1. Utility of quantitative susceptibility mapping and diffusion kurtosis imaging in the diagnosis of early Parkinson’s disease
- Author
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Septian Hartono, Fiona Setiawan, Samuel Ng, Tong San Koh, Soo Lee Lim, Ling Ling Chan, Thomas Welton, Chu Ning Ann, Nicole Shuang-Yu Chia, Louis C.S. Tan, Huihua Li, Eng-King Tan, Saifeng Liu, E. Mark Haacke, and Samantha Tan
- Subjects
Male ,Parkinson's disease ,Diffusion magnetic resonance imaging ,AC, Anterior commissures ,SE, Spin Echo ,Caudate nucleus ,RD, Radial diffusivity ,Basal ganglia ,FLAIR, Fluid-Attenuated Inversion Recovery ,Iron overload ,KFA, Kurtosis fractional anisotropy ,FA, Fractional anisotropy ,Diffusion Kurtosis Imaging ,Putamen ,PC, Posterior commissures ,RK, Radial kurtosis ,FSL, FMRIB Standard Library ,Quantitative susceptibility mapping ,Regular Article ,QSM, Quantitative susceptibility mapping ,Parkinson Disease ,Magnetic Resonance Imaging ,SRNCP, Sorting by reliability following a non-continuous path ,Substantia Nigra ,Globus pallidus ,Diffusion Tensor Imaging ,Neurology ,FMRIB, Functional MRI of the Brain ,BET, Brain extraction tool ,Female ,ROI, Regions of interest ,MPRAGE, Magnetization-Prepared Rapid Acquisition with Gradient Echo ,HC, Healthy controls ,H&Y, Hoehn and Yahr ,EPI, Echo Planar Imaging ,DKI, Diffusion kurtosis imaging ,Cognitive Neuroscience ,Computer applications to medicine. Medical informatics ,R858-859.7 ,DTI, Diffusion tensor imaging ,Substantia nigra ,ICC, Intraclass correlation coefficient ,DKE, Diffusional Kurtosis Estimator ,MD, Mean diffusivity ,AK, Axial kurtosis ,GP, Globus pallidus ,Globus Pallidus ,FOV, Field of view ,MRI, Magnetic Resonance Imaging ,AD, Axial diffusivity ,medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,SHARP, Sophisticated harmonic artifact reduction for phase ,RC346-429 ,MDS, Movement Disorder Society ,SN, Substantia nigra ,TSVD, Truncated singular value decomposition ,NINDS, National Institute of Neurological Disorders and Stroke ,UPDRS, Unified Parkinson’s Disease Rating Scale ,ComputingMethodologies_COMPUTERGRAPHICS ,PD, Parkinson’s disease ,business.industry ,medicine.disease ,MK, Mean kurtosis ,Neurology (clinical) ,Neurology. Diseases of the nervous system ,Nuclear medicine ,business - Abstract
Graphical abstract, Highlights • Putamen susceptibility value was higher in PD than controls one year into diagnosis. • Putamen susceptibility value was associated with clinical motor scores in early PD. • Mean diffusivity revealed greater cellular loss in the lateral substantial nigra. • Putamen and caudate microstructural degradation were driven by radial diffusivity. • A composite putamen-caudate DKI-QSM marker classified early PD from controls., Objective To investigate the utility of quantitative susceptibility mapping (QSM) and diffusion kurtosis imaging (DKI) as complementary tools in characterizing pathological changes in the deep grey nuclei in early Parkinson’s disease (PD) and their clinical correlates to aid in diagnosis of PD. Method Patients with a diagnosis of PD made within a year and age-matched healthy controls were recruited. All participants underwent clinical evaluation using the Unified Parkinson’s Disease Rating Scale (MDS-UPDRS III) and Hoehn & Yahr stage (H&Y), and brain 3 T MRI including QSM and DKI. Regions-of-interest (ROIs) in the caudate nucleus, putamen, globus pallidus, and medial and lateral substantia nigra (SN) were manually drawn to compare the mean susceptibility (representing iron deposition) and DKI indices (representing restricted water diffusion) between PD patients and healthy controls and in correlation with MDS-UPDRS III and H&Y, focusing on susceptibility value, mean diffusivity (MD) and mean kurtosis (MK). Results There were forty-seven PD patients (aged 68.7 years, 51% male, disease duration 0.78 years) and 16 healthy controls (aged 67.4 years, 63% male). Susceptibility value was increased in PD in all ROIs except the caudate, and was significantly different after multiple comparison correction in the putamen (PD: 64.75 ppb, HC: 44.61 ppb, p = 0.004). MD was significantly higher in PD in the lateral SN, putamen and caudate, the regions with the lowest susceptibility value. In PD patients, we found significant association between the MDS-UPDRS III score and susceptibility value in the putamen after correcting for age and sex (β = 0.21, p = 0.003). A composite DKI-QSM diagnostic marker based on these findings successfully differentiated the groups (p
- Published
- 2021