Reorganization of functional connectivity as a correlate of cognitive recovery in acquired brain injury

被引:109
作者
Castellanos, Nazareth P. [1 ]
Paul, Nuria [2 ]
Ordonez, Victoria E. [1 ]
Demuynck, Olivier [3 ]
Bajo, Ricardo [1 ]
Campo, Pablo [1 ]
Bilbao, Alvaro [4 ]
Ortiz, Tomas [2 ]
del-Pozo, Francisco [1 ]
Maestu, Fernando [1 ]
机构
[1] Univ Politecn Madrid, Ctr Biomed Technol, Lab Cognit & Computat Neurosci, Madrid 28660, Spain
[2] Univ Complutense Madrid, Sch Med, Dept Psychiat & Med Psychol, E-28040 Madrid, Spain
[3] Univ Politecn Madrid, Dept Signals Syst & Radiocomunicat, E-28040 Madrid, Spain
[4] Natl Ctr Brain Injury Treatment CEADAC, Madrid 28034, Spain
关键词
brain injury; functional connectivity; magnetoencephalography; plasticity; GRAPH-THEORETICAL ANALYSIS; ALZHEIMERS-DISEASE; TUMOR PATIENTS; ALPHA-BAND; MEG; SYNCHRONIZATION; MODEL; REHABILITATION; DAMAGE; GAMMA;
D O I
10.1093/brain/awq174
中图分类号
R74 [神经病学与精神病学];
学科分类号
100204 [神经病学];
摘要
Cognitive processes require a functional interaction between specialized multiple, local and remote brain regions. Although these interactions can be strongly altered by an acquired brain injury, brain plasticity allows network reorganization to be principally responsible for recovery. The present work evaluates the impact of brain injury on functional connectivity patterns. Networks were calculated from resting-state magnetoencephalographic recordings from 15 brain injured patients and 14 healthy controls by means of wavelet coherence in standard frequency bands. We compared the parameters defining the network, such as number and strength of interactions as well as their topology, in controls and patients for two conditions: following a traumatic brain injury and after a rehabilitation treatment. A loss of delta- and theta-based connectivity and conversely an increase in alpha- and beta-band-based connectivity were found. Furthermore, connectivity parameters approached controls in all frequency bands, especially in slow-wave bands. A correlation between network reorganization and cognitive recovery was found: the reduction of delta-band-based connections and the increment of those based on alpha band correlated with Verbal Fluency scores, as well as Perceptual Organization and Working Memory Indexes, respectively. Additionally, changes in connectivity values based on theta and beta bands correlated with the Patient Competency Rating Scale. The current study provides new evidence of the neurophysiological mechanisms underlying neuronal plasticity processes after brain injury, and suggests that these changes are related with observed changes at the behavioural level.
引用
收藏
页码:2365 / 2381
页数:17
相关论文
共 95 条
[31]
Assessing interactions of linear and nonlinear neuronal sources using MEG beamformers: a proof of concept [J].
Hadjipapas, A ;
Hillebrand, A ;
Holliday, IE ;
Singh, KD ;
Barnes, GR .
CLINICAL NEUROPHYSIOLOGY, 2005, 116 (06) :1300-1313
[32]
Rapid distributed fronto-parieto-occipital processing stages during working memory in humans [J].
Halgren, E ;
Boujon, C ;
Clarke, J ;
Wang, C .
CEREBRAL CORTEX, 2002, 12 (07) :710-728
[33]
Halligan P.W., 2005, EFFECTIVENESS REHABI
[34]
Heaton R.K., 1991, COMPREHENSIVE NORMS
[35]
Hebb D. O., 1949, ORG BEHAV NEUROPSYCH
[36]
Dynamical consequences of lesions in cortical networks [J].
Honey, Christopher J. ;
Sporns, Olaf .
HUMAN BRAIN MAPPING, 2008, 29 (07) :802-809
[37]
Neural network classification of autoregressive features from electroencephalogram signals for brain-computer interface design [J].
Huan, Nai-Jen ;
Palaniappan, Ramaswamy .
JOURNAL OF NEURAL ENGINEERING, 2004, 1 (03) :142-150
[38]
Jaakkola TS, 1999, ADV NEUR IN, V11, P487
[39]
Jenkins WM, 1987, PROG BRAIN RES <D>, V71, P249
[40]
Katz D.L., 2006, Cognitive Rehabilitation