Leonardo Bonilha,et al.  Microstructural integrity of early‐ versus late‐myelinating white matter tracts in medial temporal lobe epilepsy , 2013, Epilepsia.

[41]  John M Stern,et al.  Connectomics and epilepsy. , 2013, Current opinion in neurology.

[42]  Luis Concha,et al.  Mesial temporal sclerosis is linked with more widespread white matter changes in temporal lobe epilepsy☆ , 2012, NeuroImage: Clinical.

[43]  Willem M Otte,et al.  A meta‐analysis of white matter changes in temporal lobe epilepsy as studied with diffusion tensor imaging , 2012, Epilepsia.

[44]  C. Lebel,et al.  Diffusion tensor imaging of white matter tract evolution over the lifespan , 2012, NeuroImage.

[45]  Udaya Seneviratne,et al.  The electroencephalogram of idiopathic generalized epilepsy , 2012, Epilepsia.

[46]  J. Téllez-Zenteno,et al.  A Review of the Epidemiology of Temporal Lobe Epilepsy , 2011, Epilepsy research and treatment.

[47]  Gabriel Möddel,et al.  Microstructural and volumetric abnormalities of the putamen in juvenile myoclonic epilepsy , 2011, Epilepsia.

[48]  E. Bilir,et al.  Secondary Corpus Callosum Abnormalities Associated with Antiepileptic Drugs in Temporal Lobe Epilepsy , 2011, The neuroradiology journal.

[49]  John S. Duncan,et al.  The structural plasticity of white matter networks following anterior temporal lobe resection , 2010, Brain : a journal of neurology.

[50]  J. H. Cross,et al.  Revised terminology and concepts for organization of seizures and epilepsies: Report of the ILAE Commission on Classification and Terminology, 2005–2009 , 2010, Epilepsia.

[51]  S. Sawilowsky New Effect Size Rules of Thumb , 2009 .

[52]  E. Halgren,et al.  Side Matters: Diffusion Tensor Imaging Tractography in Left and Right Temporal Lobe Epilepsy , 2009, American Journal of Neuroradiology.

[53]  Michael Weiner,et al.  Widespread neocortical abnormalities in temporal lobe epilepsy with and without mesial sclerosis , 2009, NeuroImage.

[54]  Boris C. Bernhardt,et al.  Thalamo–cortical network pathology in idiopathic generalized epilepsy: Insights from MRI-based morphometric correlation analysis , 2009, NeuroImage.

[55]  E Halgren,et al.  Diffusion tensor imaging correlates of memory and language impairments in temporal lobe epilepsy , 2008, Neurology.

[56]  D L Collins,et al.  White-matter diffusion abnormalities in temporal-lobe epilepsy with and without mesial temporal sclerosis , 2008, Journal of Neurology, Neurosurgery, and Psychiatry.

[57]  Vincent J Schmithorst,et al.  Developmental differences in white matter architecture between boys and girls , 2008, Human brain mapping.

[58]  John S. Duncan,et al.  Voxel-based diffusion tensor imaging in patients with mesial temporal lobe epilepsy and hippocampal sclerosis , 2008, NeuroImage.

[59]  A. Kanner Mood disorder and epilepsy: a neurobiologic perspective of their relationship , 2008, Dialogues in clinical neuroscience.

[60]  John S. Duncan,et al.  Tractography of the parahippocampal gyrus and material specific memory impairment in unilateral temporal lobe epilepsy , 2007, NeuroImage.

[61]  Cheng Li,et al.  Adjusting batch effects in microarray expression data using empirical Bayes methods. , 2007, Biostatistics.

[62]  S. Wakana,et al.  Fiber tract-based atlas of human white matter anatomy. , 2004, Radiology.

[63]  John Russell,et al.  Dysmyelination Revealed through MRI as Increased Radial (but Unchanged Axial) Diffusion of Water , 2002, NeuroImage.

[64]  John D Carew,et al.  Diffusion tensor MRI in temporal lobe epilepsy. , 2002, Magnetic resonance imaging.

[65]  Derek K. Jones,et al.  Virtual in Vivo Interactive Dissection of White Matter Fasciculi in the Human Brain , 2002, NeuroImage.

[66]  R. Duckrow,et al.  Distinguishing Subtypes of Temporal Lobe Epilepsy with Background Hippocampal Activity , 2001, Epilepsia.

[67]  S. Berkovic,et al.  Idiopathic generalized epilepsy , 2000, Neurology.

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

[69]  G. D. de Courten-Myers,et al.  Gender Differences in the Human Cerebral Cortex: More Neurons in Males; More Processes in Females , 1999, Journal of child neurology.

[70]  Josemir W Sander,et al.  National General Practice Study of Epilepsy (NGPSE) , 1992, Neurology.

[71]  A W Blackler,et al.  Developmental differences. , 1980, Science.

[72]  K Nakajima,et al.  The electroencephalogram. , 1968, Developmental medicine and child neurology.

[73]  B. Weir,et al.  The morphology of the spike-wave complex. , 1965, Electroencephalography and clinical neurophysiology.