Unknown

Dataset Information

0

White matter alterations in focal to bilateral tonic-clonic seizures.


ABSTRACT: We examined the white matter of patients with and without focal to bilateral tonic-clonic seizures (FBTCS), and control participants. A neural network based tract segmentation model (Tractseg) was used to isolate tract-specific, track-weighted tensor-based measurements from the tracts of interest. We compared the group differences in the track-weighted tensor-based measurements derived from whole and hemispheric tracts. We identified several regions that displayed significantly altered white matter in patients with focal epilepsy compared to controls. Furthermore, patients without FBTCS showed significantly increased white matter disruption in the inferior fronto-occipital fascicle and the striato-occipital tract. In contrast, the track-weighted tensor-based measurements from the FBTCS cohort exhibited a stronger resemblance to the healthy controls (compared to the non-FBTCS group). Our findings revealed marked alterations in a range of subcortical tracts considered critical in the genesis of seizures in focal epilepsy. Our novel application of tract-specific, track-weighted tensor-based measurements to a new clinical dataset aided the elucidation of specific tracts that may act as a predictive biomarker to distinguish patients likely to develop FBTCS.

SUBMITTER: Maher C 

PROVIDER: S-EPMC9515421 | biostudies-literature | 2022

REPOSITORIES: biostudies-literature

altmetric image

Publications

White matter alterations in focal to bilateral tonic-clonic seizures.

Maher Christina C   D'Souza Arkiev A   Zeng Rui R   Barnett Michael M   Kavehei Omid O   Nikpour Armin A   Wang Chenyu C  

Frontiers in neurology 20220914


We examined the white matter of patients with and without focal to bilateral tonic-clonic seizures (FBTCS), and control participants. A neural network based tract segmentation model (Tractseg) was used to isolate tract-specific, track-weighted tensor-based measurements from the tracts of interest. We compared the group differences in the track-weighted tensor-based measurements derived from whole and hemispheric tracts. We identified several regions that displayed significantly altered white mat  ...[more]

Similar Datasets

| S-EPMC7954388 | biostudies-literature
| S-EPMC11537139 | biostudies-literature
| S-EPMC8600951 | biostudies-literature
| S-EPMC2830359 | biostudies-literature
| S-EPMC7529199 | biostudies-literature
| S-EPMC11638044 | biostudies-literature
| S-EPMC10582624 | biostudies-literature
| S-EPMC8740350 | biostudies-literature
| S-EPMC6885665 | biostudies-literature