4.5 Article

Automated tractography in patients with temporal lobe epilepsy using TRActs Constrained by UnderLying Anatomy (TRACULA)

Journal

NEUROIMAGE-CLINICAL
Volume 14, Issue -, Pages 67-76

Publisher

ELSEVIER SCI LTD
DOI: 10.1016/j.nicl.2017.01.003

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Funding

  1. UK Medical Research Council New Investigator Research Grant [MR/K023152/1]
  2. Epilepsy Action postgraduate research bursary award
  3. MRC [MR/K023152/1, MR/N026063/1] Funding Source: UKRI
  4. Medical Research Council [MR/K023152/1, MR/N026063/1] Funding Source: researchfish

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Purpose: A detailed understanding of whitematter tract alterations in patientswith temporal lobe epilepsy (TLE) is important as itmay provide useful information for likely side of seizure onset, cognitive impairment and postoperative prognosis. However, most diffusion-tensor imaging (DTI) studies have relied on manual reconstruction of tract bundles, despite the recent development of automated techniques. In the present study, we used an automatedwhite matter tractography analysis approach to quantify temporal lobe whitematter tract alterations in TLE and determine the relationships between tract alterations, the extent of hippocampal atrophy and the chronicity and severity of the disorder. Methods: We acquired preoperative T1-weighted and DTI data in 64 patients with well-characterized TLE, with imaging and histopathological evidence of hippocampal sclerosis. Identical acquisitions were collected for 44 age-and sex-matched healthy controls. We employed automatic probabilistic tractography DTI analysis using TRActs Constrained byUnderLying Anatomy(TRACULA) available in context of Freesurfer software for the reconstruction of major temporal lobe tract bundles. We determined the factors influencing probabilistic tract reconstruction and investigated alterations of DTI scalarmetrics alongwhitematter tractswith respect to hippocampal volume, which was automatically estimated using Freesurfer'smorphometric pipelines. Wealso explored the relationships between whitematter tract alterations and duration of epilepsy, age of onset of epilepsy and seizure burden (defined as a function of seizure frequency and duration of epilepsy). Results: Whole-tract diffusion characteristics of patients with TLE differed according to side of epilepsy and were significantly different between patients and controls. Waypoint comparisons along each tract revealed that patients had significantly altered tissue characteristics of the ipsilateral inferior-longitudinal, uncinate fasciculus, superior longitudinal fasciculus and cingulum relative to controls. Changes were more widespread (ipsilaterally and contralaterally) in patientswith left TLEwhile patientswith right TLE showed changes that remained spatially confined in ipsilateral tract regions. We found no relationship between DTI alterations and volume of the epileptogenic hippocampus. DTI alterations of anterior ipsilateral uncinate and inferior-longitudinal fasciculus correlated with duration of epilepsy (over and above effects of age) and age at onset of epilepsy. Seizure burden correlated with tissue characteristics of the uncinate fasciculus. Conclusion: This study shows that TRACULA permits the detection of alterations of DTI tract scalar metrics in patients with TLE. It also provides the opportunity to explore relationships with structural volume measurements and clinical variables along white matter tracts. Our data suggests that the anterior temporal lobe portions of the uncinate and inferior-longitudinal fasciculusmay be particularly vulnerable to pathological alterations in patients with TLE. These alterations are unrelated to the extent of hippocampal atrophy (and therefore potentially mediated by independent mechanisms) but influenced by chronicity and severity of the disorder. (C) 2017 The Authors. Published by Elsevier Inc.

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