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Brain aging in temporal lobe epilepsy: Chronological, structural, and functional.
- Source :
-
NeuroImage. Clinical [Neuroimage Clin] 2020; Vol. 25, pp. 102183. Date of Electronic Publication: 2020 Jan 14. - Publication Year :
- 2020
-
Abstract
- The association of epilepsy with structural brain changes and cognitive abnormalities in midlife has raised concern regarding the possibility of future accelerated brain and cognitive aging and increased risk of later life neurocognitive disorders. To address this issue we examined age-related processes in both structural and functional neuroimaging among individuals with temporal lobe epilepsy (TLE, N = 104) who were participants in the Epilepsy Connectome Project (ECP). Support vector regression (SVR) models were trained from 151 healthy controls and used to predict TLE patients' brain ages. It was found that TLE patients on average have both older structural (+6.6 years) and functional (+8.3 years) brain ages compared to healthy controls. Accelerated functional brain age (functional - chronological age) was mildly correlated (corrected P = 0.07) with complex partial seizure frequency and the number of anti-epileptic drug intake. Functional brain age was a significant correlate of declining cognition (fluid abilities) and partially mediated chronological age-fluid cognition relationships. Chronological age was the only positive predictor of crystallized cognition. Accelerated aging is evident not only in the structural brains of patients with TLE, but also in their functional brains. Understanding the causes of accelerated brain aging in TLE will be clinically important in order to potentially prevent or mitigate their cognitive deficits.<br />Competing Interests: Declaration of Competing Interest None of the authors have any conflict of interest to disclose.<br /> (Copyright © 2020 The Authors. Published by Elsevier Inc. All rights reserved.)
- Subjects :
- Adult
Age Factors
Female
Humans
Magnetic Resonance Imaging
Male
Middle Aged
Support Vector Machine
Young Adult
Aging, Premature diagnostic imaging
Aging, Premature etiology
Aging, Premature pathology
Aging, Premature physiopathology
Cerebral Cortex diagnostic imaging
Cerebral Cortex pathology
Cerebral Cortex physiopathology
Cognitive Aging physiology
Cognitive Dysfunction diagnostic imaging
Cognitive Dysfunction etiology
Cognitive Dysfunction pathology
Cognitive Dysfunction physiopathology
Connectome methods
Epilepsy, Temporal Lobe complications
Epilepsy, Temporal Lobe diagnostic imaging
Epilepsy, Temporal Lobe pathology
Epilepsy, Temporal Lobe physiopathology
Subjects
Details
- Language :
- English
- ISSN :
- 2213-1582
- Volume :
- 25
- Database :
- MEDLINE
- Journal :
- NeuroImage. Clinical
- Publication Type :
- Academic Journal
- Accession number :
- 32058319
- Full Text :
- https://doi.org/10.1016/j.nicl.2020.102183