Diverse functional connectivity patterns of resting-state brain networks associated with good and poor hand outcomes following stroke

被引:19
作者
Hong, Wenjun [1 ]
Lin, Qixiang [3 ]
Cui, Zaixu [4 ]
Liu, Feiwen [7 ]
Xu, Rong [1 ]
Tang, Chaozheng [2 ,5 ,6 ]
机构
[1] Nanjing Univ, Med Sch, Affiliated Hosp, Nanjing Drum Tower Hosp,Dept Rehabil Med, Nanjing 210008, Jiangsu, Peoples R China
[2] Natl Hlth Commiss Peoples Republ China, Capac Bldg & Continuing Educ Ctr, Beijing 100191, Peoples R China
[3] Emory Univ, Sch Med, Dept Neurol, Atlanta, GA 30322 USA
[4] Univ Penn, Perelman Sch Med, Dept Psychiat, Philadelphia, PA 19104 USA
[5] Fudan Univ, Huashan Hosp, Dept Rehabil Med, Shanghai, Peoples R China
[6] Beijing Normal Univ, State Key Lab Cognit Neurosci & Learning, Beijing, Peoples R China
[7] Chengdu Second Peoples Hosp, Dept Rehabil Med, Chengdu, Sichuan, Peoples R China
关键词
Functional connectivity; Independent component analysis; ICA; Resting-state functional magnetic resonance imaging; Functional brain network; Stroke; MOTOR RECOVERY; ALZHEIMERS-DISEASE; LESION LOAD; REORGANIZATION; CORTEX; STIMULATION; DYSFUNCTION; ACTIVATION; METAANALYSIS; PREDICTION;
D O I
10.1016/j.nicl.2019.102065
中图分类号
R445 [影像诊断学];
学科分类号
100207 ;
摘要
Motor stroke has been characterized by disruptions in multiple large-scale functional brain networks. However, it remains unclear whether stroke patients with good hand outcomes show different connectivity profiles within and between networks from those with poor hand outcomes. In this cross-sectional study, we recruited 52 chronic subcortical stroke patients [illness duration (mean +/- SD): 16 +/- 16.2 months] and 52 healthy controls from the local hospital and community from June 2010 to August 2016. We first performed independent component analysis (ICA) on resting-state fMRI data to extract fifteen resting-state networks. Then, we compared the functional connectivity within and between networks across 52 healthy controls, 26 patients with a partially paralyzed hand (PPH), and 26 patients with a completely paralyzed hand (CPH). Compared to the patients with a PPH, the patients with a CPH showed increased connectivity in the contralesional sensorimotor cortex within the contralesional sensorimotor network; the increased connectivity was negatively correlated with the performance of the paretic hand. Moreover, the patients with a CPH, compared to those with a PPH, showed decreased strengths of connectivity between the ipsilesional sensorimotor network and both the dorsal sensorimotor network and ventral visual network; the decreased strengths of connectivity were positively correlated with the performance of the paretic hand. Collectively, our findings suggest that stroke patients with different hand outcomes show distinct functional reorganization patterns in large-scale brain networks. These findings shed light on the network-level neuromechanisms that help explain why stroke survivors in the chronic stage show different hand outcomes.
引用
收藏
页数:10
相关论文
共 68 条
[1]   Cost function masking during normalization of brains with focal lesions: Still a necessity? [J].
Andersen, Sarah M. ;
Rapcsak, Steven Z. ;
Beeson, Pelagie M. .
NEUROIMAGE, 2010, 53 (01) :78-84
[2]   Unified segmentation [J].
Ashburner, J ;
Friston, KJ .
NEUROIMAGE, 2005, 26 (03) :839-851
[3]   FUNCTIONAL CONNECTIVITY IN THE MOTOR CORTEX OF RESTING HUMAN BRAIN USING ECHO-PLANAR MRI [J].
BISWAL, B ;
YETKIN, FZ ;
HAUGHTON, VM ;
HYDE, JS .
MAGNETIC RESONANCE IN MEDICINE, 1995, 34 (04) :537-541
[4]   Investigating the electrophysiological basis of resting state networks using magnetoencephalography [J].
Brookes, Matthew J. ;
Woolrich, Mark ;
Luckhoo, Henry ;
Price, Darren ;
Hale, Joanne R. ;
Stephenson, Mary C. ;
Barnes, Gareth R. ;
Smith, Stephen M. ;
Morris, Peter G. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2011, 108 (40) :16783-16788
[5]   The relationship between motor deficit and hemisphere activation balance after stroke: A 3T fMRI study [J].
Calautti, Cinzia ;
Naccarato, Mareello ;
Jones, Peter S. ;
Sharma, Nikhil ;
Day, Diana D. ;
Carpenter, Adrian T. ;
Bullmore, Edward T. ;
Warburton, Elizabeth A. ;
Baron, Jean-Claude .
NEUROIMAGE, 2007, 34 (01) :322-331
[6]   Upstream Dysfunction of Somatomotor Functional Connectivity After Corticospinal Damage in Stroke [J].
Carter, Alex R. ;
Patel, Kevin R. ;
Astafiev, Serguei V. ;
Snyder, Abraham Z. ;
Rengachary, Jennifer ;
Strube, Michael J. ;
Pope, Anna ;
Shimony, Joshua S. ;
Lang, Catherine E. ;
Shulman, Gordon L. ;
Corbetta, Maurizio .
NEUROREHABILITATION AND NEURAL REPAIR, 2012, 26 (01) :7-19
[7]   Resting Interhemispheric Functional Magnetic Resonance Imaging Connectivity Predicts Performance after Stroke [J].
Carter, Alex R. ;
Astafiev, Serguei V. ;
Lang, Catherine E. ;
Connor, Lisa T. ;
Rengachary, Jennifer ;
Strube, Michael J. ;
Pope, Daniel L. W. ;
Shulman, Gordon L. ;
Corbetta, Maurizio .
ANNALS OF NEUROLOGY, 2010, 67 (03) :365-375
[8]   Common Behavioral Clusters and Subcortical Anatomy in Stroke [J].
Corbetta, Maurizio ;
Ramsey, Lenny ;
Callejas, Alicia ;
Baldassarre, Antonello ;
Hacker, Carl D. ;
Siegel, Joshua S. ;
Astafiev, Serguei V. ;
Rengachary, Jennifer ;
Zinn, Kristina ;
Lang, Catherine E. ;
Connor, Lisa Tabor ;
Fucetola, Robert ;
Strube, Michael ;
Carter, Alex R. ;
Shulman, Gordon L. .
NEURON, 2015, 85 (05) :927-941
[9]   Consistent resting-state networks across healthy subjects [J].
Damoiseaux, J. S. ;
Rombouts, S. A. R. B. ;
Barkhof, F. ;
Scheltens, P. ;
Stam, C. J. ;
Smith, S. M. ;
Beckmann, C. F. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2006, 103 (37) :13848-13853
[10]   Temporal dynamics of spontaneous MEG activity in brain networks [J].
de Pasquale, Francesco ;
Della Penna, Stefania ;
Snyder, Abraham Z. ;
Lewis, Christopher ;
Mantini, Dante ;
Marzetti, Laura ;
Belardinelli, Paolo ;
Ciancetta, Luca ;
Pizzella, Vittorio ;
Romani, Gian Luca ;
Corbetta, Maurizio .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2010, 107 (13) :6040-6045