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Vascular coupling in resting-state fMRI: evidence from multiple modalities
David C Zhu1, Takashi Tarumi2,3, Muhammad Ayaz Khan2,3
1Departments of Radiology and Psychology, Cognitive Imaging Research Center, Michigan State University, East Lansing, Michigan, USA.
Resting-state fMRI (rs-fMRI) signals may largely stem from vascular effects. Preprocessing steps significantly reduce BOLD signal power and coherence, questioning the neurogenic origin of rs-fMRI findings.
Area of Science:
- Neuroimaging
- Physiology
- Medical Physics
Background:
- Resting-state functional magnetic resonance imaging (rs-fMRI) is used to study intrinsic brain connectivity.
- The influence of vascular effects on rs-fMRI signals remains incompletely understood.
Purpose of the Study:
- To investigate the extent to which vascular effects contribute to rs-fMRI signals.
- To evaluate the impact of common preprocessing techniques on vascular signal components in rs-fMRI.
Main Methods:
- Utilized multi-modal imaging to assess vascular signal fluctuations and their coupling with physiological parameters (arterial pressure, CBF velocity, brain tissue oxygenation) below 0.08 Hz.
- Analyzed blood oxygen level-dependent (BOLD) signals from six regions of interest (ROIs).
- Applied preprocessing steps including global, white-matter, and CSF signal regression, along with low-pass filtering (<0.08 Hz).
Main Results:
- Marked vascular signal fluctuations were observed, tightly coupled with physiological parameters below 0.08 Hz.
- BOLD signals in ROIs exhibited similar spectral power distributions to physiological signals.
- Preprocessing significantly reduced BOLD signal spectral power (55.6%-64.9%) and inter-ROI coherence (9.9%-37.3%).
- Global signal regression demonstrated the most substantial reduction in both spectral power and coherence.
Conclusions:
- A significant portion of rs-fMRI signal variance may be attributable to vascular and hemodynamic changes.
- Standard rs-fMRI preprocessing methods can substantially attenuate these vascular contributions.
- Findings necessitate critical re-evaluation of the neurogenic interpretation of rs-fMRI connectivity data.
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