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

被引:24
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
美国国家卫生研究院; 加拿大健康研究院; 加拿大自然科学与工程研究理事会;
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
010107 [宗教学]; 030301 [社会学]; 070906 [古生物学及地层学(含古人类学)];
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
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