Diffusion MRI abnormalities localise the epileptogenic zone in paediatric drug-resistant epilepsy
Veljanoski, D.; Chari, A.; Seunarine, K. K.; D'Arco, F.; Mankad, K.; Tahir, Z.; Clark, C. A.; Tisdall, M. M.; Baldeweg, T.; Piper, R. J.
Show abstract
Objectives: Seizure freedom follows surgery in 67% of children with drug-resistant epilepsy, but imaging biomarkers could improve patient selection, epileptogenic zone localisation, and outcome prediction. We assessed whether diffusion MRI abnormalities predicted seizure freedom when resected; aligned with stereo-EEG seizure-onset and interictal zones; distinguished patients with/without an identified onset zone; and localised the epileptogenic zone in MRI-negative cases. Methods: We retrospectively studied children undergoing focal resection (n=110) or stereo-EEG (n=61) between 2015-2023, alongside healthy controls aged 6-18 (n=69), using identical 3T MRI diffusion protocols. Age- and sex-adjusted normative models generated mean diffusivity (MD) and fractional anisotropy (FA) voxelwise z-score maps to identify dominant abnormalities. In resection patients, abnormality-resection overlap was related to 12-month or longer Engel outcome. In stereo-EEG patients, z-scores were compared across seizure-onset, interictal, and uninvolved grey-matter contacts. In lesion-negative patients, abnormalities were compared with PET hypometabolism and stereo-EEG findings. Results: Greater resection of MD abnormalities predicted seizure freedom, especially with overlap >0 (mean differences 17%, 23%; Pperm=0.0086, <0.001), and higher odds of Engel I (OR 1.31/10%; AUC 0.723; Youden threshold 36%). FA showed similar associations. Seizure-onset contacts had higher MD and lower FA z-scores than uninvolved grey matter (+0.65, 0.18; Pperm<0.001, =0.001), with interictal contacts intermediate. Abnormalities were more widespread and contralateral in patients without an identified onset zone. In lesion-negative patients, abnormalities co-localised with PET (20/28 fully, 6/28 partially) and stereo-EEG (17/24 fully, 3/24 partially). Interpretation: Diffusion MRI abnormalities aligned with invasive electrophysiology, predicted seizure freedom when resected, and co-localized with PET/stereo-EEG, supporting an important role in presurgical evaluation.
Matching journals
The top 2 journals account for 50% of the predicted probability mass.
Similar papers in this journal
Similar papers in this journal
- Effects of spatial sampling on network alterations in idiopathic generalized epilepsy. Can routine EEG be enough? 94%
- Blinded study: prospectively defined high frequency oscillations predict seizure outcome in individual patients 93%
- Interictal waking and sleep electrophysiological properties of the thalamus in focal epilepsies 93%
Similar papers in this journal
- Multi-centre Epilepsy Lesion Detection (MELD) Project: Predictors of lesion location and postsurgical seizure freedom in focal cortical dysplasia 96%
- Enlarged Perivascular Spaces in the Basal Ganglia Across Epilepsy Subtypes 95%
- Thalamocortical structural connectivity in children with focal epilepsy: a diffusion MRI, case-control study 94%
Similar papers in this journal
- Combining Sodium MRI, Proton MR Spectroscopic Imaging and Intracerebral EEG in Epilepsy 92%
- Subcortical alterations in newly diagnosed epilepsy and associated changes in brain connectivity and cognition 91%
- Exploring structural connectomes in children with unilateral cerebral palsy using graph theory 88%
Similar papers in this journal
- The relationship between pathological brain activity and functional network connectivity in glioma patients 89%
- Early Imaging Marker of Progressive Glioblastoma: a window of opportunity 87%
- Predicting attention deficits and functional recovery after glioma resection through functional executive networks: insights from dynamic properties 86%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.