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Interpreting Intervention Induced Neuroplasticity with fMRI: The Case for Multimodal Imaging Strategies

Direct measurement of recovery from brain injury is an important goal in neurorehabilitation, and requires reliable, objective, and interpretable measures of changes in brain function, referred to generally as “neuroplasticity.” One popular imaging modality for measuring neuroplasticity is task-base...

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Detalles Bibliográficos
Autores principales: Reid, Lee B., Boyd, Roslyn N., Cunnington, Ross, Rose, Stephen E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4709757/
https://www.ncbi.nlm.nih.gov/pubmed/26839711
http://dx.doi.org/10.1155/2016/2643491
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author Reid, Lee B.
Boyd, Roslyn N.
Cunnington, Ross
Rose, Stephen E.
author_facet Reid, Lee B.
Boyd, Roslyn N.
Cunnington, Ross
Rose, Stephen E.
author_sort Reid, Lee B.
collection PubMed
description Direct measurement of recovery from brain injury is an important goal in neurorehabilitation, and requires reliable, objective, and interpretable measures of changes in brain function, referred to generally as “neuroplasticity.” One popular imaging modality for measuring neuroplasticity is task-based functional magnetic resonance imaging (t-fMRI). In the field of neurorehabilitation, however, assessing neuroplasticity using t-fMRI presents a significant challenge. This commentary reviews t-fMRI changes commonly reported in patients with cerebral palsy or acquired brain injuries, with a focus on studies of motor rehabilitation, and discusses complexities surrounding their interpretations. Specifically, we discuss the difficulties in interpreting t-fMRI changes in terms of their underlying causes, that is, differentiating whether they reflect genuine reorganisation, neurological restoration, compensation, use of preexisting redundancies, changes in strategy, or maladaptive processes. Furthermore, we discuss the impact of heterogeneous disease states and essential t-fMRI processing steps on the interpretability of activation patterns. To better understand therapy-induced neuroplastic changes, we suggest that researchers utilising t-fMRI consider concurrently acquiring information from an additional modality, to quantify, for example, haemodynamic differences or microstructural changes. We outline a variety of such supplementary measures for investigating brain reorganisation and discuss situations in which they may prove beneficial to the interpretation of t-fMRI data.
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spelling pubmed-47097572016-02-02 Interpreting Intervention Induced Neuroplasticity with fMRI: The Case for Multimodal Imaging Strategies Reid, Lee B. Boyd, Roslyn N. Cunnington, Ross Rose, Stephen E. Neural Plast Review Article Direct measurement of recovery from brain injury is an important goal in neurorehabilitation, and requires reliable, objective, and interpretable measures of changes in brain function, referred to generally as “neuroplasticity.” One popular imaging modality for measuring neuroplasticity is task-based functional magnetic resonance imaging (t-fMRI). In the field of neurorehabilitation, however, assessing neuroplasticity using t-fMRI presents a significant challenge. This commentary reviews t-fMRI changes commonly reported in patients with cerebral palsy or acquired brain injuries, with a focus on studies of motor rehabilitation, and discusses complexities surrounding their interpretations. Specifically, we discuss the difficulties in interpreting t-fMRI changes in terms of their underlying causes, that is, differentiating whether they reflect genuine reorganisation, neurological restoration, compensation, use of preexisting redundancies, changes in strategy, or maladaptive processes. Furthermore, we discuss the impact of heterogeneous disease states and essential t-fMRI processing steps on the interpretability of activation patterns. To better understand therapy-induced neuroplastic changes, we suggest that researchers utilising t-fMRI consider concurrently acquiring information from an additional modality, to quantify, for example, haemodynamic differences or microstructural changes. We outline a variety of such supplementary measures for investigating brain reorganisation and discuss situations in which they may prove beneficial to the interpretation of t-fMRI data. Hindawi Publishing Corporation 2016 2015-12-29 /pmc/articles/PMC4709757/ /pubmed/26839711 http://dx.doi.org/10.1155/2016/2643491 Text en Copyright © 2016 Lee B. Reid et al. https://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Review Article
Reid, Lee B.
Boyd, Roslyn N.
Cunnington, Ross
Rose, Stephen E.
Interpreting Intervention Induced Neuroplasticity with fMRI: The Case for Multimodal Imaging Strategies
title Interpreting Intervention Induced Neuroplasticity with fMRI: The Case for Multimodal Imaging Strategies
title_full Interpreting Intervention Induced Neuroplasticity with fMRI: The Case for Multimodal Imaging Strategies
title_fullStr Interpreting Intervention Induced Neuroplasticity with fMRI: The Case for Multimodal Imaging Strategies
title_full_unstemmed Interpreting Intervention Induced Neuroplasticity with fMRI: The Case for Multimodal Imaging Strategies
title_short Interpreting Intervention Induced Neuroplasticity with fMRI: The Case for Multimodal Imaging Strategies
title_sort interpreting intervention induced neuroplasticity with fmri: the case for multimodal imaging strategies
topic Review Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4709757/
https://www.ncbi.nlm.nih.gov/pubmed/26839711
http://dx.doi.org/10.1155/2016/2643491
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