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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi Publishing Corporation
2016
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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. |
format | Online Article Text |
id | pubmed-4709757 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Hindawi Publishing Corporation |
record_format | MEDLINE/PubMed |
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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