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Differentiating between Central Nervous System Lymphoma and High-grade Glioma Using Dynamic Susceptibility Contrast and Dynamic Contrast-enhanced MR Imaging with Histogram Analysis
- Source :
- Magnetic Resonance in Medical Sciences
- Publication Year :
- 2017
- Publisher :
- Japanese Society for Magnetic Resonance in Medicine, 2017.
-
Abstract
- Purpose We evaluated the diagnostic performance of histogram analysis of data from a combination of dynamic susceptibility contrast (DSC)-MRI and dynamic contrast-enhanced (DCE)-MRI for quantitative differentiation between central nervous system lymphoma (CNSL) and high-grade glioma (HGG), with the aim of identifying useful perfusion parameters as objective radiological markers for differentiating between them. Methods Eight lesions with CNSLs and 15 with HGGs who underwent MRI examination, including DCE and DSC-MRI, were enrolled in our retrospective study. DSC-MRI provides a corrected cerebral blood volume (cCBV), and DCE-MRI provides a volume transfer coefficient (Ktrans) for transfer from plasma to the extravascular extracellular space. Ktrans and cCBV were measured from a round region-of-interest in the slice of maximum size on the contrast-enhanced lesion. The differences in t values between CNSL and HGG for determining the most appropriate percentile of Ktrans and cCBV were investigated. The differences in Ktrans, cCBV, and Ktrans/cCBV between CNSL and HGG were investigated using histogram analysis. Receiver operating characteristic (ROC) analysis of Ktrans, cCBV, and Ktrans/cCBV ratio was performed. Results The 30th percentile (C30) in Ktrans and 80th percentile (C80) in cCBV were the most appropriate percentiles for distinguishing between CNSL and HGG from the differences in t values. CNSL showed significantly lower C80 cCBV, significantly higher C30 Ktrans, and significantly higher C30 Ktrans/C80 cCBV than those of HGG. In ROC analysis, C30 Ktrans/C80 cCBV had the best discriminative value for differentiating between CNSL and HGG as compared to C30 Ktrans or C80 cCBV. Conclusion The combination of Ktrans by DCE-MRI and cCBV by DSC-MRI was found to reveal the characteristics of vascularity and permeability of a lesion more precisely than either Ktrans or cCBV alone. Histogram analysis of these vascular microenvironments enabled quantitative differentiation between CNSL and HGG.
- Subjects :
- Adult
Male
medicine.medical_specialty
Adolescent
Lymphoma
media_common.quotation_subject
Contrast Media
030218 nuclear medicine & medical imaging
03 medical and health sciences
Young Adult
0302 clinical medicine
Vascularity
Central Nervous System Diseases
Glioma
medicine
Contrast (vision)
Humans
Radiology, Nuclear Medicine and imaging
central nervous system lymphoma
Child
media_common
High-Grade Glioma
Aged
Retrospective Studies
Aged, 80 and over
Receiver operating characteristic
business.industry
Brain Neoplasms
histogram analysis
dynamic susceptibility contrast and dynamic contrast-enhanced magnetic resonance imaging
Middle Aged
medicine.disease
Mr imaging
Magnetic Resonance Imaging
ROC Curve
Female
Radiology
medicine.symptom
Nuclear medicine
business
030217 neurology & neurosurgery
Major Paper
high-grade glioma
Dynamic susceptibility
Subjects
Details
- Language :
- English
- ISSN :
- 18802206 and 13473182
- Volume :
- 17
- Issue :
- 1
- Database :
- OpenAIRE
- Journal :
- Magnetic Resonance in Medical Sciences
- Accession number :
- edsair.doi.dedup.....3e3f7f04a66fbef71f3432c6dcbdeeb8