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Utility of quantitative susceptibility mapping and diffusion kurtosis imaging in the diagnosis of early Parkinson’s disease
- Source :
- NeuroImage : Clinical, NeuroImage: Clinical, Vol 32, Iss, Pp 102831-(2021)
- Publication Year :
- 2021
- Publisher :
- Elsevier, 2021.
-
Abstract
- Graphical abstract<br />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.<br />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
- 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
Subjects
Details
- Language :
- English
- ISSN :
- 22131582
- Volume :
- 32
- Database :
- OpenAIRE
- Journal :
- NeuroImage : Clinical
- Accession number :
- edsair.doi.dedup.....50bac448dc0692b5ab9adda95e563c35