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Influence of BOLD Contributions to Diffusion fMRI Activation of the Visual Cortex

Overview of attention for article published in Frontiers in Neuroscience, June 2016
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Title
Influence of BOLD Contributions to Diffusion fMRI Activation of the Visual Cortex
Published in
Frontiers in Neuroscience, June 2016
DOI 10.3389/fnins.2016.00279
Pubmed ID
Authors

Rebecca J. Williams, David C. Reutens, Julia Hocking

Abstract

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.

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Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 42 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
United States 1 2%
Unknown 41 98%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 8 19%
Researcher 5 12%
Student > Master 5 12%
Student > Bachelor 4 10%
Professor > Associate Professor 3 7%
Other 6 14%
Unknown 11 26%
Readers by discipline Count As %
Neuroscience 8 19%
Engineering 5 12%
Medicine and Dentistry 5 12%
Psychology 4 10%
Agricultural and Biological Sciences 2 5%
Other 4 10%
Unknown 14 33%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 1. This is our high-level measure of the quality and quantity of online attention that it has received. This Attention Score, as well as the ranking and number of research outputs shown below, was calculated when the research output was last mentioned on 25 July 2016.
All research outputs
#20,655,488
of 25,371,288 outputs
Outputs from Frontiers in Neuroscience
#9,456
of 11,538 outputs
Outputs of similar age
#283,133
of 367,036 outputs
Outputs of similar age from Frontiers in Neuroscience
#136
of 156 outputs
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