Beyond structural MRI: combined diffusion metric improve delineation of epileptogenic tissue in focal cortical dysplasia

Accurate delineation of the epileptogenic zone in focal cortical dysplasia (FCD) remains challenging, as structural MRI often underestimates the extent of dysplastic tissue. Diffusion MRI can probe microstructural alterations, yet individual diffusion models provide limited sensitivity and clinical interpretability. We prospectively studied 19 patients with histologically confirmed FCD who underwent presurgical evaluation, surgical resection, and postsurgical MRI. Fourteen diffusion metrics derived from complementary diffusion models were integrated using logistic regression to generate a single combined diffusion metric (CDM). Spatial correspondence among structural MRI, resected tissue, perilesional cortex, and contralateral homologues was assessed using Dice similarity and ROC analyses. Histological cellularity and multimodal imaging data were used for biological validation. Individual diffusion metrics identified microstructural abnormalities within MRI-visible lesions, including reduced anisotropy, lower fibre density, and increased isotropic diffusion. Integration into the CDM improved discrimination between lesional and healthy tissue (p < 0.03), detected abnormalities extending beyond radiological borders, and showed spatial concordance with FDG-PET hypometabolism and epileptiform activity in 90% of patients. CDM-guided delineation increased agreement with resected regions and reduced unresected perilesional volume. CDM provides a biologically grounded and clinically interpretable representation of epileptogenic tissue in FCD, refining presurgical mapping beyond conventional MRI and potentially improving surgical targeting.

Authors

Institutions

Publication Details

Journal
Scientific Reports
Published
2026-06-09
DOI
https://doi.org/10.1038/s41598-026-57292-w
Primary Topic
Epilepsy research and treatment
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Beyond structural MRI: combined diffusion metric improve delineation of epileptogenic tissue in focal cortical dysplasia

L Michal, Yeva Prysiazhniuk, Miroslav Koblížek, Martin Kudr et al.
Scientific Reports
Epilepsy research and treatment
article

Beyond structural MRI: combined diffusion metric improve delineation of epileptogenic tissue in focal cortical dysplasia

L Michal, Yeva Prysiazhniuk, Miroslav Koblížek, Martin Kudr, Radek Janča, Kateřina Jiránková, Jakub Otáhal, Jan Šanda, David Kala, Nora Profantová, Zuzana Holubová, Martin Kynčl, Pavel Kršek, Adam Kalina, Timur Abragimovich, Petr Marusič
article en

Abstract

Accurate delineation of the epileptogenic zone in focal cortical dysplasia (FCD) remains challenging, as structural MRI often underestimates the extent of dysplastic tissue. Diffusion MRI can probe microstructural alterations, yet individual diffusion models provide limited sensitivity and clinical interpretability. We prospectively studied 19 patients with histologically confirmed FCD who underwent presurgical evaluation, surgical resection, and postsurgical MRI. Fourteen diffusion metrics derived from complementary diffusion models were integrated using logistic regression to generate a single combined diffusion metric (CDM). Spatial correspondence among structural MRI, resected tissue, perilesional cortex, and contralateral homologues was assessed using Dice similarity and ROC analyses. Histological cellularity and multimodal imaging data were used for biological validation. Individual diffusion metrics identified microstructural abnormalities within MRI-visible lesions, including reduced anisotropy, lower fibre density, and increased isotropic diffusion. Integration into the CDM improved discrimination between lesional and healthy tissue (p < 0.03), detected abnormalities extending beyond radiological borders, and showed spatial concordance with FDG-PET hypometabolism and epileptiform activity in 90% of patients. CDM-guided delineation increased agreement with resected regions and reduced unresected perilesional volume. CDM provides a biologically grounded and clinically interpretable representation of epileptogenic tissue in FCD, refining presurgical mapping beyond conventional MRI and potentially improving surgical targeting.

Scientific Reports
Charles University (CZ), Energetický a Průmyslový Holding (Czechia) (CZ), University Hospital in Motol (CZ), Swiss Epilepsy Center (CH), Czech Technical University in Prague (CZ)
Ministerstvo Školství, Mládeže a Tělovýchovy, Agentura Pro Zdravotnický Výzkum České Republiky, European Regional Development Fund
Peace, Justice and strong institutions, Reduced inequalities
Openalex Percentile: Top 8%
Epilepsy research and treatment
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.