Reduced Complexity in Stroke with Motor Deficits: A Resting-State fMRI Study

被引:21
作者
Liang, Liuke [1 ]
Hu, Rongliang [3 ]
Luo, Xuemao [2 ]
Feng, Bao [2 ]
Long, Wansheng [2 ]
Song, Rong [1 ,4 ]
机构
[1] Sun Yat Sen Univ, Sch Biomed Engn, Key Lab Sensing Technol & Biomed Instrument Guang, Guangzhou 510006, Peoples R China
[2] Jiangmen Cent Hosp, Dept Radiol, Jiangmen, Guangdong, Peoples R China
[3] Jiangmen Cent Hosp, Dept Rehabil Med, Jiangmen, Guangdong, Peoples R China
[4] Sun Yat Sen Univ, Shenzhen Res Inst, Shenzhen, Guangdong, Peoples R China
关键词
motor deficits; stroke; resting-state fMRI; brain entropy; sample entropy; Complexity; FUNCTIONAL CONNECTIVITY; REGIONAL HOMOGENEITY; APPROXIMATE ENTROPY; ALZHEIMERS-DISEASE; NEURONAL-ACTIVITY; BRAIN ACTIVITY; RECOVERY; REORGANIZATION; ACTIVATION; MOVEMENT;
D O I
10.1016/j.neuroscience.2020.03.020
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Recently, alterations of complexity due to brain disorders have been demonstrated using brain entropy (BEN), while the changes of brain complexity in stroke, a common cerebrovascular disease, remain unclear. In this research, resting-state functional magnetic resonance imaging (fMRI) was performed to explore the alterations of brain complexity using BEN in twenty stroke patients with motor deficits and nineteen matched healthy controls. The sample entropy (SampEn) was applied to build the BEN mapping for each participant. Compared with healthy controls, stroke patients exhibited lower BEN values in the contralesional precentral gyrus (preCG), bilateral dorsolateral frontal gyrus (SFGdor) and bilateral supplementary motor area (SMA). Moreover, significantly positive correlations between BEN values and Fugl-Meyer Assessment scores were detected in the ipsilesional SFGdor and ipsilesional SMA. Mutual information independence was observed between BEN and regional homogeneity (ReHo), amplitude of low-frequency fluctuations (ALFF), respectively, in the stroke patients. Our findings implied that brain complexity had been impacted after stroke, and also suggested that BEN could be a complementary tool for evaluating the motor impairment after stroke. (C) 2020 IBRO. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:35 / 43
页数:9
相关论文
共 66 条
  • [1] Cost function masking during normalization of brains with focal lesions: Still a necessity?
    Andersen, Sarah M.
    Rapcsak, Steven Z.
    Beeson, Pelagie M.
    [J]. NEUROIMAGE, 2010, 53 (01) : 78 - 84
  • [2] Unified segmentation
    Ashburner, J
    Friston, KJ
    [J]. NEUROIMAGE, 2005, 26 (03) : 839 - 851
  • [3] Understanding complexity in the human brain
    Bassett, Danielle S.
    Gazzaniga, Michael S.
    [J]. TRENDS IN COGNITIVE SCIENCES, 2011, 15 (05) : 200 - 209
  • [4] EEG complexity as a biomarker for autism spectrum disorder risk
    Bosl, William
    Tierney, Adrienne
    Tager-Flusberg, Helen
    Nelson, Charles
    [J]. BMC MEDICINE, 2011, 9
  • [5] The relationship between motor deficit and primary motor cortex hemispheric activation balance after stroke: longitudinal fMRI study
    Calautti, C.
    Jones, P. S.
    Naccarato, M.
    Sharma, N.
    Day, D. J.
    Bullmore, E. T.
    Warburton, E. A.
    Baron, J-C
    [J]. JOURNAL OF NEUROLOGY NEUROSURGERY AND PSYCHIATRY, 2010, 81 (07) : 788 - 792
  • [6] Analysis of fMRI and finger tracking training in subjects with chronic stroke
    Carey, JR
    Kimberley, TJ
    Lewis, SM
    Auerbach, EJ
    Dorsey, L
    Rundquist, P
    Ugurbil, K
    [J]. BRAIN, 2002, 125 : 773 - 788
  • [7] New patterns of intracortical projections after focal cortical stroke
    Carmichael, ST
    Wei, L
    Rovainen, CM
    Woolsey, TA
    [J]. NEUROBIOLOGY OF DISEASE, 2001, 8 (05) : 910 - 922
  • [8] Atypical EEG complexity in autism spectrum conditions: A multiscale entropy analysis
    Catarino, Ana
    Churches, Owen
    Baron-Cohen, Simon
    Andrade, Alexandre
    Ring, Howard
    [J]. CLINICAL NEUROPHYSIOLOGY, 2011, 122 (12) : 2375 - 2383
  • [9] Chen Y., 2018, ELECTROCHIM ACTA, V9, P131
  • [10] Extensive cortical rewiring after brain injury
    Dancause, N
    Barbay, S
    Frost, SB
    Plautz, EJ
    Chen, DF
    Zoubina, EV
    Stowe, AM
    Nudo, RJ
    [J]. JOURNAL OF NEUROSCIENCE, 2005, 25 (44) : 10167 - 10179