4.5 Article

Volumetric and structural connectivity abnormalities co-localise in TLE

Journal

NEUROIMAGE-CLINICAL
Volume 35, Issue -, Pages -

Publisher

ELSEVIER SCI LTD
DOI: 10.1016/j.nicl.2022.103105

Keywords

Epilepsy; MRI; Volume; Connection; Network; Duration

Categories

Funding

  1. MRC [MR/M00841X/1, MR/T04294X/1]
  2. UKRI Future Leaders Fellowship [MR/V026569/1, EP/L015358/1]
  3. Centre for Doctoral Training in Cloud Computing for Big Data [218380]
  4. Wellcome Trust Innovation grant
  5. NIHR UCLH/UCL Biomedical Research Centre
  6. [G0802012]

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Patients with temporal lobe epilepsy (TLE) exhibit both volumetric and structural connectivity abnormalities. Our study suggests that white matter connectivity abnormalities are more related to grey matter volumetric abnormalities in TLE patients. Colocalisation of abnormalities primarily occurs in the ipsilateral hemisphere, and is not related to epilepsy duration.
Patients with temporal lobe epilepsy (TLE) exhibit both volumetric and structural connectivity abnormalities relative to healthy controls. How these abnormalities inter-relate and their mechanisms are unclear. We computed grey matter volumetric changes and white matter structural connectivity abnormalities in 144 patients with unilateral TLE and 96 healthy controls. Regional volumes were calculated using T1-weighted MRI, while structural connectivity was derived using white matter fibre tractography from diffusion-weighted MRI. For each regional volume and each connection strength, we calculated the effect size between patient and control groups in a group-level analysis. We then applied hierarchical regression to investigate the relationship between volumetric and structural connectivity abnormalities in individuals. Additionally, we quantified whether abnormalities co-localised within individual patients by computing Dice similarity scores. In TLE, white matter connectivity abnormalities were greater when joining two grey matter regions with abnormal volumes. Similarly, grey matter volumetric abnormalities were greater when joined by abnormal white matter connections. The extent of volumetric and connectivity abnormalities related to epilepsy duration, but co-localisation did not. Colocalisation was primarily driven by neighbouring abnormalities in the ipsilateral hemisphere. Overall, volumetric and structural connectivity abnormalities were related in TLE. Our results suggest that shared mechanisms may underlie changes in both volume and connectivity alterations in patients with TLE.

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