J 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.

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