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Brain aging in temporal lobe epilepsy: Chronological, structural, and functional

Authors :
Gyujoon Hwang
Bruce Hermann
Veena A. Nair
Lisa L. Conant
Kevin Dabbs
Jed Mathis
Cole J. Cook
Charlene N. Rivera-Bonet
Rosaleena Mohanty
Gengyan Zhao
Dace N. Almane
Andrew Nencka
Elizabeth Felton
Aaron F. Struck
Rasmus Birn
Rama Maganti
Colin J. Humphries
Manoj Raghavan
Edgar A. DeYoe
Barbara B. Bendlin
Vivek Prabhakaran
Jeffrey R. Binder
Mary E. Meyerand
Source :
NeuroImage: Clinical, Vol 25, Iss , Pp - (2020)
Publication Year :
2020
Publisher :
Elsevier, 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. Keywords: Temporal lobe epilepsy (TLE), Accelerated brain aging, Cognitive aging, Age prediction, Functional connectivity

Details

Language :
English
ISSN :
22131582
Volume :
25
Issue :
-
Database :
Directory of Open Access Journals
Journal :
NeuroImage: Clinical
Publication Type :
Academic Journal
Accession number :
edsdoj.244c02cc38af4acd98396eed3760bbd5
Document Type :
article
Full Text :
https://doi.org/10.1016/j.nicl.2020.102183