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Optimization of Acquisition and Analysis Methods for Clinical Dynamic Susceptibility Contrast (DSC) MRI Using a Population-based Digital Reference Object
- Publication Year :
- 2018
-
Abstract
- BACKGROUND AND PURPOSE: The accuracy of DSC-MR imaging CBV maps in glioblastoma depends on acquisition and analysis protocols. Multisite protocol heterogeneity has challenged standardization initiatives due to the difficulties of in vivo validation. This study sought to compare the accuracy of routinely used protocols using a digital reference object. MATERIALS AND METHODS: The digital reference object consisted of approximately 10,000 simulated voxels recapitulating typical signal heterogeneity encountered in vivo. The influence of acquisition and postprocessing methods on CBV reliability was evaluated across 6912 parameter combinations, including contrast agent dosing schemes, pulse sequence parameters, field strengths, and postprocessing methods. Accuracy and precision were assessed using the concordance correlation coefficient and coefficient of variation. RESULTS: Across all parameter space, the optimal protocol included full-dose contrast agent preload and bolus, intermediate (60°) flip angle, 30-ms TE, and postprocessing with a leakage-correction algorithm (concordance correlation coefficient = 0.97, coefficient of variation = 6.6%). Protocols with no preload or fractional dose preload and bolus using these acquisition parameters were generally less robust. However, a protocol with no preload, full-dose bolus, and low (30°) flip angle performed very well (concordance correlation coefficient = 0.93, coefficient of variation = 8.7% at 1.5T and concordance correlation coefficient = 0.92, coefficient of variation = 8.2% at 3T). CONCLUSIONS: Schemes with full-dose preload and bolus maximize CBV accuracy and reduce variability, which could enable smaller sample sizes and more reliable detection of CBV changes in clinical trials. When a lower total contrast agent dose is desired, use of a low flip angle, no preload, and full-dose bolus protocol may provide an attractive alternative.
- Subjects :
- Male
Accuracy and precision
Coefficient of variation
Contrast Media
computer.software_genre
Article
030218 nuclear medicine & medical imaging
03 medical and health sciences
0302 clinical medicine
Flip angle
Voxel
Image Interpretation, Computer-Assisted
Medicine
Humans
Radiology, Nuclear Medicine and imaging
business.industry
Brain Neoplasms
Reproducibility of Results
Reference Standards
Magnetic Resonance Imaging
Preload
Concordance correlation coefficient
Sample size determination
Female
Neurology (clinical)
business
Glioblastoma
computer
030217 neurology & neurosurgery
Algorithms
Biomedical engineering
Dynamic susceptibility
circulatory and respiratory physiology
Extravasation of Diagnostic and Therapeutic Materials
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Accession number :
- edsair.doi.dedup.....5c929d53ffb185e349cc24d16c090ce5