Literature DB >> 33611101

Regional and global resting-state functional MR connectivity in temporal lobe epilepsy: Results from the Epilepsy Connectome Project.

Aaron F Struck1, Melanie Boly2, Gyujoon Hwang3, Veena Nair4, Jedidiah Mathis5, Andrew Nencka6, Lisa L Conant5, Edgar A DeYoe6, Manoj Raghavan5, Vivek Prabhakaran4, Jeffrey R Binder5, Mary E Meyerand3, Bruce P Hermann2.   

Abstract

Temporal lobe epilepsy (TLE) has been conceptualized as focal disease with a discrete neurobiological focus and can respond well to targeted resection or ablation. In contrast, the neuro-cognitive deficits resulting from TLE can be widespread involving regions beyond the primary epileptic network. We hypothesize that this seemingly paradoxical findings can be explained by differences in connectivity between the primary epileptic region which is hyper-connected and its secondary influence on global connectome organization. This hypothesis is tested using regional and global graph theory metrics where we anticipate that regional mesial-temporal hyperconnectivity will be found and correlate with seizure frequency while global networks will be disorganized and be more closely associated with neuro-cognitive deficits. Resting-state fMRI was used to examine temporal lobe regional connectivity and global functional connectivity from 102 patients with TLE and 55 controls. Connectivity matrices were calculated for subcortical volumes and cortical parcellations. Graph theory metrics (global clustering coefficient (GCC), degree, closeness) were compared between groups and in relation to neuropsychological profiles and disease covariates using permutation testing and causal analysis. In TLE there was a decrease in GCC (p = 0.0345) associated with a worse neuropsychological profile (p = 0.0134). There was increased connectivity in the left hippocampus/amygdala (degree p = 0.0103, closeness p = 0.0104) and a decrease in connectivity in the right lateral temporal lobe (degree p = 0.0186, closeness p = 0.0122). A ratio between the hippocampus/amygdala and lateral temporal lobe-temporal lobe connectivity ratio (TLCR) revealed differences between TLE and controls for closeness (left p = 0.00149, right p = 0.0494) and for degree on left p = 0.00169; with trend on right p = 0.0567. Causal analysis suggested that "Epilepsy Activity" (seizure frequency, anti-seizure medications) was associated with increase in TLCR but not in GCC, while cognitive decline was associated with decreased GCC. These findings support the hypothesis that in TLE there is hyperconnectivity in the hippocampus/amygdala and hypoconnectivity in the lateral temporal lobe associated with "Epilepsy Activity." While, global connectome disorganization was associated with worse neuropsychological phenotype.
Copyright © 2021 Elsevier Inc. All rights reserved.

Entities:  

Keywords:  Causal analysis; Connectome; Functional MRI; Functional connectivity; Graph theory; Temporal lobe epilepsy

Mesh:

Year:  2021        PMID: 33611101      PMCID: PMC8035304          DOI: 10.1016/j.yebeh.2021.107841

Source DB:  PubMed          Journal:  Epilepsy Behav        ISSN: 1525-5050            Impact factor:   2.937


  49 in total

1.  Whole brain segmentation: automated labeling of neuroanatomical structures in the human brain.

Authors:  Bruce Fischl; David H Salat; Evelina Busa; Marilyn Albert; Megan Dieterich; Christian Haselgrove; Andre van der Kouwe; Ron Killiany; David Kennedy; Shuna Klaveness; Albert Montillo; Nikos Makris; Bruce Rosen; Anders M Dale
Journal:  Neuron       Date:  2002-01-31       Impact factor: 17.173

Review 2.  Verbal memory in mesial temporal lobe epilepsy: beyond material specificity.

Authors:  Michael M Saling
Journal:  Brain       Date:  2009-02-27       Impact factor: 13.501

3.  AFNI: software for analysis and visualization of functional magnetic resonance neuroimages.

Authors:  R W Cox
Journal:  Comput Biomed Res       Date:  1996-06

4.  Thalamic arousal network disturbances in temporal lobe epilepsy and improvement after surgery.

Authors:  Hernán F J González; Srijata Chakravorti; Sarah E Goodale; Kanupriya Gupta; Daniel O Claassen; Benoit Dawant; Victoria L Morgan; Dario J Englot
Journal:  J Neurol Neurosurg Psychiatry       Date:  2019-05-23       Impact factor: 10.154

5.  Accurate epileptogenic focus localization through time-variant functional connectivity analysis of intracranial electroencephalographic signals.

