Interhemispheric Functional Connectivity in the Primary Motor Cortex Assessed by Resting-State Functional Magnetic Resonance Imaging Aids Long-Term Recovery Prediction among Subacute Stroke Patients with Severe Hand Weakness

This study aimed to evaluate the usefulness of interhemispheric functional connectivity (FC) as a predictor of motor recovery in severe hand impairment and to determine the cutoff FC level as a clinically useful parameter. Patients with stroke (<i>n</i> = 22; age, 59.9 ± 13.7 years) who...

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Main Authors: Yu-Sun Min, Jang Woo Park, Eunhee Park, Ae-Ryoung Kim, Hyunsil Cha, Dae-Won Gwak, Seung-Hwan Jung, Yongmin Chang, Tae-Du Jung
Format: Article
Language:English
Published: MDPI AG 2020-04-01
Series:Journal of Clinical Medicine
Subjects:
Online Access:https://www.mdpi.com/2077-0383/9/4/975
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spelling doaj-ae5652c5e103445aa92ae2d0b78c273b2020-11-25T03:10:55ZengMDPI AGJournal of Clinical Medicine2077-03832020-04-01997597510.3390/jcm9040975Interhemispheric Functional Connectivity in the Primary Motor Cortex Assessed by Resting-State Functional Magnetic Resonance Imaging Aids Long-Term Recovery Prediction among Subacute Stroke Patients with Severe Hand WeaknessYu-Sun Min0Jang Woo Park1Eunhee Park2Ae-Ryoung Kim3Hyunsil Cha4Dae-Won Gwak5Seung-Hwan Jung6Yongmin Chang7Tae-Du Jung8Department of Rehabilitation Medicine, School of Medicine, Kyungpook National University, Daegu 41944, KoreaDepartment of Medical & Biological Engineering, Kyungpook National University, Daegu 41944, KoreaDepartment of Rehabilitation Medicine, School of Medicine, Kyungpook National University, Daegu 41944, KoreaDepartment of Rehabilitation Medicine, School of Medicine, Kyungpook National University, Daegu 41944, KoreaDepartment of Medical & Biological Engineering, Kyungpook National University, Daegu 41944, KoreaDepartment of Rehabilitation Medicine, Kyungpook National University Hospital, Daegu 41944, KoreaDepartment of Rehabilitation Medicine, Kyungpook National University Hospital, Daegu 41944, KoreaDepartment of Medical & Biological Engineering, Kyungpook National University, Daegu 41944, KoreaDepartment of Rehabilitation Medicine, School of Medicine, Kyungpook National University, Daegu 41944, KoreaThis study aimed to evaluate the usefulness of interhemispheric functional connectivity (FC) as a predictor of motor recovery in severe hand impairment and to determine the cutoff FC level as a clinically useful parameter. Patients with stroke (<i>n</i> = 22; age, 59.9 ± 13.7 years) who presented with unilateral severe upper-limb paresis and were confirmed to elicit no motor-evoked potential responses were selected. FC was measured using resting-state functional magnetic resonance imaging (rsfMRI) scans at 1 month from stroke onset. The good recovery group showed a higher FC value than the poor recovery group (<i>p</i> = 0.034). In contrast, there was no statistical difference in FC value between the good recovery and healthy control groups (<i>p</i> = 0.182). Additionally, the healthy control group showed a higher FC value than that shown by the poor recovery group (<i>p</i> = 0.0002). Good and poor recovery were determined based on Brunnstrom stage of upper-limb function at 6 months as the standard, and receiver operating characteristic curve indicated that a cutoff score of 0.013 had the greatest prognostic ability. In conclusion, interhemispheric FC measurement using rsfMRI scans may provide useful clinical information for predicting hand motor recovery during stroke rehabilitation.https://www.mdpi.com/2077-0383/9/4/975functional magnetic resonance imagingneuronal plasticityrecovery of functionstrokemotor cortex
collection DOAJ
language English
format Article
