4.5 Article

Patterns of diffusion kurtosis changes in Parkinson's disease subtypes

期刊

PARKINSONISM & RELATED DISORDERS
卷 81, 期 -, 页码 96-102

出版社

ELSEVIER SCI LTD
DOI: 10.1016/j.parkreldis.2020.10.032

关键词

MRI; Diffusion kurtosis imaging; Parkinson's disease; Mild cognitive impairment; Diagnostic marker

资金

  1. EU Joint Programming initiative within Neurodegenerative Diseases - Norwegian Strategic Research Council (JPND, APGeM-Preclinical genotype-phenotype predictors of Alzheimer's disease and other dementias) [3056-00001]
  2. European Union's Horizon 2020 research and innovation programme under the Marie Sklodowska-Curie grant [734718]
  3. Czech-BioImaging large RI project (MEYS Czech Republic) [LM2018129]
  4. European Regional Development Fund-Project National infrastructure for biological and medical imaging [CZ.02.1.01/0.0/0.0/16_013/0001775]
  5. MEYS Czech Republic

向作者/读者索取更多资源

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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