Literature DB >> 30130642

Metastable neural dynamics in Alzheimer's disease are disrupted by lesions to the structural connectome.

Thomas H Alderson1, Arun L W Bokde2, J A Scott Kelso3, Liam Maguire4, Damien Coyle4.   

Abstract

Current theory suggests brain regions interact to reconcile the competing demands of integration and segregation by leveraging metastable dynamics. An emerging consensus recognises the importance of metastability in healthy neural dynamics where the transition between network states over time is dependent upon the structural connectivity between brain regions. In Alzheimer's disease (AD) - the most common form of dementia - these couplings are progressively weakened, metastability of neural dynamics are reduced and cognitive ability is impaired. Accordingly, we use a joint empirical and computational approach to reveal how behaviourally relevant changes in neural metastability are contingent on the structural integrity of the anatomical connectome. We estimate the metastability of fMRI BOLD signal in subjects from across the AD spectrum and in healthy controls and demonstrate the dissociable effects of structural disconnection on synchrony versus metastability. In addition, we reveal the critical role of metastability in general cognition by demonstrating the link between an individuals cognitive performance and their metastable neural dynamic. Finally, using whole-brain computer modelling, we demonstrate how a healthy neural dynamic is conditioned upon the topological integrity of the structural connectome. Overall, the results of our joint computational and empirical analysis suggest an important causal relationship between metastable neural dynamics, cognition, and the structural efficiency of the anatomical connectome.
Copyright © 2018 Elsevier Inc. All rights reserved.

Entities:  

Keywords:  Alzheimer's disease; DTI; Kuramoto; Metastability; Structural connectome; Whole-brain modelling

Mesh:

Year:  2018        PMID: 30130642      PMCID: PMC6374703          DOI: 10.1016/j.neuroimage.2018.08.033

Source DB:  PubMed          Journal:  Neuroimage        ISSN: 1053-8119            Impact factor:   6.556


  123 in total

1.  "Mini-mental state". A practical method for grading the cognitive state of patients for the clinician.

Authors:  M F Folstein; S E Folstein; P R McHugh
Journal:  J Psychiatr Res       Date:  1975-11       Impact factor: 4.791

Review 2.  Neuropathology of Alzheimer's disease: what is new since A. Alzheimer?

Authors:  E Braak; K Griffing; K Arai; J Bohl; H Bratzke; H Braak
Journal:  Eur Arch Psychiatry Clin Neurosci       Date:  1999       Impact factor: 5.270

3.  Direct estimation of the fiber orientation density function from diffusion-weighted MRI data using spherical deconvolution.

Authors:  J-Donald Tournier; Fernando Calamante; David G Gadian; Alan Connelly
Journal:  Neuroimage       Date:  2004-11       Impact factor: 6.556

4.  Neurodegenerative diseases target large-scale human brain networks.

Authors:  William W Seeley; Richard K Crawford; Juan Zhou; Bruce L Miller; Michael D Greicius
Journal:  Neuron       Date:  2009-04-16       Impact factor: 17.173

5.  A neuronal model of a global workspace in effortful cognitive tasks.

Authors:  S Dehaene; M Kerszberg; J P Changeux
Journal:  Proc Natl Acad Sci U S A       Date:  1998-11-24       Impact factor: 11.205

6.  Role of local network oscillations in resting-state functional connectivity.

Authors:  Joana Cabral; Etienne Hugues; Olaf Sporns; Gustavo Deco
Journal:  Neuroimage       Date:  2011-04-12       Impact factor: 6.556

7.  Predicting regional neurodegeneration from the healthy brain functional connectome.

Authors:  Juan Zhou; Efstathios D Gennatas; Joel H Kramer; Bruce L Miller; William W Seeley
Journal:  Neuron       Date:  2012-03-21       Impact factor: 17.173

8.  Fractional anisotropy changes in Alzheimer's disease depend on the underlying fiber tract architecture: a multiparametric DTI study using joint independent component analysis.

Authors:  Stefan J Teipel; Michel J Grothe; Massimo Filippi; Andreas Fellgiebel; Martin Dyrba; Giovanni B Frisoni; Thomas Meindl; Arun L W Bokde; Harald Hampel; Stefan Klöppel; Karlheinz Hauenstein
Journal:  J Alzheimers Dis       Date:  2014       Impact factor: 4.472

9.  Axonopathy in an APP/PS1 transgenic mouse model of Alzheimer's disease.

Authors:  Oliver Wirths; Joachim Weis; Jacek Szczygielski; Gerd Multhaup; Thomas A Bayer
Journal:  Acta Neuropathol       Date:  2006-03-07       Impact factor: 17.088

10.  A whole-brain computational modeling approach to explain the alterations in resting-state functional connectivity during progression of Alzheimer's disease.

