To explore the cortical microstructural alterations in Parkinson's disease (PD) at different stages. 149 PD patients and 76 healthy controls were included. PD patients were divided into early stage PD (EPD) (Hoehn-Yahr stage <= 2) and moderate-to-late stage PD (MLPD) (Hoehn-Yahr stage >= 2.5) according to their Hoehn-Yahr stages. All participants underwent two-shell diffusion MRI and the images were fitted to Neurite Orientation Dispersion and Density Imaging (NODDI) model to obtain the neurite density index (NDI) and orientation dispersion index (ODI) to reflect the cortical microstructure. We used gray matter-based spatial statistics method to compare the voxel-wise cortical NODDI metrics between groups. Partial correlation was used to correlate the NODDI metrics and global composite outcome in PD patients. Compared with healthy controls, EPD patients showed lower ODI in widespread regions, covering bilateral frontal, temporal, parietal and occipital cortices, as well as regional lower NDI in bilateral cingulate and frontal lobes. Compared with healthy controls, MLPD patients showed lower ODI and NDI in more widespread regions. Compared with EPD patients, MLPD patients showed lower ODI in bilateral temporal, parietal and occipital cortices, where the ODI values were negatively correlated with global composite outcome in PD patients. PD patients showed widespread cortical microstructural degeneration, characterized by reduced neurite density and orientation dispersion, and the cortical neuritic microstructure exhibit progressive degeneration during the progression of PD.
机构:
Univ Vita Salute San Raffaele, Neuroimaging Res Unit, Inst Expt Neurol, Div Neurosci,San Raffaele Sci Inst, I-20132 Milan, ItalyUniv Vita Salute San Raffaele, Neuroimaging Res Unit, Inst Expt Neurol, Div Neurosci,San Raffaele Sci Inst, I-20132 Milan, Italy
Agosta, Federica
Canu, Elisa
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Univ Vita Salute San Raffaele, Neuroimaging Res Unit, Inst Expt Neurol, Div Neurosci,San Raffaele Sci Inst, I-20132 Milan, ItalyUniv Vita Salute San Raffaele, Neuroimaging Res Unit, Inst Expt Neurol, Div Neurosci,San Raffaele Sci Inst, I-20132 Milan, Italy
Canu, Elisa
Stojkovic, Tanja
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Univ Belgrade, Fac Med, Neurol Clin, Belgrade, SerbiaUniv Vita Salute San Raffaele, Neuroimaging Res Unit, Inst Expt Neurol, Div Neurosci,San Raffaele Sci Inst, I-20132 Milan, Italy
Stojkovic, Tanja
Pievani, Michela
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Univ Vita Salute San Raffaele, Neuroimaging Res Unit, Inst Expt Neurol, Div Neurosci,San Raffaele Sci Inst, I-20132 Milan, ItalyUniv Vita Salute San Raffaele, Neuroimaging Res Unit, Inst Expt Neurol, Div Neurosci,San Raffaele Sci Inst, I-20132 Milan, Italy
Pievani, Michela
Tomic, Aleksandra
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Univ Belgrade, Fac Med, Neurol Clin, Belgrade, SerbiaUniv Vita Salute San Raffaele, Neuroimaging Res Unit, Inst Expt Neurol, Div Neurosci,San Raffaele Sci Inst, I-20132 Milan, Italy
Tomic, Aleksandra
Sarro, Lidia
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Univ Vita Salute San Raffaele, Neuroimaging Res Unit, Inst Expt Neurol, Div Neurosci,San Raffaele Sci Inst, I-20132 Milan, Italy
Univ Vita Salute San Raffaele, Dept Neurol, Inst Expt Neurol, Div Neurosci,San Raffaele Sci Inst, I-20132 Milan, ItalyUniv Vita Salute San Raffaele, Neuroimaging Res Unit, Inst Expt Neurol, Div Neurosci,San Raffaele Sci Inst, I-20132 Milan, Italy
Sarro, Lidia
Dragasevic, Natasa
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Univ Belgrade, Fac Med, Neurol Clin, Belgrade, SerbiaUniv Vita Salute San Raffaele, Neuroimaging Res Unit, Inst Expt Neurol, Div Neurosci,San Raffaele Sci Inst, I-20132 Milan, Italy
Dragasevic, Natasa
Copetti, Massimiliano
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IRCCS Osped Casa Sollievo Sofferenza, Biostat Unit, Foggia, ItalyUniv Vita Salute San Raffaele, Neuroimaging Res Unit, Inst Expt Neurol, Div Neurosci,San Raffaele Sci Inst, I-20132 Milan, Italy
Copetti, Massimiliano
Comi, Giancarlo
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Univ Vita Salute San Raffaele, Dept Neurol, Inst Expt Neurol, Div Neurosci,San Raffaele Sci Inst, I-20132 Milan, ItalyUniv Vita Salute San Raffaele, Neuroimaging Res Unit, Inst Expt Neurol, Div Neurosci,San Raffaele Sci Inst, I-20132 Milan, Italy
Comi, Giancarlo
Kostic, Vladimir S.
