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.
引用
收藏
页数:9
相关论文
共 50 条
  • [21] High resolution diffusion tensor imaging in the caudal portion of the substantia nigra of de novo Parkinson's disease
    Vaillancourt, D.
    Spraker, M.
    Prodoehl, J.
    Abraham, I.
    Corcos, D.
    Comella, C.
    Little, D.
    MOVEMENT DISORDERS, 2008, 23 (01) : S69 - S70
  • [22] The neuroprotective action of lenalidomide on rotenone model of Parkinson's Disease: Neurotrophic and supportive actions in the substantia nigra pars compacta
    Cankara, Fatma Nihan
    Gunaydin, Caner
    Bilge, Suleyman Sirri
    Ozmen, Ozlem
    Kortholt, Arjan
    NEUROSCIENCE LETTERS, 2020, 738
  • [23] THE ROLE OF CALCIUM AND MITOCHONDRIAL OXIDANT STRESS IN THE LOSS OF SUBSTANTIA NIGRA PARS COMPACTA DOPAMINERGIC NEURONS IN PARKINSON'S DISEASE
    Surmeier, D. J.
    Guzman, J. N.
    Sanchez-Padilla, J.
    Schumacker, P. T.
    NEUROSCIENCE, 2011, 198 : 221 - 231
  • [24] In vivo MRI detection of Parkinson's disease associated degeneration in the lateral ventral tier of substantia nigra pars compacta
    Huddleston, D. E.
    Langley, J.
    Sedlacik, J.
    Boelmans, K.
    Factor, S. A.
    Hu, X.
    MOVEMENT DISORDERS, 2016, 31 : S435 - S435
  • [25] Substantia nigra pars compacta integrity is associated with DRT-related motor symptom improvement in Parkinson's disease
    Atkinson, S.
    Seo, R.
    Peterson, D.
    Cholerton, B.
    Hu, S. C.
    Montine, T.
    Grabowski, T.
    Zabetian, C.
    Rane, S.
    MOVEMENT DISORDERS, 2021, 36 : S344 - S344
  • [26] High-resolution diffusion tensor imaging in the substantia nigra of de novo Parkinson disease
    Vaillancourt, D. E.
    Spraker, M. B.
    Prodoehl, J.
    Abraham, I.
    Corcos, D. M.
    Zhou, X. J.
    Comella, C. L.
    Little, D. M.
    NEUROLOGY, 2009, 72 (16) : 1378 - 1384
  • [27] Parkinson's Disease-Related Increase of T*2-Weighted Hypointensity in Substantia Nigra Pars Compacta
    Langley, Jason
    Huddleston, Daniel E.
    Sedlacik, Jan
    Boelmans, Kai
    Hu, Xiaoping P.
    MOVEMENT DISORDERS, 2017, 32 (03) : 441 - 449
  • [28] Effects of Substantia Nigra pars compacta lesion on the behavioral sequencing in the 6-OHDA model of Parkinson's disease
    Casarrubea, Maurizio
    Di Giovanni, Giuseppe
    Crescimanno, Giuseppe
    Rosa, Ilaria
    Aiello, Stefania
    Di Censo, Davide
    Ranieri, Brigida
    Santangelo, Andrea
    Busatta, Daniele
    Cassioli, Emanuele
    Galante, Angelo
    Alecci, Marcello
    Florio, Tiziana M.
    BEHAVIOURAL BRAIN RESEARCH, 2019, 362 : 28 - 35
  • [29] 3D neuromelanin-sensitive magnetic resonance imaging with semi-automated volume measurement of the substantia nigra pars compacta for diagnosis of Parkinson’s disease
    Kimihiro Ogisu
    Kohsuke Kudo
    Makoto Sasaki
    Ken Sakushima
    Ichiro Yabe
    Hidenao Sasaki
    Satoshi Terae
    Mitsuhiro Nakanishi
    Hiroki Shirato
    Neuroradiology, 2013, 55 : 719 - 724
  • [30] Evaluating Volume Changes in the Substantia Nigra Pars Compacta (SNc) in Parkinson's Disease (PD) in a Study-Specific Magnetic Resonance Imaging (MRI) Template
    Biondetti, E.
    Gaurav, R.
    Yahia-Cherif, L.
    Mangone, G.
    Pyatigorskaya, N.
    Valabregue, R.
    Ewenczyk, C.
    Hutchison, M.
    Corvol, J. C.
    Vidailhet, M. J.
    Lehericy, S.
    MOVEMENT DISORDERS, 2019, 34 : S772 - S773