sources DOAJ
author Yu-Sun Min
Jang Woo Park
Eunhee Park
Ae-Ryoung Kim
Hyunsil Cha
Dae-Won Gwak
Seung-Hwan Jung
Yongmin Chang
Tae-Du Jung
spellingShingle Yu-Sun Min
Jang Woo Park
Eunhee Park
Ae-Ryoung Kim
Hyunsil Cha
Dae-Won Gwak
Seung-Hwan Jung
Yongmin Chang
Tae-Du Jung
Interhemispheric Functional Connectivity in the Primary Motor Cortex Assessed by Resting-State Functional Magnetic Resonance Imaging Aids Long-Term Recovery Prediction among Subacute Stroke Patients with Severe Hand Weakness
Journal of Clinical Medicine
functional magnetic resonance imaging
neuronal plasticity
recovery of function
stroke
motor cortex
author_facet Yu-Sun Min
Jang Woo Park
Eunhee Park
Ae-Ryoung Kim
Hyunsil Cha
Dae-Won Gwak
Seung-Hwan Jung
Yongmin Chang
Tae-Du Jung
author_sort Yu-Sun Min
title Interhemispheric Functional Connectivity in the Primary Motor Cortex Assessed by Resting-State Functional Magnetic Resonance Imaging Aids Long-Term Recovery Prediction among Subacute Stroke Patients with Severe Hand Weakness
title_short Interhemispheric Functional Connectivity in the Primary Motor Cortex Assessed by Resting-State Functional Magnetic Resonance Imaging Aids Long-Term Recovery Prediction among Subacute Stroke Patients with Severe Hand Weakness
title_full Interhemispheric Functional Connectivity in the Primary Motor Cortex Assessed by Resting-State Functional Magnetic Resonance Imaging Aids Long-Term Recovery Prediction among Subacute Stroke Patients with Severe Hand Weakness
title_fullStr Interhemispheric Functional Connectivity in the Primary Motor Cortex Assessed by Resting-State Functional Magnetic Resonance Imaging Aids Long-Term Recovery Prediction among Subacute Stroke Patients with Severe Hand Weakness
title_full_unstemmed Interhemispheric Functional Connectivity in the Primary Motor Cortex Assessed by Resting-State Functional Magnetic Resonance Imaging Aids Long-Term Recovery Prediction among Subacute Stroke Patients with Severe Hand Weakness
title_sort interhemispheric functional connectivity in the primary motor cortex assessed by resting-state functional magnetic resonance imaging aids long-term recovery prediction among subacute stroke patients with severe hand weakness
publisher MDPI AG
series Journal of Clinical Medicine
issn 2077-0383
publishDate 2020-04-01
description This study aimed to evaluate the usefulness of interhemispheric functional connectivity (FC) as a predictor of motor recovery in severe hand impairment and to determine the cutoff FC level as a clinically useful parameter. Patients with stroke (<i>n</i> = 22; age, 59.9 ± 13.7 years) who presented with unilateral severe upper-limb paresis and were confirmed to elicit no motor-evoked potential responses were selected. FC was measured using resting-state functional magnetic resonance imaging (rsfMRI) scans at 1 month from stroke onset. The good recovery group showed a higher FC value than the poor recovery group (<i>p</i> = 0.034). In contrast, there was no statistical difference in FC value between the good recovery and healthy control groups (<i>p</i> = 0.182). Additionally, the healthy control group showed a higher FC value than that shown by the poor recovery group (<i>p</i> = 0.0002). Good and poor recovery were determined based on Brunnstrom stage of upper-limb function at 6 months as the standard, and receiver operating characteristic curve indicated that a cutoff score of 0.013 had the greatest prognostic ability. In conclusion, interhemispheric FC measurement using rsfMRI scans may provide useful clinical information for predicting hand motor recovery during stroke rehabilitation.
topic functional magnetic resonance imaging
neuronal plasticity
recovery of function
stroke
motor cortex
url https://www.mdpi.com/2077-0383/9/4/975
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