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Spatial versus angular resolution for tractography-assisted planning of deep brain stimulation
- Source :
- Neuroimage. Clinical, 25. Elsevier B.V., NeuroImage : Clinical, NeuroImage. Clinical, 25:102116. Elsevier BV, NeuroImage: Clinical, Vol 25, Iss, Pp-(2020), NeuroImage: Clinical, 25
- Publication Year :
- 2020
-
Abstract
- Highlights • Deep brain stimulation (DBS) benefits from precise targeting of white matter tracts. • Better to increase spatial vs. angular resolution for separating parallel tracts. • Scanning time trade-off between angular & spatial resolution depends on local anatomy. • We recommend increased spatial resolution dMRI for tract-guided internal capsule DBS.<br />Given the restricted total scanning time for clinical neuroimaging, it is unclear whether clinical diffusion MRI protocols would benefit more from higher spatial resolution or higher angular resolution. In this work, we investigated the relative benefit of improving spatial or angular resolution in diffusion MRI to separate two parallel running white matter tracts that are targets for deep brain stimulation: the anterior thalamic radiation and the supero-lateral branch of the medial forebrain bundle. Both these tracts are situated in the ventral anterior limb of the internal capsule, and recent studies suggest that targeting a specific tract could improve treatment efficacy. Therefore, we scanned 19 healthy volunteers at 3T and 7T according to three diffusion MRI protocols with respectively standard clinical settings, increased spatial resolution of 1.4 mm, and increased angular resolution (64 additional gradient directions at b = 2200s/mm2). We performed probabilistic tractography for all protocols and quantified the separability of both tracts. The higher spatial resolution protocol improved separability by 41% with respect to the clinical standard, presumably due to decreased partial voluming. The higher angular resolution protocol resulted in increased apparent tract volumes and overlap, which is disadvantageous for application in precise treatment planning. We thus recommend to increase the spatial resolution for deep brain stimulation planning to 1.4 mm while maintaining angular resolution. This recommendation complements the general advice to aim for high angular resolution to resolve crossing fibers, confirming that the specific application and anatomical considerations are leading in clinical diffusion MRI protocol optimization.
- Subjects :
- Internal capsule
Computer science
medicine.medical_treatment
HSRDI, high spatial resolution diffusion imaging
MDD, major depressive disorder
FWHM, full-width at half-max
lcsh:RC346-429
030218 nuclear medicine & medical imaging
0302 clinical medicine
DWI, diffusion-weighted imaging
Deep brain stimulation
ATR, anterior thalamic radiation
Image resolution
05 social sciences
ALIC, Anterior limb of the internal capsule
Regular Article
Middle Aged
White Matter
medicine.anatomical_structure
Diffusion Tensor Imaging
Neurology
lcsh:R858-859.7
Tractography
Adult
Cognitive Neuroscience
slMFB, supero-lateral medial forebrain bundle
Angular and spatial resolution
lcsh:Computer applications to medicine. Medical informatics
DS, downsampled
050105 experimental psychology
MSD, mean standardized difference
Diffusion MRI
White matter
03 medical and health sciences
Young Adult
Neuroimaging
medicine
Humans
0501 psychology and cognitive sciences
Radiology, Nuclear Medicine and imaging
Angular resolution
lcsh:Neurology. Diseases of the nervous system
OCD, obsessive-compulsive disorder
HARDI, high angular resolution diffusion imaging
Neurology (clinical)
DTI, diffusion tensor imaging
DBS, deep brain stimulation
030217 neurology & neurosurgery
Biomedical engineering
Subjects
Details
- Language :
- English
- ISSN :
- 22131582
- Volume :
- 25
- Database :
- OpenAIRE
- Journal :
- NeuroImage. Clinical
- Accession number :
- edsair.doi.dedup.....f651d8389abc46753274fd453293064a