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

被引:144
作者
Hatton, Sean N. [1 ]
Huynh, Khoa H. [2 ]
Bonilha, Leonardo [3 ]
Abela, Eugenio [4 ]
Alhusaini, Saud [5 ,6 ]
Altmann, Andre [7 ]
Alvim, Marina K. M. [8 ]
Balachandra, Akshara R. [9 ,10 ]
Bartolini, Emanuele [11 ,12 ]
Bender, Benjamin [13 ]
Bernasconi, Neda [14 ]
Bernasconi, Andrea [14 ]
Bernhardt, Boris [15 ]
Bargallo, Nuria [16 ]
Caldairou, Benoit [14 ]
Caligiuri, Maria E. [17 ]
Carr, Sarah J. A. [18 ]
Cavalleri, Gianpiero L. [19 ,20 ]
Cendes, Fernando [8 ]
Concha, Luis [21 ]
Davoodi-bojd, Esmaeil [22 ]
Desmond, Patricia M. [23 ]
Devinsky, Orrin [24 ]
Doherty, Colin P. [25 ,26 ]
Domin, Martin [27 ]
Duncan, John S. [28 ,29 ]
Focke, Niels K. [30 ,31 ]
Foley, Sonya F. [32 ]
Gambardella, Antonio [19 ,33 ]
Gleichgerrcht, Ezequiel [3 ]
Guerrini, Renzo [11 ]
Hamandi, Khalid [34 ,35 ]
Ishikawa, Akari [8 ]
Keller, Simon S. [36 ,37 ]
Kochunov, Peter, V [38 ]
Kotikalapudi, Raviteja [39 ,40 ]
Kreilkamp, Barbara A. K. [36 ,37 ]
Kwan, Patrick [41 ,42 ]
Labate, Angelo [17 ]
Langner, Soenke [43 ,44 ]
Lenge, Matteo [11 ,45 ]
Liu, Min [46 ]
Lui, Elaine [23 ,47 ]
Martin, Pascal [31 ]
Mascalchi, Mario [48 ]
Moreira, Jose C., V [8 ]
Morita-Sherman, Marcia E. [8 ,49 ]
O'Brien, Terence J. [41 ,42 ,50 ]
Pardoe, Heath R. [51 ]
Pariente, Jose C. [16 ]
机构
[1] Univ Calif San Diego, Ctr Multimodal Imaging & Genet, Dept Neurosci, La Jolla, CA 92093 USA
[2] Univ Calif San Diego, Ctr Multimodal Imaging & Genet, La Jolla, CA 92093 USA
[3] Med Univ South Carolina, Dept Neurol, Charleston, SC 29425 USA
[4] Kings Coll London, Inst Psychiat Psychol & Neurosci, Maurice Wohl Clin Neurosci Inst, London SE5 9NU, England
[5] Yale Sch Med, Neurol Dept, New Haven, CT USA
[6] Royal Coll Surgeons Ireland, Mol & Cellular Therapeut, Dublin, Ireland
[7] UCL, Ctr Med Image Comp, Dept Med Phys & Biomed Engn, London WC1V 6LJ, England
[8] Univ Estadual Campinas, UNICAMP, Dept Neurol, BR-13083888 Campinas, SP, Brazil
[9] UCSD, Sch Med, Ctr Multimodal Imaging & Genet, La Jolla, CA 92037 USA
[10] Boston Univ, Sch Med, Boston, MA USA
[11] Univ Florence, Childrens Hosp A Meyer, Pediat Neurol Neurogenet & Neurobiol Unit & Labs, Florence, Italy
[12] Nuovo Osped Santo Stefano, USL Ctr Toscana, Neurol Unit, Prato, Italy
[13] Univ Hosp Tubingen, Dept Diagnost & Intervent Neuroradiol, D-72076 Tubingen, Germany
[14] McGill Univ, Montreal Neurol Inst, Neuroimaging Epilepsy Lab, Montreal, PQ H3A 2B4, Canada
[15] McGill Univ, Montreal Neurol Inst, Montreal, PQ H3A 2B4, Canada
[16] Inst Invest Biomed August Pi I Sunyer IDIBAPS, Magnet Resonance Image Core Facil, Barcelona 8036, Spain
[17] Magna Graecia Univ Catanzaro, Neurosci Res Ctr, Viale Europa, I-88100 Catanzaro, Italy
[18] Inst Psychiat Psychol & Neurosci, Neurosci, Crespigny Pk, London SE5 8AF, England
[19] Royal Coll Surgeons Ireland, Sch Pharm & Biomol Sci, Dublin D02 YN77, Ireland
[20] Sci Fdn Ireland, FutureNeuro Res Ctr, Dublin D02 YN77, Ireland
[21] Univ Nacl Autonoma Mexico, Inst Neurobiol, Queretaro 76230, Mexico
[22] Henry Ford Hosp, Radiol & Res Adm, 1 Detroit, Detroit, MI 48202 USA
[23] Univ Melbourne, Royal Melbourne Hosp, Dept Radiol, Melbourne, Vic 3050, Australia
[24] NYU, Epilepsy Ctr, New York, NY 10016 USA
[25] Trinity Coll Dublin, TBSI, Div Neurol, Pearce St, Dublin D02 R590, Ireland
[26] RCSI, FutureNeuro SFI Ctr Neurol Dis, St Stephens Green, Dublin D02 H903, Ireland
[27] Univ Med Greifswald, Funct Imaging Unit, D-17475 Greifswald, MV, Germany
[28] UCL, Queen Sq Inst Neurol, Dept Clin & Expt Epilepsy, Queen Sq, London WC1N 3BG, England
[29] Chalfont Ctr Epilepsy, MRI Unit, Gerrards Cross SL9 0RJ, Bucks, England
[30] Univ Med Gottingen, Clin Neurophysiol, D-37099 Gottingen, Germany
