Diffusion MRI for the detection of hippocampal abnormalities in temporal lobe epilepsy

Motivation: Surgical outcomes for patients with temporal lobe epilepsy (TLE) are limited by the lack of imaging biomarkers that are sensitive to abnormalities. Goal(s): Our goal was to assess the sensitivity of diffusion MRI metrics to hippocampal abnormalities in patients with TLE. Approach: We measured mean diffusivity and microscopic fractional anisotropy in a specific hippocampal subfield in TLE patients and healthy volunteers, then used logistic regression to classify cohorts. Results: The diffusion model was better at distinguishing between patients and volunteers than typical measurements of hippocampal volume, assessed using receiver operating characteristic curves (area under curve 0.87 vs. 0.71-0.76). Impact: Advanced diffusion MRI metrics are sensitive to hippocampal abnormalities in temporal lobe epilepsy and may be able to improve surgical outcomes by helping clinicians locate the seizure focus for surgical excision.

Authors

Publication Details

Journal
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
Published
2024-11-26
DOI
https://doi.org/10.58530/2024/3083
Primary Topic
Advanced Neuroimaging Techniques and Applications
Type
article
Field-Weighted Citation Impact
0.00
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article

Diffusion MRI for the detection of hippocampal abnormalities in temporal lobe epilepsy

Ali R. Khan, Nico Arezza, Corey A. Baron, Jorge G. Burneo et al.
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
Advanced Neuroimaging Techniques and Applications
article

Diffusion MRI for the detection of hippocampal abnormalities in temporal lobe epilepsy

Ali R. Khan, Nico Arezza, Corey A. Baron, Jorge G. Burneo, Ingrid S. Johnsrude, Hana H. Abbas, Caroline Chadwick
article en

Abstract

Motivation: Surgical outcomes for patients with temporal lobe epilepsy (TLE) are limited by the lack of imaging biomarkers that are sensitive to abnormalities. Goal(s): Our goal was to assess the sensitivity of diffusion MRI metrics to hippocampal abnormalities in patients with TLE. Approach: We measured mean diffusivity and microscopic fractional anisotropy in a specific hippocampal subfield in TLE patients and healthy volunteers, then used logistic regression to classify cohorts. Results: The diffusion model was better at distinguishing between patients and volunteers than typical measurements of hippocampal volume, assessed using receiver operating characteristic curves (area under curve 0.87 vs. 0.71-0.76). Impact: Advanced diffusion MRI metrics are sensitive to hippocampal abnormalities in temporal lobe epilepsy and may be able to improve surgical outcomes by helping clinicians locate the seizure focus for surgical excision.

Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
Good health and well-being
Openalex Percentile: Top 63%
Advanced Neuroimaging Techniques and Applications
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