Patterns of diffusion kurtosis changes in Parkinson's disease subtypes
Jazyk angličtina Země Velká Británie, Anglie Médium print-electronic
Typ dokumentu časopisecké články, práce podpořená grantem
PubMed
33120076
DOI
10.1016/j.parkreldis.2020.10.032
PII: S1353-8020(20)30825-7
Knihovny.cz E-zdroje
- Klíčová slova
- Diagnostic marker, Diffusion kurtosis imaging, MRI, Mild cognitive impairment, Parkinson's disease,
- MeSH
- atrofie MeSH
- bazální ganglia diagnostické zobrazování MeSH
- bílá hmota diagnostické zobrazování MeSH
- difuzní magnetická rezonance MeSH
- hipokampus diagnostické zobrazování MeSH
- kognitivní dysfunkce diagnostické zobrazování patofyziologie psychologie MeSH
- lidé středního věku MeSH
- lidé MeSH
- logistické modely MeSH
- motorické korové centrum diagnostické zobrazování MeSH
- mozek diagnostické zobrazování patologie MeSH
- multivariační analýza MeSH
- Parkinsonova nemoc diagnostické zobrazování patofyziologie psychologie MeSH
- šedá hmota diagnostické zobrazování MeSH
- senioři MeSH
- statistické modely MeSH
- thalamus diagnostické zobrazování MeSH
- zobrazování difuzních tenzorů MeSH
- Check Tag
- lidé středního věku MeSH
- lidé MeSH
- mužské pohlaví MeSH
- senioři MeSH
- ženské pohlaví MeSH
- Publikační typ
- časopisecké články MeSH
- práce podpořená grantem MeSH
BACKGROUND: Diffusion kurtosis imaging has been applied to evaluate white matter and basal ganglia microstructure in mixed Parkinson's disease (PD) groups with inconclusive results. OBJECTIVES: To evaluate specific patterns of kurtosis changes in PD and to assess the utility of diffusion imaging in differentiating between healthy subjects and cognitively normal PD, and between PD with and without mild cognitive impairment. METHODS: Diffusion scans were obtained in 92 participants using 3T MRI. Differences in white matter were tested by tract-based spatial statistics. Gray matter was evaluated in basal ganglia, thalamus, hippocampus, and motor and premotor cortices. Brain atrophy was also assessed. Multivariate logistic regression was used to identify a combination of diffusion parameters with the highest discrimination power between groups. RESULTS: Diffusion kurtosis metrics showed a significant increase in substantia nigra (p = 0.037, Hedges' g = 0.89), premotor (p = 0.009, Hedges' g = 0.85) and motor (p = 0.033, Hedges' g = 0.87) cortices in PD with normal cognition compared to healthy participants. Combined diffusion markers in gray matter reached 81% accuracy in differentiating between both groups. Significant white matter microstructural changes, and kurtosis decreases in the cortex were present in cognitively impaired versus cognitively normal PD. Diffusion parameters from white and gray matter differentiated between both PD phenotypes with 78% accuracy. CONCLUSIONS: Increased kurtosis in gray matter structures in cognitively normal PD reflects increased hindrance to water diffusion caused probably by alpha-synuclein-related microstructural changes. In cognitively impaired PD, the changes are mostly driven by decreased white matter integrity. Our results support the utility of diffusion kurtosis imaging for PD diagnostics.
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