[31] Univ Tubingen, Dept Epileptol, D-72076 Tubingen, Germany
[32] Cardiff Univ, CUBRIC, Cardiff CF24 4HQ, Wales
[33] Magna Graecia Univ Catanzaro, Inst Neurol, I-88100 Catanzaro, Italy
[34] Cardiff & Vale Univ, Hlth Board, Wales Epilepsy Unit, Cardiff CF14 4XW, Wales
[35] Cardiff Univ, Brain Res Imaging Ctr, Cardiff CF24 4HQ, Wales
[36] Univ Liverpool, Inst Translat Med, Liverpool L69 3BX, Merseyside, England
[37] Walton Ctr NHS Fdn Trust, Liverpool L9 7LJ, Merseyside, England
[38] Maryland Psychiat Res Ctr, 55 Wade Ave, Baltimore, MD 21228 USA
[39] Univ Hosp Tubingen, Dept Neurol & Epileptol, D-72076 Tubingen, BW, Germany
[40] Univ Hosp Tubingen, Dept Diagnost & Intervent Neuroradiol, D-72076 Tubingen, BW, Germany
[41] Monash Univ, Cent Clin Sch, Dept Neurosci, Melbourne, Vic 3004, Australia
[42] Univ Melbourne, Royal Melbourne Hosp, Dept Med, Parkville, Vic 3050, Australia
[43] Ernst Moritz Arndt Univ Greifswald, Fac Med, Inst Diagnost Radiol & Neuroradiol, D-17475 Greifswald, Germany
[44] Rostock Univ, Med Ctr, Inst Diagnost & Intervent Radiol Pediat & Neurora, D-18057 Rostock, Germany
[45] Univ Florence, Childrens Hosp A Meyer, Funct & Epilepsy Neurosurg Unit, I-50139 Florence, Italy
[46] Montreal Neurol Inst, Dept Neurol, Montreal, PQ H3A 2B4, Canada
[47] Univ Melbourne, Dept Med & Radiol, Parkville, Vic 3050, Australia
[48] Univ Florence, Meyer Children Hosp, I-50130 Florence, Italy
[49] Cleveland Clin, Cleveland, OH 44195 USA
[50] Alfred Hlth, Dept Neurol, Melbourne, Vic 3004, Australia
基金
加拿大自然科学与工程研究理事会; 英国医学研究理事会; 巴西圣保罗研究基金会; 爱尔兰科学基金会;
关键词
epilepsy; diffusion tensor imaging; multisite analysis; white matter; TEMPORAL-LOBE EPILEPSY; FRACTIONAL ANISOTROPY; GENERALIZED EPILEPSY; CORPUS-CALLOSUM; ILAE COMMISSION; DIFFUSION; CONNECTOME; MULTISITE; MEMORY; MRI;
D O I
10.1093/brain/awaa200
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Hatton et al. analyze diffusion tensor imaging data from a large, international imaging dataset, including 1,069 controls and 1,249 patients with epilepsy. They find robust white matter abnormalities in the corpus callosum, cingulum and external capsule bilaterally, with differing severity across epilepsy syndromes. 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 analysed from 1069 healthy controls and 1249 patients: temporal lobe epilepsy with hippocampal sclerosis (n = 599), temporal lobe epilepsy with normal MRI (n = 275), genetic generalized epilepsy (n = 182) and non-lesional 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 fibre 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 fibre tracts with small to medium effect sizes, especially in the corpus callosum, cingulum and external capsule. There were also less robust increases in 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. Individuals 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 reductions in fractional anisotropy in the corpus callosum, corona radiata and external capsule, and increased mean diffusivity of the anterior corona radiata. Earlier age of seizure onset and longer disease duration were associated with a greater extent of diffusion abnormalities in patients with hippocampal sclerosis. We demonstrate microstructural abnormalities across major association, commissural, and projection fibres in a large multicentre study of epilepsy. Overall, patients with epilepsy 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 more detailed insights into pathological substrates that may explain cognitive and psychiatric co-morbidities and be used to guide biomarker studies of treatment outcomes and/or genetic research.
引用
收藏
页码:2454 / 2473
页数:20
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