Compensatory motor network connectivity is associated with motor sequence learning after subcortical stroke

被引:23
|
作者
Wadden, Katie P. [1 ]
Woodward, Todd S. [3 ,4 ]
Metzak, Paul D. [3 ,4 ]
Lavigne, Katie M. [3 ,4 ]
Lakhani, Bimal [1 ]
Auriat, Angela M. [1 ]
Boyd, Lara A. [1 ,2 ]
机构
[1] Univ British Columbia, Fac Med, Dept Phys Therapy, Vancouver, BC V6T 1Z3, Canada
[2] Univ British Columbia, Djavad Mowafaghian Ctr Brain Hlth, Vancouver, BC V5Z 1M9, Canada
[3] Univ British Columbia, Dept Psychiat, Vancouver, BC, Canada
[4] BC Mental Hlth & Addict Res Inst, Vancouver, BC, Canada
基金
加拿大健康研究院; 加拿大自然科学与工程研究理事会; 美国国家卫生研究院;
关键词
Constrained principal component analysis; Motor sequence learning; Functional magnetic resonance imaging; Stroke; Functional connectivity; DISTURBED FUNCTIONAL CONNECTIVITY; PRINCIPAL COMPONENT ANALYSIS; CORTICAL ACTIVITY; WHITE-MATTER; INDIVIDUALS; INFORMATION; ACQUISITION; CEREBELLAR; ACTIVATION; RECOVERY;
D O I
10.1016/j.bbr.2015.02.054
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
Following stroke, functional networks reorganize and the brain demonstrates widespread alterations in cortical activity. Implicit motor learning is preserved after stroke. However the manner in which brain reorganization occurs, and how it supports behavior within the damaged brain remains unclear. In this functional magnetic resonance imaging (fMRI) study, we evaluated whole brain patterns of functional connectivity during the performance of an implicit tracking task at baseline and retention, following 5 days of practice. Following motor practice, a significant difference in connectivity within a motor network, consisting of bihemispheric activation of the sensory and motor cortices, parietal lobules, cerebellar and occipital lobules, was observed at retention. Healthy subjects demonstrated greater activity within this motor network during sequence learning compared to random practice. The stroke group did not show the same level of functional network integration, presumably due to the heterogeneity of functional reorganization following stroke. In a secondary analysis, a binary mask of the functional network activated from the aforementioned whole brain analyses was created to assess within-network connectivity, decreasing the spatial distribution and large variability of activation that exists within the lesioned brain. The stroke group demonstrated reduced clusters of connectivity within the masked brain regions as compared to the whole brain approach. Connectivity within this smaller motor network correlated with repeated sequence performance on the retention test. Increased functional integration within the motor network may be an important neurophysiological predictor of motor learning-related change in individuals with stroke. (C) 2015 Elsevier B.V. All rights reserved.
引用
收藏
页码:136 / 145
页数:10
相关论文
共 50 条
  • [1] Decreased activation in a functionally connected motor network following motor sequence learning after subcortical stroke
    Wadden, K. P.
    Metzak, P. D.
    Lavigne, K. M.
    Boyd, L. A.
    Woodward, T. S.
    [J]. STROKE, 2012, 43 (11) : E134 - E134
  • [2] Motor Imagery After Stroke: Relating Outcome to Motor Network Connectivity
    Sharma, Nikhil
    Baron, Jean-Claude
    Rowe, James B.
    [J]. ANNALS OF NEUROLOGY, 2009, 66 (05) : 604 - 616
  • [3] Implicit Sequence-Specific Motor Learning After Subcortical Stroke is Associated with Increased Prefrontal Brain Activations: An fMRI Study
    Meehan, Sean K.
    Randhawa, Bubblepreet
    Wessel, Brenda
    Boyd, Lara A.
    [J]. HUMAN BRAIN MAPPING, 2011, 32 (02) : 290 - 303
  • [4] Brain Connectivity Plasticity in the Motor Network after Ischemic Stroke
    Jiang, Lin
    Xu, Huijuan
    Yu, Chunshui
    [J]. NEURAL PLASTICITY, 2013, 2013
  • [5] The importance of different learning stages for motor sequence learning after stroke
    Dahms, Christiane
    Brodoehl, Stefan
    Witte, Otto W.
    Klingner, Carsten M.
    [J]. HUMAN BRAIN MAPPING, 2020, 41 (01) : 270 - 286
  • [6] Structural connectivity changes in the motor execution network after stroke rehabilitation
    Arachchige, Pradeepa Ruwan Wanni
    Karunarathna, Sadhani
    Meidian, Abdul Chalik
    Ueda, Ryo
    Uchida, Wataru
    Abo, Masahiro
    Senoo, Atsushi
    [J]. RESTORATIVE NEUROLOGY AND NEUROSCIENCE, 2021, 39 (04) : 237 - 245
  • [7] Alteration and Role of Interhemispheric and Intrahemispheric Connectivity in Motor Network After Stroke
    Lee, Jungsoo
    Park, Eunhee
    Lee, Ahee
    Chang, Won Hyuk
    Kim, Dae-Shik
    Kim, Yun-Hee
    [J]. BRAIN TOPOGRAPHY, 2018, 31 (04) : 708 - 719
  • [8] Explicit motor sequence learning with the paretic arm after stroke
    Fleming, Melanie K.
    Newham, Di J.
    Rothwell, John C.
    [J]. DISABILITY AND REHABILITATION, 2018, 40 (03) : 323 - 328
  • [9] Explicit motor sequence learning after stroke: a neuropsychological study
    Cristina Russo
    Laura Veronelli
    Carlotta Casati
    Alessia Monti
    Laura Perucca
    Francesco Ferraro
    Massimo Corbo
    Giuseppe Vallar
    Nadia Bolognini
    [J]. Experimental Brain Research, 2021, 239 : 2303 - 2316
  • [10] Alteration and Role of Interhemispheric and Intrahemispheric Connectivity in Motor Network After Stroke
    Jungsoo Lee
    Eunhee Park
    Ahee Lee
    Won Hyuk Chang
    Dae-Shik Kim
    Yun-Hee Kim
    [J]. Brain Topography, 2018, 31 : 708 - 719