1. Short-echo-time magnitude image derived from quantitative susceptibility mapping could resemble neuromelanin-sensitive MRI image in substantia nigra
- Author
-
Jian Wang, Feng Tao Liu, Li Qin Yang, Yuxin Li, Yong Hong Shi, Xue Ling Liu, Pu-Yeh Wu, Yong Zhang, Dao Ying Geng, and Han Zhuang
- Subjects
Male ,Intraclass correlation ,Neuroimaging ,computer.software_genre ,lcsh:RC346-429 ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,Nuclear magnetic resonance ,Neuromelanin ,Similarity (network science) ,Voxel ,Image Interpretation, Computer-Assisted ,Substantia nigra ,Humans ,Medicine ,lcsh:Neurology. Diseases of the nervous system ,Aged ,Melanins ,Pars compacta ,Receiver operating characteristic ,business.industry ,Reproducibility of Results ,Quantitative susceptibility mapping ,General Medicine ,Middle Aged ,Magnetic Resonance Imaging ,Hyperintensity ,Parkinson disease ,ROC Curve ,Female ,Neurology (clinical) ,business ,computer ,030217 neurology & neurosurgery ,Research Article - Abstract
Background In this study, we explored whether the proposed short-echo-time magnitude (setMag) image derived from quantitative susceptibility mapping (QSM) could resemble NM-MRI image in substantia nigra (SN), by quantitatively comparing the spatial similarity and diagnosis performances for Parkinson’s disease (PD). Methods QSM and NM-MRI were performed in 18 PD patients and 15 healthy controls (HCs). The setMag images were calculated using the short-echo-time magnitude images. Bilateral hyperintensity areas of SN (SNhyper) were manually segmented on setMag and NM-MRI images by two raters in a blinded manner. The inter-rater reliability was evaluated by the intraclass correlation coefficients (ICC) and the Dice similarity coefficient (DSC). Then the inter-modality (i.e. setMag and NM-MRI) spatial similarity was quantitatively assessed using DSC and volume of the consensual voxels identified by both of two raters. The performances of mean SNhyper volume for PD diagnosis on setMag and NM-MRI images were evaluated using receiver operating characteristic (ROC) analysis. Results The SNhyper segmented by two raters showed substantial to excellent inter-rater reliability for both setMag and NM-MRI images. The DSCs of SNhyper between setMag and NM-MRI images showed substantial to excellent voxel-wise overlap in HCs (0.80 ~ 0.83) and PD (0.73 ~ 0.76), and no significant difference was found between the SNhyper volumes of setMag and NM-MRI images in either HCs or PD (p > 0.05). The mean SNhyper volume was significantly decreased in PD patients in comparison with HCs on both setMag images (77.61 mm3 vs 95.99 mm3, p 3 vs 96.00 mm3, p hyper volume for PD diagnosis were 0.904 on setMag and 0.906 on NM-MRI images. No significant difference was found between the two curves (p = 0.96). Conclusions SNhyper on setMag derived from QSM demonstrated substantial spatial overlap with that on NM-MRI and provided comparable PD diagnostic performance, providing a new QSM-based multi-contrast imaging strategy for future PD studies.
- Published
- 2020
- Full Text
- View/download PDF