ArticleFrontiers in neuroscience2016
Influence of BOLD Contributions to Diffusion fMRI Activation of the Visual Cortex.
Article in Frontiers in neuroscience, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
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Who cites it
7 citing papers in PubMed.
- Shared subcortical arousal systems across sensory modalities during transient modulation of attention.NeuroImage · 2025Article
- Somatosensory-evoked response induces extensive diffusivity and kurtosis changes associated with neural activity in rodents.Imaging neuroscience (Cambridge, Mass.) · 2025Article
- Can MRI Be Used as a Sensor to Record Neural Activity?Sensors (Basel, Switzerland) · 2023Review
- Correspondence between BOLD fMRI task response and cerebrovascular reactivity across the cerebral cortex.Frontiers in physiology · 2023Article
- Systemic Glucose Administration Alters Water Diffusion and Microvascular Blood Flow in Mouse Hypothalamic Nuclei - An fMRI Study.Frontiers in neuroscience · 2019Article
- Layer-specific connectivity revealed by diffusion-weighted functional MRI in the rat thalamocortical pathway.NeuroImage · 2019Article
- Magnetic Resonance Imaging technology-bridging the gap between noninvasive human imaging and optical microscopy.Current opinion in neurobiology · 2018Review
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Authors and funding
3 authors.
Funding
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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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