Widespread, depth‐dependent cortical microstructure alterations in pediatric focal epilepsy

Author:

Casella Chiara12ORCID,Vecchiato Katy12,Cromb Daniel1,Guo Yourong2,Winkler Anderson M.3,Hughes Emer1,Dillon Louise1,Green Elaine1,Colford Kathleen1,Egloff Alexia1,Siddiqui Ata4,Price Anthony1,Grande Lucilio Cordero56,Wood Tobias C.7,Malik Shaihan5,Teixeira Rui Pedro A. G.5,Carmichael David W.5,O'Muircheartaigh Jonathan128

Affiliation:

1. Centre for the Developing Brain, School of Biomedical Engineering and Imaging Sciences King's College London London UK

2. Department for Forensic and Neurodevelopmental Sciences Institute of Psychiatry, Psychology, and Neuroscience, King's College London London UK

3. Department of Human Genetics University of Texas Rio Grande Valley Brownsville Texas USA

4. Department of Radiology, Guy's and Saint Thomas' Hospitals NHS Trust London UK

5. Department of Biomedical Engineering King's College London London UK

6. Biomedical Image Technologies, Telecommunication Engineering School (ETSIT), Technical University of Madrid Bioengineering, Biomaterials and Nanomedicine Networking Biomedical Research Centre, National Institute of Health Carlos III Madrid Spain

7. Department of Neuroimaging King's College London London UK

8. Medical Research Council (MRC) Centre for Neurodevelopmental Disorders London UK

Abstract

AbstractObjectiveTissue abnormalities in focal epilepsy may extend beyond the presumed focus. The underlying pathophysiology of these broader changes is unclear, and it is not known whether they result from ongoing disease processes or treatment‐related side effects, or whether they emerge earlier. Few studies have focused on the period of onset for most focal epilepsies, childhood. Fewer still have utilized quantitative magnetic resonance imaging (MRI), which may provide a more sensitive and interpretable measure of tissue microstructural change. Here, we aimed to determine common spatial modes of changes in cortical architecture in children with heterogeneous drug‐resistant focal epilepsy and, secondarily, whether changes were related to disease severity.MethodsTo assess cortical microstructure, quantitative T1 and T2 relaxometry (qT1 and qT2) was measured in 43 children with drug‐resistant focal epilepsy (age range = 4–18 years) and 46 typically developing children (age range = 2–18 years). We assessed depth‐dependent qT1 and qT2 values across the neocortex, as well as their gradient of change across cortical depths. We also determined whether global changes seen in group analyses were driven by focal pathologies in individual patients. Finally, as a proof‐of‐concept, we trained a classifier using qT1 and qT2 gradient maps from patients with radiologically defined abnormalities (MRI positive) and healthy controls, and tested whether this could classify patients without reported radiological abnormalities (MRI negative).ResultsWe uncovered depth‐dependent qT1 and qT2 increases in widespread cortical areas in patients, likely representing microstructural alterations in myelin or gliosis. Changes did not correlate with disease severity measures, suggesting they may represent antecedent neurobiological alterations. Using a classifier trained with MRI‐positive patients and controls, sensitivity was 71.4% at 89.4% specificity on held‐out MRI‐negative patients.SignificanceThese findings suggest the presence of a potential imaging endophenotype of focal epilepsy, detectable irrespective of radiologically identified abnormalities.

Funder

Wellcome Trust

Great Ormond Street Hospital Charity

Publisher

Wiley

Subject

Neurology (clinical),Neurology

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