Authors:  Pieter van Mierlo; Evelien Carrette; Hans Hallez; Kristl Vonck; Dirk Van Roost; Paul Boon; Steven Staelens
Journal:  Neuroimage       Date:  2011-02-18       Impact factor: 6.556

6.  A randomized, controlled trial of surgery for temporal-lobe epilepsy.

Authors:  S Wiebe; W T Blume; J P Girvin; M Eliasziw
Journal:  N Engl J Med       Date:  2001-08-02       Impact factor: 91.245

7.  Altered functional connectivity in seizure onset zones revealed by fMRI intrinsic connectivity.

Authors:  Hyang Woon Lee; Jagriti Arora; Xenophon Papademetris; Fuyuze Tokoglu; Michiro Negishi; Dustin Scheinost; Pue Farooque; Hal Blumenfeld; Dennis D Spencer; R Todd Constable
Journal:  Neurology       Date:  2014-11-12       Impact factor: 11.800

8.  Hippocampal seizure-onset laterality can change over long timescales: A same-patient observation over 500 days.

Authors:  Otis Smart; John D Rolston; Charles M Epstein; Robert E Gross
Journal:  Epilepsy Behav Case Rep       Date:  2013-04-13

9.  Dynamic Network Connectivity Analysis to Identify Epileptogenic Zones Based on Stereo-Electroencephalography.

Authors:  Jun-Wei Mao; Xiao-Lai Ye; Yong-Hua Li; Pei-Ji Liang; Ji-Wen Xu; Pu-Ming Zhang
Journal:  Front Comput Neurosci       Date:  2016-10-27       Impact factor: 2.380

10.  Altered functional connectivity and small-world in mesial temporal lobe epilepsy.

Authors:  Wei Liao; Zhiqiang Zhang; Zhengyong Pan; Dante Mantini; Jurong Ding; Xujun Duan; Cheng Luo; Guangming Lu; Huafu Chen
Journal:  PLoS One       Date:  2010-01-08       Impact factor: 3.240

View more
  5 in total

1.  Small loci of astroglial glutamine synthetase deficiency in the postnatal brain cause epileptic seizures and impaired functional connectivity.

Authors:  Maxwell G Farina; Mani Ratnesh S Sandhu; Maxime Parent; Basavaraju G Sanganahalli; Matthew Derbin; Roni Dhaher; Helen Wang; Hitten P Zaveri; Yun Zhou; Niels C Danbolt; Fahmeed Hyder; Tore Eid
Journal:  Epilepsia       Date:  2021-09-18       Impact factor: 5.864

Review 2.  Neurobehavioural comorbidities of epilepsy: towards a network-based precision taxonomy.

Authors:  Bruce P Hermann; Aaron F Struck; Robyn M Busch; Anny Reyes; Erik Kaestner; Carrie R McDonald
Journal:  Nat Rev Neurol       Date:  2021-09-22       Impact factor: 44.711

3.  Multimodal connectome biomarkers of cognitive and affective dysfunction in the common epilepsies.

Authors:  Raul Rodriguez-Cruces; Jessica Royer; Sara Larivière; Dani S Bassett; Lorenzo Caciagli; Boris C Bernhardt
Journal:  Netw Neurosci       Date:  2022-06-01

4.  Functional Connectivity Analysis and Detection of Mental Fatigue Induced by Different Tasks Using Functional Near-Infrared Spectroscopy.

Authors:  Yaoxing Peng; Chunguang Li; Qu Chen; Yufei Zhu; Lining Sun
Journal:  Front Neurosci       Date:  2022-03-15       Impact factor: 4.677

5.  Network phenotypes and their clinical significance in temporal lobe epilepsy using machine learning applications to morphological and functional graph theory metrics.

Authors:  Camille Garcia-Ramos; Veena Nair; Rama Maganti; Jedidiah Mathis; Lisa L Conant; Vivek Prabhakaran; Jeffrey R Binder; Beth Meyerand; Bruce Hermann; Aaron F Struck
Journal:  Sci Rep       Date:  2022-08-24       Impact factor: 4.996

  5 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.