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Influence of BOLD Contributions to Diffusion fMRI Activation of the Visual Cortex
Reliance on the hemodynamic response as a surrogate marker of neural activity imposes an intrinsic limit on the spatial specificity of functional MRI. An alternative approach based on diffusion-weighted functional MRI (DfMRI) has been reported as a contrast less reliant on hemodynamic effects, howev...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4923189/ https://www.ncbi.nlm.nih.gov/pubmed/27445654 http://dx.doi.org/10.3389/fnins.2016.00279 |
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author | Williams, Rebecca J. Reutens, David C. Hocking, Julia |
author_facet | Williams, Rebecca J. Reutens, David C. Hocking, Julia |
author_sort | Williams, Rebecca J. |
collection | PubMed |
description | Reliance on the hemodynamic response as a surrogate marker of neural activity imposes an intrinsic limit on the spatial specificity of functional MRI. An alternative approach based on diffusion-weighted functional MRI (DfMRI) has been reported as a contrast less reliant on hemodynamic effects, however current evidence suggests that both hemodynamic and unique neural sources contribute to the diffusion signal. Here we compare activation patterns obtained with the standard blood oxygenation level-dependent (BOLD) contrast to DfMRI in order to gain a deeper understanding of how the BOLD proportion contributes to the observable diffusion signal. Both individual and group-level activation patterns obtained with DfMRI and BOLD to a visual field stimulation paradigm were analyzed. At the individual level, the DfMRI contrast showed a strong, positive relationship between the volumes of cortex activated in response to quadrant- and hemi-field visual stimulation. This was not observed in the corresponding BOLD experiment. Overall, the DfMRI response indicated less between-subject variability, with random effects analyses demonstrating higher statistical values at the peak voxel for DfMRI. Furthermore, the spatial extent of the activation was more restricted to the primary visual region for DfMRI than BOLD. However, the diffusion signal was sensitive to the hemodynamic response in a manner dependent on experimental manipulation. It was also limited by its low signal-to-noise ratio (SNR), demonstrating lower sensitivity than BOLD. Together these findings both support DfMRI as a contrast that bears a closer spatial relationship to the underlying neural activity than BOLD, and raise important caveats regarding its utilization. Models explaining the DfMRI signal change need to consider the dynamic vascular contributions that may vary with neural activity. |
format | Online Article Text |
id | pubmed-4923189 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-49231892016-07-21 Influence of BOLD Contributions to Diffusion fMRI Activation of the Visual Cortex Williams, Rebecca J. Reutens, David C. Hocking, Julia Front Neurosci Neuroscience Reliance on the hemodynamic response as a surrogate marker of neural activity imposes an intrinsic limit on the spatial specificity of functional MRI. An alternative approach based on diffusion-weighted functional MRI (DfMRI) has been reported as a contrast less reliant on hemodynamic effects, however current evidence suggests that both hemodynamic and unique neural sources contribute to the diffusion signal. Here we compare activation patterns obtained with the standard blood oxygenation level-dependent (BOLD) contrast to DfMRI in order to gain a deeper understanding of how the BOLD proportion contributes to the observable diffusion signal. Both individual and group-level activation patterns obtained with DfMRI and BOLD to a visual field stimulation paradigm were analyzed. At the individual level, the DfMRI contrast showed a strong, positive relationship between the volumes of cortex activated in response to quadrant- and hemi-field visual stimulation. This was not observed in the corresponding BOLD experiment. Overall, the DfMRI response indicated less between-subject variability, with random effects analyses demonstrating higher statistical values at the peak voxel for DfMRI. Furthermore, the spatial extent of the activation was more restricted to the primary visual region for DfMRI than BOLD. However, the diffusion signal was sensitive to the hemodynamic response in a manner dependent on experimental manipulation. It was also limited by its low signal-to-noise ratio (SNR), demonstrating lower sensitivity than BOLD. Together these findings both support DfMRI as a contrast that bears a closer spatial relationship to the underlying neural activity than BOLD, and raise important caveats regarding its utilization. Models explaining the DfMRI signal change need to consider the dynamic vascular contributions that may vary with neural activity. Frontiers Media S.A. 2016-06-28 /pmc/articles/PMC4923189/ /pubmed/27445654 http://dx.doi.org/10.3389/fnins.2016.00279 Text en Copyright © 2016 Williams, Reutens and Hocking. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Neuroscience Williams, Rebecca J. Reutens, David C. Hocking, Julia Influence of BOLD Contributions to Diffusion fMRI Activation of the Visual Cortex |
title | Influence of BOLD Contributions to Diffusion fMRI Activation of the Visual Cortex |
title_full | Influence of BOLD Contributions to Diffusion fMRI Activation of the Visual Cortex |
title_fullStr | Influence of BOLD Contributions to Diffusion fMRI Activation of the Visual Cortex |
title_full_unstemmed | Influence of BOLD Contributions to Diffusion fMRI Activation of the Visual Cortex |
title_short | Influence of BOLD Contributions to Diffusion fMRI Activation of the Visual Cortex |
title_sort | influence of bold contributions to diffusion fmri activation of the visual cortex |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4923189/ https://www.ncbi.nlm.nih.gov/pubmed/27445654 http://dx.doi.org/10.3389/fnins.2016.00279 |
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