Differential Amplitude of Low-Frequency Fluctuations in brain networks after BCI Training with and without tDCS in Stroke

被引:0
作者
Hu, Mengjiao [1 ,2 ]
Ji, Fang [2 ]
Lu, Zhongkang [3 ]
Huang, Weimin [3 ]
Khosrowabadi, Reza [2 ]
Zhao, Ling [4 ]
Ang, Kai Keng [3 ]
Phua, Kok Soon [3 ]
Nasrallah, Fatima Ali [5 ,8 ,9 ]
Chuang, Kai-Hsiang [5 ,6 ,7 ,8 ,9 ]
Stephenson, Mary C. [6 ,7 ]
Totman, John [6 ,7 ]
Jiang, Xudong [10 ]
Chew, Effie [4 ]
Guan, Cuntai [11 ]
Zhou, Juan [2 ,6 ,7 ]
机构
[1] Nanyang Technol Univ, Interdisciplinary Grad Sch, NTU Inst Hlth Technol, Singapore, Singapore
[2] Duke Natl Univ Singapore, Ctr Cognit Neurosci, Neurosci & Behav Disorders Programme, Med Sch, Singapore, Singapore
[3] Agcy Sci Technol & Res, Inst Infocomm Res, Singapore, Singapore
[4] Natl Univ Hlth Syst, Univ Med Cluster, Div Neurol, Singapore, Singapore
[5] Agcy Sci Technol & Res, Singapore Bioimaging Consortium, Singapore, Singapore
[6] Agcy Sci Technol & Res, Clin Imaging Res Ctr, Singapore, Singapore
[7] Natl Univ Singapore, Singapore, Singapore
[8] Univ Queensland, Queensland Brain Inst, Brisbane, Qld, Australia
[9] Univ Queensland, Ctr Adv Imaging, Brisbane, Qld, Australia
[10] Nanyang Technol Univ, Elect & Elect Engn, Singapore, Singapore
[11] Nanyang Technol Univ, Sch Comp Sci & Engn, Singapore, Singapore
来源
2018 40TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC) | 2018年
基金
英国医学研究理事会;
关键词
DIRECT-CURRENT STIMULATION; MOTOR IMAGERY BCI; UPPER-LIMB; FUNCTIONAL CONNECTIVITY; DEFAULT MODE; REHABILITATION; RECOVERY; MOVEMENT;
D O I
暂无
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Mapping the brain alterations post stroke and post intervention is important for rehabilitation therapy development. Previous work has shown changes in functional connectivity based on resting-state fMRI, structural connectivity derived from diffusion MRI and perfusion as a result of brain-computer interface-assisted motor imagery (MI-BCI) and transcranial direct current stimulation (tDCS) in upper-limb stroke rehabilitation. Besides functional connectivity, regional amplitude of local low-frequency fluctuations (ALFF) may provide complementary information on the underlying neural mechanism in disease. Yet, findings on spontaneous brain activity during resting-state in stroke patients after intervention are limited and inconsistent. Here, we sought to investigate the different brain alteration patterns induced by tDCS compared to MI-BCI for upper-limb rehabilitation in chronic stroke patients using resting-state fMRI-based ALFF method. Our results suggested that stroke patients have lower ALFF in the ipsilesional somatomotor network compared to controls at baseline. Increased ALFF at contralesional somatomotor network and alterations in higher-level cognitive networks such as the default mode network (DMN) and salience networks accompany motor recovery after intervention; though the MI-BCI alone group and MI-BCI combined with tDCS group exhibit differential patterns.
引用
收藏
页码:1050 / 1053
页数:4
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