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Updated: Aug 5, 2026

Electromagnetic Source Imaging in Presurgical Evaluation of Children with Drug-Resistant Epilepsy
Published on: September 20, 2024
Plasma volume fraction in drug-resistant epilepsy: A DCE-MRI marker of microvascular pathology
Amirhossein Talebanpour1, Sheida Mirloo1, Alireza Aleali1
1Department of Medical Neuroscience, Dalhousie University, Halifax, Nova Scotia, Canada.
Objectives:
Microvascular remodeling and blood-brain barrier dysfunction (BBBD) are increasingly recognized as contributors to epilepsy. However, commonly used vascular imaging markers are often state-dependent and lack spatial specificity. We aimed to (1) validate plasma volume fraction (vₚ) derived from dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) as a sensitive marker of microvascular changes; (2) characterize the vₚ alterations in patients with drug-resistant epilepsy (DRE); and (3) assess the spatial relationship between vₚ abnormalities and BBBD.
Methods:
We analyzed DCE-MRI images from 49 people with epilepsy (PWE) and 68 healthy controls across two sites. vₚ and BBB permeability were quantified using BBBdetect software. Voxel-wise vₚ was estimated using the extended Tofts model, and BBBD was quantified using slope-based permeability mapping. Both measures were summarized using modified z-scores, with suprathreshold abnormality defined as modified z-score > 2. We performed region-wise and lobe-wise analyses restricted to gray matter and trained supervised classifiers to distinguish PWE from controls using regional z-vₚ and z-BBBD features.
Results:
Compared with controls, PWE showed increased voxel-wise and region-wise vₚ abnormality burden, with a non-uniform spatial pattern that includes prominent fronto-temporal elevations and frequent involvement of limbic regions. BBBD was common and spatially diffuse. Restricting analysis to regions with co-occurring suprathreshold vₚ and BBBD reduced spatial diffuseness relative to BBBD alone. Multivariate classification achieved encouraging test performance using vascular and barrier features (balanced accuracy = 0.81), with feature importance suggesting complementary contributions from vₚ and BBBD.
Conclusion:
vₚ is a sensitive DCE-MRI-derived marker of microvascular abnormalities in DRE. Integrating vₚ with BBBD enhances the spatial specificity of abnormality patterns and shows encouraging concordance with the clinically suspected epileptogenic territories, warranting prospective validation against clinical reference standards.
Insights
Plasma volume fraction (vₚ) from dynamic contrast-enhanced MRI is a sensitive marker for microvascular changes in drug-resistant epilepsy (DRE). Combining vₚ with blood-brain barrier dysfunction (BBBD) improves spatial specificity of abnormalities.
Area of Science:
- Neuroimaging
- Vascular Biology
- Epilepsy Research
Background:
- Microvascular remodeling and blood-brain barrier dysfunction (BBBD) are implicated in epilepsy.
- Current vascular imaging markers often lack state-dependency and spatial specificity.
Purpose of the Study:
- Validate plasma volume fraction (vₚ) from dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) as a sensitive marker for microvascular changes.
- Characterize vₚ alterations in patients with drug-resistant epilepsy (DRE).
- Assess the spatial relationship between vₚ abnormalities and BBBD.
Main Methods:
- Analyzed DCE-MRI data from 49 people with epilepsy (PWE) and 68 controls.
- Quantified vₚ and BBBD using BBBdetect software and extended Tofts model.
- Employed region-wise and lobe-wise analyses, and trained supervised classifiers.
Main Results:
- PWE exhibited increased voxel-wise and region-wise vₚ abnormality burden with a distinct spatial pattern (fronto-temporal, limbic).
- BBBD was common and diffuse; co-occurrence with vₚ reduced spatial diffuseness.
- Multivariate classification achieved 0.81 balanced accuracy using vₚ and BBBD features.
Conclusions:
- vₚ is a sensitive DCE-MRI marker for microvascular abnormalities in DRE.
- Integrating vₚ and BBBD enhances spatial specificity and correlates with suspected epileptogenic zones.
- Further prospective validation against clinical standards is warranted.