Authors:  Murat Demirtaş; Carles Falcon; Alan Tucholka; Juan Domingo Gispert; José Luis Molinuevo; Gustavo Deco
Journal:  Neuroimage Clin       Date:  2017-08-08       Impact factor: 4.881

View more
  10 in total

1.  Unifying Large- and Small-Scale Theories of Coordination.

Authors:  J A Scott Kelso
Journal:  Entropy (Basel)       Date:  2021-04-27       Impact factor: 2.524

2.  Whole-brain computational modeling reveals disruption of microscale brain dynamics in HIV infected individuals.

Authors:  Yuchuan Zhuang; Zhengwu Zhang; Madalina Tivarus; Xing Qiu; Jianhui Zhong; Giovanni Schifitto
Journal:  Hum Brain Mapp       Date:  2020-09-17       Impact factor: 5.038

Review 3.  Shaping a data-driven era in dementia care pathway through computational neurology approaches.

Authors:  KongFatt Wong-Lin; Paula L McClean; Niamh McCombe; Daman Kaur; Jose M Sanchez-Bornot; Paddy Gillespie; Stephen Todd; David P Finn; Alok Joshi; Joseph Kane; Bernadette McGuinness
Journal:  BMC Med       Date:  2020-12-16       Impact factor: 8.775

4.  Dopamine depletion and subcortical dysfunction disrupt cortical synchronization and metastability affecting cognitive function in Parkinson's disease.

Authors:  Linbo Wang; Cheng Zhou; Wei Cheng; Edmund T Rolls; Peiyu Huang; Ningning Ma; Yuchen Liu; Yajuan Zhang; Xiaojun Guan; Tao Guo; Jingjing Wu; Ting Gao; Min Xuan; Quanquan Gu; Xiaojun Xu; Baorong Zhang; Weikang Gong; Jingnan Du; Wei Zhang; Jianfeng Feng; Minming Zhang
Journal:  Hum Brain Mapp       Date:  2021-12-14       Impact factor: 5.038

5.  The Task Pre-Configuration Is Associated With Cognitive Performance Evidence From the Brain Synchrony.

Authors:  Jie Xiang; Chanjuan Fan; Jing Wei; Ying Li; Bin Wang; Yan Niu; Lan Yang; Jiaqi Lv; Xiaohong Cui
Journal:  Front Comput Neurosci       Date:  2022-05-06       Impact factor: 2.380

6.  Abnormal Dynamic Functional Networks in Subjective Cognitive Decline and Alzheimer's Disease.

Authors:  Jue Wang; Kexin Wang; Tiantian Liu; Li Wang; Dingjie Suo; Yunyan Xie; Shintaro Funahashi; Jinglong Wu; Guangying Pei
Journal:  Front Comput Neurosci       Date:  2022-05-02       Impact factor: 2.380

7.  Impaired Brain Information Transmission Efficiency and Flexibility in Parkinson's Disease and Rapid Eye Movement Sleep Behavior Disorder: Evidence from Functional Connectivity and Functional Dynamics.

Authors:  Jing Wei; Jiaqi Lyu; Jie Xiang; Yan Niu; Lan Yang; Chanjuan Fan; Dandan Li; Yanli Yang
Journal:  Parkinsons Dis       Date:  2022-09-15

8.  Metastable neural dynamics underlies cognitive performance across multiple behavioural paradigms.

Authors:  Thomas H Alderson; Arun L W Bokde; J A Scott Kelso; Liam Maguire; Damien Coyle
Journal:  Hum Brain Mapp       Date:  2020-04-17       Impact factor: 5.038

9.  Test-Retest Reliability of Synchrony and Metastability in Resting State fMRI.

Authors:  Lan Yang; Jing Wei; Ying Li; Bin Wang; Hao Guo; Yanli Yang; Jie Xiang
Journal:  Brain Sci       Date:  2021-12-31

10.  Locus Coeruleus Degeneration Correlated with Levodopa Resistance in Parkinson's Disease: A Retrospective Analysis.

Authors:  Cheng Zhou; Tao Guo; JingJing Wu; Linbo Wang; Xueqin Bai; Ting Gao; Xiaojun Guan; Luyan Gu; Peiyu Huang; Min Xuan; Quanquan Gu; Xiaojun Xu; Baorong Zhang; Wei Cheng; Jianfeng Feng; Minming Zhang
Journal:  J Parkinsons Dis       Date:  2021       Impact factor: 5.568

  10 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.