Models to Tailor Brain Stimulation Therapies in Stroke

A great challenge facing stroke rehabilitation is the lack of information on how to derive targeted therapies. As such, techniques once considered promising, such as brain stimulation, have demonstrated mixed efficacy across heterogeneous samples in clinical studies. Here, we explain reasons, citing...

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Main Authors: E. B. Plow, V. Sankarasubramanian, D. A. Cunningham, K. Potter-Baker, N. Varnerin, L. G. Cohen, A. Sterr, A. B. Conforto, A. G. Machado
Format: Article
Language:English
Published: Hindawi Limited 2016-01-01
Series:Neural Plasticity
Online Access:http://dx.doi.org/10.1155/2016/4071620
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spelling doaj-655086ae7fc847eda1d35368b38a00cf2020-11-24T22:30:08ZengHindawi LimitedNeural Plasticity2090-59041687-54432016-01-01201610.1155/2016/40716204071620Models to Tailor Brain Stimulation Therapies in StrokeE. B. Plow0V. Sankarasubramanian1D. A. Cunningham2K. Potter-Baker3N. Varnerin4L. G. Cohen5A. Sterr6A. B. Conforto7A. G. Machado8Department of Biomedical Engineering, Lerner Research Institute, Cleveland Clinic Foundation, Cleveland, OH 44195, USADepartment of Biomedical Engineering, Lerner Research Institute, Cleveland Clinic Foundation, Cleveland, OH 44195, USADepartment of Biomedical Engineering, Lerner Research Institute, Cleveland Clinic Foundation, Cleveland, OH 44195, USADepartment of Biomedical Engineering, Lerner Research Institute, Cleveland Clinic Foundation, Cleveland, OH 44195, USADepartment of Biomedical Engineering, Lerner Research Institute, Cleveland Clinic Foundation, Cleveland, OH 44195, USAHuman Cortical Physiology and Stroke Neurorehabilitation Section, National Institute of Neurological Disorders and Stroke, NIH, Bethesda, MD 20892, USAUniversity of Surrey, Guildford, Surrey GU2 7XH, UKNeurology Clinical Division, Neurology Department, Hospital das Clinicas, Sao Paulo University, 05508-090 Sao Paulo, SP, BrazilCenter for Neurological Restoration, Neurosurgery, Neurological Institute, Cleveland Clinic Foundation, Cleveland Clinic, Cleveland, OH 44195, USAA great challenge facing stroke rehabilitation is the lack of information on how to derive targeted therapies. As such, techniques once considered promising, such as brain stimulation, have demonstrated mixed efficacy across heterogeneous samples in clinical studies. Here, we explain reasons, citing its one-type-suits-all approach as the primary cause of variable efficacy. We present evidence supporting the role of alternate substrates, which can be targeted instead in patients with greater damage and deficit. Building on this groundwork, this review will also discuss different frameworks on how to tailor brain stimulation therapies. To the best of our knowledge, our report is the first instance that enumerates and compares across theoretical models from upper limb recovery and conditions like aphasia and depression. Here, we explain how different models capture heterogeneity across patients and how they can be used to predict which patients would best respond to what treatments to develop targeted, individualized brain stimulation therapies. Our intent is to weigh pros and cons of testing each type of model so brain stimulation is successfully tailored to maximize upper limb recovery in stroke.http://dx.doi.org/10.1155/2016/4071620
collection DOAJ
language English
format Article
sources DOAJ
author E. B. Plow
V. Sankarasubramanian
D. A. Cunningham
K. Potter-Baker
N. Varnerin
L. G. Cohen
A. Sterr
A. B. Conforto
A. G. Machado
spellingShingle E. B. Plow
V. Sankarasubramanian
D. A. Cunningham
K. Potter-Baker
N. Varnerin
L. G. Cohen
A. Sterr
A. B. Conforto
A. G. Machado
Models to Tailor Brain Stimulation Therapies in Stroke
Neural Plasticity
author_facet E. B. Plow
V. Sankarasubramanian
D. A. Cunningham
K. Potter-Baker
N. Varnerin
L. G. Cohen
A. Sterr
A. B. Conforto
A. G. Machado
author_sort E. B. Plow
title Models to Tailor Brain Stimulation Therapies in Stroke
title_short Models to Tailor Brain Stimulation Therapies in Stroke
title_full Models to Tailor Brain Stimulation Therapies in Stroke
title_fullStr Models to Tailor Brain Stimulation Therapies in Stroke
title_full_unstemmed Models to Tailor Brain Stimulation Therapies in Stroke
title_sort models to tailor brain stimulation therapies in stroke
publisher Hindawi Limited
series Neural Plasticity
issn 2090-5904
1687-5443
publishDate 2016-01-01
description A great challenge facing stroke rehabilitation is the lack of information on how to derive targeted therapies. As such, techniques once considered promising, such as brain stimulation, have demonstrated mixed efficacy across heterogeneous samples in clinical studies. Here, we explain reasons, citing its one-type-suits-all approach as the primary cause of variable efficacy. We present evidence supporting the role of alternate substrates, which can be targeted instead in patients with greater damage and deficit. Building on this groundwork, this review will also discuss different frameworks on how to tailor brain stimulation therapies. To the best of our knowledge, our report is the first instance that enumerates and compares across theoretical models from upper limb recovery and conditions like aphasia and depression. Here, we explain how different models capture heterogeneity across patients and how they can be used to predict which patients would best respond to what treatments to develop targeted, individualized brain stimulation therapies. Our intent is to weigh pros and cons of testing each type of model so brain stimulation is successfully tailored to maximize upper limb recovery in stroke.
url http://dx.doi.org/10.1155/2016/4071620
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