Parkinson disease;
cluster analysis;
neuropsychology;
magnetic resonance imaging;
cortical atrophy;
MILD COGNITIVE IMPAIRMENT;
FACIAL EMOTION RECOGNITION;
DIAGNOSTIC-CRITERIA;
MOTOR SUBTYPES;
HUMAN BRAIN;
DEMENTIA;
PROGRESSION;
BIOMARKERS;
PATHOLOGY;
COHORT;
D O I:
10.1002/mds.26590
中图分类号:
R74 [神经病学与精神病学];
学科分类号:
摘要:
BackgroundClinical variability in the Parkinson's disease phenotype suggests the existence of disease subtypes. We investigated whether distinct anatomical patterns of atrophy can be identified in Parkinson's disease using a hypothesis-free, data-driven approach based on cortical thickness data. MethodsT1-weighted 3-tesla MRI and a comprehensive neuropsychological assessment were performed in a sample of 88 nondemented Parkinson's disease patients and 31 healthy controls. We performed a hierarchical cluster analysis of imaging data using Ward's linkage method. A general linear model with cortical thickness data was used to compare clustering groups. ResultsWe observed 3 patterns of cortical thinning in patients when compared with healthy controls. Pattern 1 (n=30, 34.09%) consisted of cortical atrophy in bilateral precentral gyrus, inferior and superior parietal lobules, cuneus, posterior cingulate, and parahippocampal gyrus. These patients showed worse cognitive performance when compared with controls and the other 2 patterns. Pattern 2 (n=29, 32.95%) consisted of cortical atrophy involving occipital and frontal as well as superior parietal areas and included patients with younger age at onset. Finally, in pattern 3 (n=29, 32.95%), there was no detectable cortical thinning. Patients in the 3 patterns did not differ in disease duration, motor severity, dopaminergic medication doses, or presence of mild cognitive impairment. ConclusionsThree cortical atrophy subtypes were identified in nondemented Parkinson's disease patients: (1) parieto-temporal pattern of atrophy with worse cognitive performance, (2) occipital and frontal cortical atrophy and younger disease onset, and (3) patients without detectable cortical atrophy. These findings may help identify prognosis markers in Parkinson's disease. (c) 2016 The Authors. Movement Disorders published by Wiley Periodicals, Inc. on behalf of International Parkinson and Movement Disorder Society
机构:
Univ Vita Salute San Raffaele, Neuroimaging Res Unit, San Raffaele Sci Inst, Div Neurosci,Inst Expt Neurol, Milan, ItalyUniv Vita Salute San Raffaele, Neuroimaging Res Unit, San Raffaele Sci Inst, Div Neurosci,Inst Expt Neurol, Milan, Italy
Galantucci, S.
Agosta, F.
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Univ Vita Salute San Raffaele, Neuroimaging Res Unit, San Raffaele Sci Inst, Div Neurosci,Inst Expt Neurol, Milan, ItalyUniv Vita Salute San Raffaele, Neuroimaging Res Unit, San Raffaele Sci Inst, Div Neurosci,Inst Expt Neurol, Milan, Italy
Agosta, F.
Stojkovic, T.
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机构:
Univ Belgrade, Neurol Clin, Fac Med, Belgrade, SerbiaUniv Vita Salute San Raffaele, Neuroimaging Res Unit, San Raffaele Sci Inst, Div Neurosci,Inst Expt Neurol, Milan, Italy
Stojkovic, T.
Petrovic, I.
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h-index: 0
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Univ Belgrade, Neurol Clin, Fac Med, Belgrade, SerbiaUniv Vita Salute San Raffaele, Neuroimaging Res Unit, San Raffaele Sci Inst, Div Neurosci,Inst Expt Neurol, Milan, Italy
Petrovic, I.
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Stefanova, E.
Canu, E.
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机构:
Univ Vita Salute San Raffaele, Neuroimaging Res Unit, San Raffaele Sci Inst, Div Neurosci,Inst Expt Neurol, Milan, ItalyUniv Vita Salute San Raffaele, Neuroimaging Res Unit, San Raffaele Sci Inst, Div Neurosci,Inst Expt Neurol, Milan, Italy
Canu, E.
Copetti, M.
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h-index: 0
机构:
IRCCS Osped Casa Sollievo Sofferenza, Biostat Unit, San Giovanni Rotondo, ItalyUniv Vita Salute San Raffaele, Neuroimaging Res Unit, San Raffaele Sci Inst, Div Neurosci,Inst Expt Neurol, Milan, Italy
Copetti, M.
Kostic, V. S.
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Univ Belgrade, Neurol Clin, Fac Med, Belgrade, SerbiaUniv Vita Salute San Raffaele, Neuroimaging Res Unit, San Raffaele Sci Inst, Div Neurosci,Inst Expt Neurol, Milan, Italy
Kostic, V. S.
Filippi, M.
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h-index: 0
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Univ Vita Salute San Raffaele, Neuroimaging Res Unit, San Raffaele Sci Inst, Div Neurosci,Inst Expt Neurol, Milan, ItalyUniv Vita Salute San Raffaele, Neuroimaging Res Unit, San Raffaele Sci Inst, Div Neurosci,Inst Expt Neurol, Milan, Italy
机构:
Univ Vita Salute San Raffaele, San Raffaele Sci Inst, Div Neurosci, Neuroimaging Res Unit,Inst Expt Neurol, Milan, ItalyUniv Vita Salute San Raffaele, San Raffaele Sci Inst, Div Neurosci, Neuroimaging Res Unit,Inst Expt Neurol, Milan, Italy
Galantucci, S.
Agosta, F.
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h-index: 0
机构:
Univ Vita Salute San Raffaele, San Raffaele Sci Inst, Div Neurosci, Neuroimaging Res Unit,Inst Expt Neurol, Milan, ItalyUniv Vita Salute San Raffaele, San Raffaele Sci Inst, Div Neurosci, Neuroimaging Res Unit,Inst Expt Neurol, Milan, Italy
Agosta, F.
Stojkovic, T.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Belgrade, Fac Med, