Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2020 Aug 1;143(8):2454-2473.
doi: 10.1093/brain/awaa200.

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

Sean N Hatton  1 Khoa H Huynh  2 Leonardo Bonilha  3 Eugenio Abela  4 Saud Alhusaini  5   6 Andre Altmann  7 Marina K M Alvim  8 Akshara R Balachandra  9   10 Emanuele Bartolini  11   12 Benjamin Bender  13 Neda Bernasconi  14 Andrea Bernasconi  14 Boris Bernhardt  15 Núria Bargallo  16 Benoit Caldairou  14 Maria E Caligiuri  17 Sarah J A Carr  18 Gianpiero L Cavalleri  19   20 Fernando Cendes  8 Luis Concha  21 Esmaeil Davoodi-Bojd  22 Patricia M Desmond  23 Orrin Devinsky  24 Colin P Doherty  25   26 Martin Domin  27 John S Duncan  28   29 Niels K Focke  30   31 Sonya F Foley  32 Antonio Gambardella  19   33 Ezequiel Gleichgerrcht  3 Renzo Guerrini  11 Khalid Hamandi  34   35 Akari Ishikawa  8 Simon S Keller  36   37 Peter V Kochunov  38 Raviteja Kotikalapudi  39   40 Barbara A K Kreilkamp  36   37 Patrick Kwan  41   42 Angelo Labate  17   33 Soenke Langner  43   44 Matteo Lenge  11   45 Min Liu  46 Elaine Lui  23   47 Pascal Martin  31 Mario Mascalchi  48 José C V Moreira  8 Marcia E Morita-Sherman  8   49 Terence J O'Brien  41   42   50 Heath R Pardoe  51 José C Pariente  16 Letícia F Ribeiro  8 Mark P Richardson  52 Cristiane S Rocha  8 Raúl Rodríguez-Cruces  15   21 Felix Rosenow  53   54 Mariasavina Severino  55 Benjamin Sinclair  42   50 Hamid Soltanian-Zadeh  56   57 Pasquale Striano  58   59 Peter N Taylor  60 Rhys H Thomas  61   62 Domenico Tortora  56 Dennis Velakoulis  63   64 Annamaria Vezzani  65 Lucy Vivash  41   42 Felix von Podewils  66 Sjoerd B Vos  67   68 Bernd Weber  69 Gavin P Winston  68   70   71 Clarissa L Yasuda  8 Alyssa H Zhu  72 Paul M Thompson  72 Christopher D Whelan  6   73 Neda Jahanshad  72 Sanjay M Sisodiya  71   74 Carrie R McDonald  75
Affiliations

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

Sean N Hatton et al. Brain. .

Abstract

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.

Keywords: diffusion tensor imaging; epilepsy; multisite analysis; white matter.

PubMed Disclaimer

Figures

Figure 1
Figure 1
Fibre atlas.
Figure 2
Figure 2
Diffusion MRI harmonization using ComBat. Average FA (top) and MD (bottom) measures across 24 scanners showing differences in mean FA measures per scanner (left) which are harmonized using ComBat (middle). The process corrects the variance in scanner without altering the biological variance expected with age (right). Red = before correction; Blue = after correction.
Figure 3
Figure 3
FA effect size bar graphs. ALIC = anterior limb of the internal capsule; CST = corticospinal tract; EC = external capsule; FX.ST = fornix/stria terminalis; L = left; PCR = posterior corona radiata; PLIC = posterior limb of the internal capsule; PTR = posterior thalamic radiation; R = right; RLIC = rentrolenticular part of the internal capsule; SCR = superior corona radiata; SFO = superior fronto-occipital fasciculus; SS = sagittal stratum; TAP = tapetum; UNC = uncinate.
Figure 4
Figure 4
MD effect size bar graphs. ALIC = anterior limb of the internal capsule; CST = corticospinal tract; EC = external capsule; FX.ST = fornix/stria terminalis; L = left; PCR = posterior corona radiata; PLIC = posterior limb of the internal capsule; PTR = posterior thalamic radiation; R = right; RLIC = rentrolenticular part of the internal capsule; SCR = superior corona radiata; SFO = superior fronto-occipital fasciculus; SS = sagittal stratum; TAP = tapetum; UNC = uncinate.
Figure 5
Figure 5
Syndromic difference in average FA and MD in five ROIs. Mean FA (left) and MD (right) for each patient syndrome, controlling for age, age2, sex, age of onset, and disease duration. Error bars reflect 95% confidence intervals. Dotted red lines reflect the means of controls. For FA, average = 0.585, ACR = 0.481, BCC = 0.690, CGC = 0.627, external capsule (EC) = 0.484. For MD, average = 0.000801, ACR = 0.000741, BCC = 0.000881, CGC = 0.000733, external capsule = 0.000739. Significant differences are indicated with asterisks (*P < 0.05, ** P < 0.01, *** P < 0.001). L = left; R = right.
Figure 6
Figure 6
Comparisons of fractional anisotropy measures across neuropsychiatric disorders. (A) Heat map of FA effect sizes for the ‘all epilepsies’ group compared to those in four other ENIGMA disorders: BP = bipolar disorder; MDD = major depressive disorder; SCZ = schizophrenia. (B). Radar plot of the four disorders that showed significant correlations across white matter tracts. Positive values reflect patient group values were on average higher than controls, whereas negative values reflect cases where patient group values were on average lower than that of controls. ALIC = anterior limb of the internal capsule; CST = corticospinal tract; EC = external capsule; FX.ST = fornix/stria terminalis; PCR = posterior corona radiata; PLIC = posterior limb of the internal capsule; PTR = posterior thalamic radiation; RLIC = rentrolenticular part of the internal capsule; SCR = superior corona radiata; SFO = superior fronto-occipital fasciculus; SS = sagittal stratum; TAP = tapetum; UNC = uncinate.

Comment in

  • Epilepsy as a Disease of White Matter.
    Hogan RE. Hogan RE. Epilepsy Curr. 2020 Dec 3;21(1):27-29. doi: 10.1177/1535759720975744. eCollection 2021 Jan-Feb. Epilepsy Curr. 2020. PMID: 34025269 Free PMC article. No abstract available.

References

    1. Abarrategui B, Parejo-Carbonell B, García García ME, Di Capua D, García-Morales I.. The cognitive phenotype of idiopathic generalized epilepsy. Epilepsy Behav 2018; 89: 99–104. - PubMed
    1. Ahmadi ME, Hagler DJ, McDonald CR, Tecoma ES, Iragui VJ, Dale AM, et al.Side matters: diffusion tensor imaging tractography in left and right temporal lobe epilepsy. AJNR Am J Neuroradiol 2009; 30: 1740–7. - PMC - PubMed
    1. Altmann A, Ryten M, Nunzio MD, Ravizza T, Tolomeo D, Reynolds RH, et al. A systems-level analysis highlights microglial activation as a modifying factor in common forms of human epilepsy bioRxiv 2017: 470518. doi: 10.1101/470518. - PMC - PubMed
    1. Arfanakis K, Hermann BP, Rogers BP, Carew JD, Seidenberg M, Meyerand ME.. Diffusion tensor MRI in temporal lobe epilepsy. Magn Reson Imaging 2002; 20: 511–9. - PubMed
    1. Baker JT, Dillon DG, Patrick LM, Roffman JL, Brady RO, Pizzagalli DA, et al.Functional connectomics of affective and psychotic pathology. Proc Natl Acad Sci USA 2019; 116: 9050–9. - PMC - PubMed

Publication types