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Altered Effective Connectivity of the Primary Motor Cortex in Stroke: A Resting-State fMRI Study with Granger Causality Analysis

The primary motor cortex (M1) is often abnormally recruited in stroke patients with motor disabilities. However, little is known about the alterations in the causal connectivity of M1 following stroke. The purpose of the present study was to investigate whether the effective connectivity of the ipsi...

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Autores principales: Zhao, Zhiyong, Wang, Xiangmin, Fan, Mingxia, Yin, Dazhi, Sun, Limin, Jia, Jie, Tang, Chaozheng, Zheng, Xiaohui, Jiang, Yuwei, Wu, Jie, Gong, Jiayu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5112988/
https://www.ncbi.nlm.nih.gov/pubmed/27846290
http://dx.doi.org/10.1371/journal.pone.0166210
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author Zhao, Zhiyong
Wang, Xiangmin
Fan, Mingxia
Yin, Dazhi
Sun, Limin
Jia, Jie
Tang, Chaozheng
Zheng, Xiaohui
Jiang, Yuwei
Wu, Jie
Gong, Jiayu
author_facet Zhao, Zhiyong
Wang, Xiangmin
Fan, Mingxia
Yin, Dazhi
Sun, Limin
Jia, Jie
Tang, Chaozheng
Zheng, Xiaohui
Jiang, Yuwei
Wu, Jie
Gong, Jiayu
author_sort Zhao, Zhiyong
collection PubMed
description The primary motor cortex (M1) is often abnormally recruited in stroke patients with motor disabilities. However, little is known about the alterations in the causal connectivity of M1 following stroke. The purpose of the present study was to investigate whether the effective connectivity of the ipsilesional M1 is disturbed in stroke patients who show different outcomes in hand motor function. 23 patients with left-hemisphere subcortical stroke were selected and divided into two subgroups: partially paralyzed hands (PPH) and completely paralyzed hands (CPH). Further, 24 matched healthy controls (HCs) were recruited. A voxel-wise Granger causality analysis (GCA) on the resting-state fMRI data between the ipsilesional M1 and the whole brain was performed to explore differences between the three groups. Our results showed that the influence from the frontoparietal cortices to ipsilesional M1 was diminished in both stroke subgroups and the influence from ipsilesional M1 to the sensorimotor cortices decreased greater in the CPH group than in the PPH group. Moreover, compared with the PPH group, the decreased influence from ipsilesional M1 to the contralesional cerebellum and from the contralesional superior parietal lobe to ipsilesional M1 were observed in the CPH group, and their GCA values were positively correlated with the FMA scores; Conversely, the increased influence from ipsilesional M1 to the ipsilesional middle frontal gyrus and middle temporal gyrus were observed, whose GCA values were negatively correlated with the FMA scores. This study suggests that the abnormalities of casual flow in the ipsilesional M1 are related to the severity of stroke-hand dysfunction, providing valuable information to understand the deficits in resting-state effective connectivity of motor execution and the frontoparietal motor control network during brain plasticity following stroke.
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spelling pubmed-51129882016-12-08 Altered Effective Connectivity of the Primary Motor Cortex in Stroke: A Resting-State fMRI Study with Granger Causality Analysis Zhao, Zhiyong Wang, Xiangmin Fan, Mingxia Yin, Dazhi Sun, Limin Jia, Jie Tang, Chaozheng Zheng, Xiaohui Jiang, Yuwei Wu, Jie Gong, Jiayu PLoS One Research Article The primary motor cortex (M1) is often abnormally recruited in stroke patients with motor disabilities. However, little is known about the alterations in the causal connectivity of M1 following stroke. The purpose of the present study was to investigate whether the effective connectivity of the ipsilesional M1 is disturbed in stroke patients who show different outcomes in hand motor function. 23 patients with left-hemisphere subcortical stroke were selected and divided into two subgroups: partially paralyzed hands (PPH) and completely paralyzed hands (CPH). Further, 24 matched healthy controls (HCs) were recruited. A voxel-wise Granger causality analysis (GCA) on the resting-state fMRI data between the ipsilesional M1 and the whole brain was performed to explore differences between the three groups. Our results showed that the influence from the frontoparietal cortices to ipsilesional M1 was diminished in both stroke subgroups and the influence from ipsilesional M1 to the sensorimotor cortices decreased greater in the CPH group than in the PPH group. Moreover, compared with the PPH group, the decreased influence from ipsilesional M1 to the contralesional cerebellum and from the contralesional superior parietal lobe to ipsilesional M1 were observed in the CPH group, and their GCA values were positively correlated with the FMA scores; Conversely, the increased influence from ipsilesional M1 to the ipsilesional middle frontal gyrus and middle temporal gyrus were observed, whose GCA values were negatively correlated with the FMA scores. This study suggests that the abnormalities of casual flow in the ipsilesional M1 are related to the severity of stroke-hand dysfunction, providing valuable information to understand the deficits in resting-state effective connectivity of motor execution and the frontoparietal motor control network during brain plasticity following stroke. Public Library of Science 2016-11-15 /pmc/articles/PMC5112988/ /pubmed/27846290 http://dx.doi.org/10.1371/journal.pone.0166210 Text en © 2016 Zhao et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Zhao, Zhiyong
Wang, Xiangmin
Fan, Mingxia
Yin, Dazhi
Sun, Limin
Jia, Jie
Tang, Chaozheng
Zheng, Xiaohui
Jiang, Yuwei
Wu, Jie
Gong, Jiayu
Altered Effective Connectivity of the Primary Motor Cortex in Stroke: A Resting-State fMRI Study with Granger Causality Analysis
title Altered Effective Connectivity of the Primary Motor Cortex in Stroke: A Resting-State fMRI Study with Granger Causality Analysis
title_full Altered Effective Connectivity of the Primary Motor Cortex in Stroke: A Resting-State fMRI Study with Granger Causality Analysis
title_fullStr Altered Effective Connectivity of the Primary Motor Cortex in Stroke: A Resting-State fMRI Study with Granger Causality Analysis
title_full_unstemmed Altered Effective Connectivity of the Primary Motor Cortex in Stroke: A Resting-State fMRI Study with Granger Causality Analysis
title_short Altered Effective Connectivity of the Primary Motor Cortex in Stroke: A Resting-State fMRI Study with Granger Causality Analysis
title_sort altered effective connectivity of the primary motor cortex in stroke: a resting-state fmri study with granger causality analysis
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5112988/
https://www.ncbi.nlm.nih.gov/pubmed/27846290
http://dx.doi.org/10.1371/journal.pone.0166210
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