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Neurite orientation dispersion and density imaging in the substantia nigra in idiopathic Parkinson disease

  • Koji Kamagata
  • , Taku Hatano
  • , Ayami Okuzumi
  • , Yumiko Motoi
  • , Osamu Abe
  • , Keigo Shimoji
  • , Kouhei Kamiya
  • , Michimasa Suzuki
  • , Masaaki Hori
  • , Kanako K. Kumamaru
  • , Nobutaka Hattori
  • , Shigeki Aoki

Research output: Contribution to journalArticlepeer-review

Abstract

Objectives: We used neurite orientation dispersion and density imaging (NODDI) to quantify changes in the substantia nigra pars compacta (SNpc) and striatum in Parkinson disease (PD). Methods: Diffusion-weighted magnetic resonance images were acquired from 58 PD patients and 36 age- and sex-matched controls. The intracellular volume fraction (Vic), orientation dispersion index (OD), and isotropic volume fraction (Viso) of the basal ganglia were compared between groups. Multivariate logistic regression analysis determined which diffusion parameters were independent predictors of PD. Receiver operating characteristic (ROC) analysis compared the diagnostic accuracies of the evaluated indices. Pearson coefficient analysis correlated each diffusional parameter with disease severity. Results: Vic in the contralateral SNpc and putamen were significantly lower in PD patients than in healthy controls (P < 0.00058). Vic and OD in the SNpc and putamen showed significant negative correlations (P < 0.05) with disease severity. Multivariate logistic analysis revealed that Vic (P = 0.0000046) and mean diffusivity (P = 0.019) in the contralateral SNpc were the independent predictors of PD. In the ROC analysis, Vic in the contralateral SNpc showed the best diagnostic performance (mean cutoff, 0.62; sensitivity, 0.88; specificity, 0.83). Conclusion: NODDI is likely to be useful for diagnosing PD and assessing its progression.

Original languageEnglish
Pages (from-to)2567-2577
Number of pages11
JournalEuropean Radiology
Volume26
Issue number8
DOIs
StatePublished - 1 Aug 2016
Externally publishedYes

Bibliographical note

Publisher Copyright:
© 2015, European Society of Radiology.

Keywords

  • Basal ganglia
  • Diffusion MRI
  • Neurodegenerative disorders
  • Parkinson disease
  • Substantia nigra pars compacta

ASJC Scopus subject areas

  • Radiology Nuclear Medicine and imaging

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