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Dynamic Digital Biomarkers of Motor and Cognitive Function in Parkinson's Disease
Published on: July 24, 2019
A deformation-based morphometry study of patients with early-stage Parkinson's disease
P Borghammer1, K Østergaard, P Cumming
1PET Centre, Aarhus University Hospitals, Aarhus, Denmark. per@pet.auh.dk
Background And Purpose:
Previous volumetric magnetic resonance imaging (MRI) studies of Parkinson's disease (PD) utilized primarily voxel-based morphometry (VBM), and investigated mostly patients with moderate- to late-stage disease. We now use deformation-based morphometry (DBM), a method purported to be more sensitive than VBM, to test for atrophy in patients with early-stage PD.
Methods:
T1-weighted MRI images from 24 early-stage PD patients and 26 age-matched normal control subjects were compared using DBM. Two separate studies were conducted, where two minimally-biased nonlinear intensity-average were created; one for all subjects and another for just the PD patients. The DBM technique creates an average population-based MRI-average in an iterative hierarchical fashion. The nonlinear transformations estimated to match each subject to the MRI-average were then analysed.
Results:
The DBM comparison between patients and controls revealed significant contraction in the left cerebellum, and non-significant trends towards frontal, temporal and cingulate sulcal expansions with frontal and temporal white matter contractions. Within the patient group, the unified PD rating scores were highly correlated with local expansions in or near sulci bordering on frontal and temporal cortex.
Conclusion:
Our results suggest that DBM could be a sensitive method for detecting morphological changes in early-stage PD.
Insights
Deformation-based morphometry (DBM) shows early brain changes in Parkinson's disease (PD). This sensitive MRI technique detected cerebellar atrophy and other subtle morphological alterations in early-stage PD patients.
Area of Science:
- Neuroimaging
- Neurology
- Radiology
Background:
- Previous Parkinson's disease (PD) volumetric MRI studies predominantly used voxel-based morphometry (VBM).
- Existing research often focused on moderate- to late-stage PD patients.
Purpose of the Study:
- To employ deformation-based morphometry (DBM), a more sensitive technique, for detecting atrophy in early-stage PD.
- To investigate subtle brain structural changes in early PD using advanced MRI analysis.
Main Methods:
- Compared T1-weighted MRI scans from 24 early-stage PD patients and 26 controls using DBM.
- Utilized iterative, hierarchical, population-based MRI averaging to estimate nonlinear transformations for subject-to-average matching.
Main Results:
- DBM revealed significant left cerebellar contraction in early PD patients compared to controls.
- Observed non-significant trends of frontal, temporal, and cingulate sulcal expansions, alongside frontal and temporal white matter contractions.
- Found strong correlations between PD rating scores and local sulcal expansions in frontal and temporal regions within the patient group.
Conclusions:
- DBM demonstrates high sensitivity for detecting morphological alterations in early-stage PD.
- Suggests DBM is a valuable tool for early diagnosis and monitoring of PD-related brain changes.
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