Network connectivity separate from the hypothesized irritative zone correlates with impaired cognition and higher rates of seizure recurrence

被引:11
作者
Neal, Elliot G. [1 ]
Di, Long [1 ]
Reale-Caldwell, AmberRose [1 ,2 ]
Maciver, Stephanie [2 ]
Schoenberg, Mike R. [1 ,2 ]
Vale, Fernando L. [3 ]
机构
[1] Univ S Florida, Dept Neurosurg & Brain Repair, Tampa, FL 33620 USA
[2] Univ S Florida, Dept Neurol, Tampa, FL 33620 USA
[3] Augusta Univ, Med Coll Georgia, Dept Neurosurg, 1120 15th St,BI 3088, Augusta, GA 30912 USA
关键词
Temporal lobe epilepsy; Neuropsychology; Functional networks; Contralateral hemisphere; Extratemporal; DEFAULT-MODE NETWORK; FUNCTIONAL CONNECTIVITY; CHRONIC EPILEPSY; MRI;
D O I
10.1016/j.yebeh.2019.106585
中图分类号
B84 [心理学]; C [社会科学总论]; Q98 [人类学];
学科分类号
03 ; 0303 ; 030303 ; 04 ; 0402 ;
摘要
Introduction: Surgery remains an essential option for the treatment of medically intractable temporal lobe epilepsy (TLE). However, only 66% of patients achieve postoperative seizure freedom, perhaps attributable to an incomplete understanding of brain network alterations in surgical candidates. Here, we applied a novel network modeling algorithm and measured key characteristics of epileptic networks correlated with surgical outcomes and objective measures of cognition. Methods: Twenty-two patients were prospectively included, and relevant demographic information was attained. Resting state functional magnetic resonance imaging (rslMRl) and electroencephalography (EEG) data were recorded and preprocessed. Using our novel algorithm, patient-specific epileptic networks were mapped preoperatively, and geographic spread was quantified. Global functional connectivity was also determined using a volumetric functional atlas. Neuropsychological pre- and postsurgical raw and standardized scores obtained blinded to epileptic network status. Key demographic data and features of epileptic networks were then correlated with surgical outcome using Pearson's product-moment correlation. Results: At an average follow-up of 18.4 months, 15/22 (68%) patients were seizure-free. Connectivity was measured globally using a functional 3D atlas. Higher mean global connectivity correlated with worse scores in preoperative neuropsychological testing of executive functioning (Ruff Figural Fluency Test [RFFT]-ER; R = 0.943, p = 0.005). A higher ratio of highly correlated connections between regions of interest (ROIs) in the hemisphere contralateral to the seizure onset correlated with impairment in executive functioning (RFFT-ER; R = 0.943, p = 0.005). Higher numbers of highly correlated connections between ROls in the contralateral hemisphere correlated with impairment in both short- and long-term measures of verbal memory (Rey Auditory Verbal Learning Test Trials 6, 7 RAVLT6, RAVLT7]; R = - 0.650, p = 0.020, R = - 0.676, p = 0.030). Epilepsy networks were modeled in each patient, and localization of the epilepsy network in the bitemporal lobes correlated with lower scores in neuropsychological tests measuring verbal learning and short-term memory (RAVLT6: R = - 0.671, p =0.024). Higher rates of seizure recurrence correlated with localization of the epilepsy network bitemporally (R = - 0.542, p - 0.014), with the stronger correlation found with localization to the contralateral temporal lobe from side of surgery (R = - 0.530, p = 0.016). Conclusion: Increased connectivity contralateral to seizure onset and epilepsy network spread in the bitemporal lobes correlated with lower measures of executive functioning and verbal memory. Epilepsy network localization to the bitemporal lobes, in particular, the contralateral temporal lobe, is associated with higher rates of seizure recurrence. These findings may reflect network level disruption that has infiltrated the contralateral hemisphere and the bitemporal lobes contributing to impaired cognition and relatively worse surgical outcomes. Further identification of network parameters that predict patient outcomes may aid in patient selection, resection planning, and ultimately the efficacy of epilepsy surgery. (C) 2019 The Authors. Published by Elsevier Inc.
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页数:7
相关论文
共 29 条
  • [1] Verbal memory decline and adverse effects on cognition in adult patients with pharmacoresistant partial epilepsy:: a longitudinal controlled study of 36 patients
    Andersson-Roswall, L
    Engman, E
    Samuelsson, H
    Sjöberg-Larsson, C
    Malmgren, K
    [J]. EPILEPSY & BEHAVIOR, 2004, 5 (05) : 677 - 686
  • [2] Bergen Donna C, 2006, Epilepsy Curr, V6, P117, DOI 10.1111/j.1535-7511.2006.00116.x
  • [3] Cortical thickness analysis in temporal lobe epilepsy Reproducibility and relation to outcome
    Bernhardt, Boris C.
    Bernasconi, Neda
    Concha, Luis
    Bernasconi, Andrea
    [J]. NEUROLOGY, 2010, 74 (22) : 1776 - 1784
  • [4] Medial temporal lobe epilepsy is associated with neuronal fibre loss and paradoxical increase in structural connectivity of limbic structures
    Bonilha, Leonardo
    Nesland, Travis
    Martz, Gabriel U.
    Joseph, Jane E.
    Spampinato, Maria V.
    Edwards, Jonathan C.
    Tabesh, Ali
    [J]. JOURNAL OF NEUROLOGY NEUROSURGERY AND PSYCHIATRY, 2012, 83 (09) : 903 - 909
  • [5] Differential sensitivity of structural, diffusion, and resting-state functional MRI for detecting brain alterations and verbal memory impairment in temporal lobe epilepsy
    Chang, Yu-Hsuan A.
    Marshall, Anisa
    Bahrami, Naemi
    Mathur, Kushagra
    Javadi, Sogol S.
    Reyes, Anny
    Hegde, Manu
    Shih, Jerry J.
    Paul, Brianna M.
    Hagler, Donald J., Jr.
    McDonald, Carrie R.
    [J]. EPILEPSIA, 2019, 60 (05) : 935 - 947
  • [6] Gray Matter Abnormalities in Temporal Lobe Epilepsy: Relationships with Resting-State Functional Connectivity and Episodic Memory Performance
    Doucet, Gaelle E.
    He, Xiaosong
    Sperling, Michael
    Sharan, Ashwini
    Tracy, Joseph I.
    [J]. PLOS ONE, 2016, 11 (05):
  • [7] Helmstaedter C, 2002, PROG BRAIN RES, V135, P439
  • [8] The neurobehavioural comorbidities of epilepsy: can a natural history be developed?
    Hermann, Bruce
    Seidenberg, Michael
    Jones, Jana
    [J]. LANCET NEUROLOGY, 2008, 7 (02) : 151 - 160
  • [9] Hermann Bruce, 2007, Epilepsy Curr, V7, P1, DOI 10.1111/j.1535-7511.2007.00151.x
  • [10] Early identification of refractory epilepsy.
    Kwan, P
    Brodie, MJ
    [J]. NEW ENGLAND JOURNAL OF MEDICINE, 2000, 342 (05) : 314 - 319