Automated Assessment of the Substantia Nigra Pars Compacta in Parkinson's Disease: A Diffusion Tensor Imaging Study

被引:3
|
作者
Bergsland, Niels [1 ,2 ]
Pelizzari, Laura [1 ]
Lagana, Maria Marcella [1 ]
Di Tella, Sonia [1 ]
Rossetto, Federica [1 ]
Nemni, Raffaello [1 ,3 ]
Clerici, Mario [1 ,3 ]
Baglio, Francesca [1 ]
机构
[1] Fdn Don Carlo Gnocchi ONLUS, IRCCS, I-20148 Milan, Italy
[2] SUNY Buffalo, Jacobs Sch Med & Biomed Sci, Dept Neurol, Buffalo Neuroimaging Anal Ctr, Buffalo, NY 14203 USA
[3] Univ Milan, Dept Pathophysiol & Transplantat, I-20122 Milan, Italy
来源
JOURNAL OF PERSONALIZED MEDICINE | 2021年 / 11卷 / 11期
关键词
Parkinson's disease; MRI; substantia nigra; diffusion tensor imaging; FREE-WATER; SEGMENTATION; MOVEMENT;
D O I
10.3390/jpm11111235
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
The substantia nigra (SN) pars compacta (SNpc) and pars reticulata (SNpr) are differentially affected in Parkinson's disease (PD). Separating the SNpc and SNpr is challenging with standard magnetic resonance imaging (MRI). Diffusion tensor imaging (DTI) allows for the characterization of SN microstructure in a non-invasive manner. In this study, 29 PD patients and 28 healthy controls (HCs) were imaged with 1.5T MRI for DTI. Images were nonlinearly registered to standard space and SNpc and SNpr DTI parameters were measured. ANCOVA and receiver operator characteristic (ROC) analyses were performed. Clinical associations were assessed with Spearman correlations. Multiple corrections were controlled for false discovery rate. PD patients presented with significantly increased SNpc axial diffusivity (AD) (1.207 & PLUSMN; 0.068 versus 1.156 & PLUSMN; 0.045, p = 0.024), with ROC analysis yielding an under the curve of 0.736. Trends with Unified Parkinson's Disease Rating Scale (UPDRS) III scores were identified for SNpc MD (rs = 0.449), AD (rs = 0.388), and radial diffusivity (rs = 0.391) (all p < 0.1). A trend between baseline SNpr MD and H & Y change (rs = 0.563, p = 0.081) over 2.9 years of follow-up was identified (n = 14). In conclusion, SN microstructure shows robust, clinically meaningful associations in PD.
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页数:9
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