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

被引:105
作者
Kamagata, Koji [1 ]
Hatano, Taku [2 ]
Okuzumi, Ayami [2 ]
Motoi, Yumiko [2 ]
Abe, Osamu [3 ]
Shimoji, Keigo [4 ]
Kamiya, Kouhei [5 ]
Suzuki, Michimasa [1 ]
Hori, Masaaki [1 ]
Kumamaru, Kanako K. [1 ]
Hattori, Nobutaka [2 ]
Aoki, Shigeki [1 ]
机构
[1] Juntendo Univ, Dept Radiol, Grad Sch Med, Bunkyo Ku, 2-1-1 Hongo, Tokyo 1138421, Japan
[2] Juntendo Univ, Dept Neurol, Grad Sch Med, Bunkyo Ku, 2-1-1 Hongo, Tokyo 1138421, Japan
[3] Nihon Univ, Dept Radiol, Sch Med, Itabashi Ku, 30-1 Oyaguchi Kamicho, Tokyo 1738610, Japan
[4] Tokyo Metropolitan Geriatr Hosp, Dept Diagnost Radiol, Itabashi Ku, 35-2 Sakaecho, Tokyo 1730015, Japan
[5] Univ Tokyo, Grad Sch Med, Dept Radiol, Bunkyo Ku, 7-3-1 Hongo, Tokyo 1138654, Japan
关键词
Basal ganglia; Diffusion MRI; Neurodegenerative disorders; Parkinson disease; Substantia nigra pars compacta; MEDIUM SPINY NEURONS; DIFFUSION-TENSOR; PATHOLOGICAL-CHANGES; HUMAN BRAIN; MRI; DEGENERATION; PROGRESSION; DIAGNOSIS; SYSTEM;
D O I
10.1007/s00330-015-4066-8
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
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). 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. 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). NODDI is likely to be useful for diagnosing PD and assessing its progression. aEuro cent Neurite orientation dispersion and density imaging (NODDI) is a new diffusion MRI technique aEuro cent NODDI estimates neurite microstructure more specifically than diffusion tensor imaging aEuro cent By using NODDI, nigrostriatal alterations in PD can be evaluated in vivo aEuro cent NOODI is useful for diagnosing PD and assessing its disease progression.
引用
收藏
页码:2567 / 2577
页数:11
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