Přehled o publikaci
2020
Patterns of diffusion kurtosis changes in Parkinson's disease subtypes
ŠEJNOHA MINSTEROVÁ, Alžběta; Patrícia KLOBUŠIAKOVÁ; Adrián PIEŠ; Zoltan GALAZ; Jiri MEKYSKA et. al.Basic information
Original name
Patterns of diffusion kurtosis changes in Parkinson's disease subtypes
Authors
ŠEJNOHA MINSTEROVÁ, Alžběta (203 Czech Republic, belonging to the institution); Patrícia KLOBUŠIAKOVÁ (703 Slovakia, belonging to the institution); Adrián PIEŠ (703 Slovakia, belonging to the institution); Zoltan GALAZ; Jiri MEKYSKA; Ľubomíra NOVÁKOVÁ (703 Slovakia, belonging to the institution); Nela NĚMCOVÁ ELFMARKOVÁ (203 Czech Republic, belonging to the institution) and Irena REKTOROVÁ (203 Czech Republic, belonging to the institution)
Edition
Parkinsonism and Related Disorders, Oxford, Elsevier, 2020, 1353-8020
Other information
Language
English
Type of outcome
Article in a journal
Country of publisher
United Kingdom of Great Britain and Northern Ireland
Confidentiality degree
is not subject to a state or trade secret
References:
RIV identification code
RIV/00216224:14740/20:00118221
Organization
Středoevropský technologický institut – Repository – Repository
UT WoS
000603067300023
EID Scopus
2-s2.0-85093693909
Keywords in English
MRI; Diffusion kurtosis imaging; Parkinson's disease; Mild cognitive impairment; Diagnostic marker
Links
EF16_013/0001775, research and development project. MUNI/A/1448/2019, interní kód Repo. 734718, interní kód Repo. Czech-BioImaging II, large research infrastructures.
Changed: 10/10/2024 00:50, RNDr. Daniel Jakubík
Abstract
V originále
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.