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Magnetic resonance T1w/T2w ratio and voxel-based morphometry in multiple system atrophy
- Source :
- Scientific Reports, Scientific Reports, Vol 11, Iss 1, Pp 1-8 (2021)
- Publication Year :
- 2021
-
Abstract
- Diagnosis of multiple system atrophy (MSA) may be improved by using multimodal imaging approaches. We investigated the use of T1-weighted/T2-weighted (T1w/T2w) images ratio combined with voxel-based morphometry to evaluate brain tissue integrity in MSA compared to Parkinson’s disease (PD) and healthy controls (HC). Twenty-six patients with MSA, 43 patients with PD and 56 HC were enrolled. Whole brain voxel-based and local regional analyses were performed to evaluate gray and white matter (GM and WM) tissue integrity and mean regional values were used for patients classification using logistic regression. Increased mean regional values of T1w/T2w in bilateral putamen were detected in MSA-P compared to PD and HC. The combined use of regional GM and T1w/T2w values in the right and left putamen showed the highest accuracy in discriminating MSA-P from PD and good accuracy in discriminating MSA from PD and HC. A good accuracy was also found in discriminating MSA from PD and HC by either combining regional GM and T1w/T2w values in the cerebellum or regional WM and T1w/T2w in the cerebellum and brainstem. The T1w/T2w image ratio alone or combined with validated MRI parameters can be further considered as a potential candidate biomarker for differential diagnosis of MSA.
- Subjects :
- Male
medicine.medical_specialty
Neurology
Magnetic Resonance Spectroscopy
Science
Image Processing
Article
White matter
Atrophy
Computer-Assisted
stomatognathic system
mental disorders
medicine
Image Processing, Computer-Assisted
Humans
Gray Matter
Aged
Multimodal imaging
Multidisciplinary
medicine.diagnostic_test
business.industry
Putamen
Brain
Magnetic resonance imaging
Parkinson Disease
Voxel-based morphometry
Middle Aged
Multiple System Atrophy
medicine.disease
Magnetic Resonance Imaging
White Matter
Biomarkers
Female
nervous system diseases
medicine.anatomical_structure
nervous system
Medicine
Biomarker (medicine)
Nuclear medicine
business
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- Scientific Reports, Scientific Reports, Vol 11, Iss 1, Pp 1-8 (2021)
- Accession number :
- edsair.doi.dedup.....a8d8407ae4cd77cda8aa81c986a89a7a