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.

Základní údaje

Originální název

Patterns of diffusion kurtosis changes in Parkinson's disease subtypes

Autoři

ŠEJNOHA MINSTEROVÁ, Alžběta (203 Česká republika, domácí); Patrícia KLOBUŠIAKOVÁ (703 Slovensko, domácí); Adrián PIEŠ (703 Slovensko, domácí); Zoltan GALAZ; Jiri MEKYSKA; Ľubomíra NOVÁKOVÁ (703 Slovensko, domácí); Nela NĚMCOVÁ ELFMARKOVÁ (203 Česká republika, domácí) a Irena REKTOROVÁ (203 Česká republika, domácí)

Vydání

Parkinsonism and Related Disorders, Oxford, Elsevier, 2020, 1353-8020

Další údaje

Jazyk

angličtina

Typ výsledku

Článek v odborném periodiku

Stát vydavatele

Velká Británie a Severní Irsko

Utajení

není předmětem státního či obchodního tajemství

Odkazy

Kód RIV

RIV/00216224:14740/20:00118221

Organizace

Středoevropský technologický institut – Masarykova univerzita – Repozitář

UT WoS

000603067300023

EID Scopus

2-s2.0-85093693909

Klíčová slova anglicky

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

Návaznosti

EF16_013/0001775, projekt VaV. MUNI/A/1448/2019, interní kód Repo. 734718, interní kód Repo. Czech-BioImaging II, velká výzkumná infrastruktura.
Změněno: 10. 10. 2024 00:50, RNDr. Daniel Jakubík

Anotace

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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