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Effects of Thresholding on Voxel-Wise Correspondence of Breath-Hold and Resting-State Maps of Cerebrovascular Reactivity
- Source :
- Frontiers in Neuroscience, Frontiers in Neuroscience, Vol 15 (2021)
- Publication Year :
- 2021
-
Abstract
- Functional magnetic resonance imaging for presurgical brain mapping enables neurosurgeons to identify viable tissue near a site of operable pathology which might be at risk of surgery-induced damage. However, focal brain pathology (e.g., tumors) may selectively disrupt neurovascular coupling while leaving the underlying neurons functionally intact. Such neurovascular uncoupling can result in false negatives on brain activation maps thereby compromising their use for surgical planning. One way to detect potential neurovascular uncoupling is to map cerebrovascular reactivity using either an active breath-hold challenge or a passive resting-state scan. The equivalence of these two methods has yet to be fully established, especially at a voxel level of resolution. To quantitatively compare breath-hold and resting-state maps of cerebrovascular reactivity, we first identified threshold settings that optimized coverage of gray matter while minimizing false responses in white matter. When so optimized, the resting-state metric had moderately better gray matter coverage and specificity. We then assessed the spatial correspondence between the two metrics within cortical gray matter, again, across a wide range of thresholds. Optimal spatial correspondence was strongly dependent on threshold settings which if improperly set tended to produce statistically biased maps. When optimized, the two CVR maps did have moderately good correspondence with each other (mean accuracy of 73.6%). Our results show that while the breath-hold and resting-state maps may appear qualitatively similar they are not quantitatively identical at a voxel level of resolution.
- Subjects :
- Computer science
Neurosciences. Biological psychiatry. Neuropsychiatry
computer.software_genre
Brain mapping
cerebrovascular reactivity
White matter
resting-state
Voxel
medicine
breath-hold
Original Research
medicine.diagnostic_test
Resting state fMRI
business.industry
General Neuroscience
neurovascular uncoupling
Amplitude of low frequency fluctuations
Pattern recognition
Neurovascular bundle
Thresholding
functional magnetic resonance imaging
medicine.anatomical_structure
brain mapping
amplitude of low-frequency fluctuations
Artificial intelligence
Functional magnetic resonance imaging
business
computer
RC321-571
Neuroscience
Subjects
Details
- ISSN :
- 16624548
- Volume :
- 15
- Database :
- OpenAIRE
- Journal :
- Frontiers in neuroscience
- Accession number :
- edsair.doi.dedup.....7d2a49a7f6c33828a694044bb5d70b83