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Univ Belgrade, Fac Med, Neurol Clin, Belgrade, SerbiaUniv Vita Salute San Raffaele, Neuroimaging Res Unit, Inst Expt Neurol, Div Neurosci,San Raffaele Sci Inst, I-20132 Milan, Italy
Kostic, Vladimir S.
Filippi, Massimo
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Univ Vita Salute San Raffaele, Neuroimaging Res Unit, Inst Expt Neurol, Div Neurosci,San Raffaele Sci Inst, I-20132 Milan, Italy
Univ Vita Salute San Raffaele, Dept Neurol, Inst Expt Neurol, Div Neurosci,San Raffaele Sci Inst, I-20132 Milan, ItalyUniv Vita Salute San Raffaele, Neuroimaging Res Unit, Inst Expt Neurol, Div Neurosci,San Raffaele Sci Inst, I-20132 Milan, Italy
机构:
Huazhong Univ Sci & Technol, Union Hosp, Tongji Med Coll, Dept Radiol, Wuhan 430022, Peoples R China
Hubei Prov Key Lab Mol Imaging, Wuhan 430022, Peoples R ChinaHuazhong Univ Sci & Technol, Union Hosp, Tongji Med Coll, Dept Radiol, Wuhan 430022, Peoples R China
Li, Jing
Xu, Yan
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Huazhong Univ Sci & Technol, Union Hosp, Tongji Med Coll, Dept Neurol, Wuhan 430022, Peoples R ChinaHuazhong Univ Sci & Technol, Union Hosp, Tongji Med Coll, Dept Radiol, Wuhan 430022, Peoples R China
Xu, Yan
Liu, Xiaoming
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Huazhong Univ Sci & Technol, Union Hosp, Tongji Med Coll, Dept Radiol, Wuhan 430022, Peoples R China
Hubei Prov Key Lab Mol Imaging, Wuhan 430022, Peoples R ChinaHuazhong Univ Sci & Technol, Union Hosp, Tongji Med Coll, Dept Radiol, Wuhan 430022, Peoples R China
Liu, Xiaoming
Yang, Fan
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Huazhong Univ Sci & Technol, Union Hosp, Tongji Med Coll, Dept Radiol, Wuhan 430022, Peoples R China
Hubei Prov Key Lab Mol Imaging, Wuhan 430022, Peoples R ChinaHuazhong Univ Sci & Technol, Union Hosp, Tongji Med Coll, Dept Radiol, Wuhan 430022, Peoples R China
Yang, Fan
Fan, Wenliang
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Huazhong Univ Sci & Technol, Union Hosp, Tongji Med Coll, Dept Radiol, Wuhan 430022, Peoples R China
Hubei Prov Key Lab Mol Imaging, Wuhan 430022, Peoples R ChinaHuazhong Univ Sci & Technol, Union Hosp, Tongji Med Coll, Dept Radiol, Wuhan 430022, Peoples R China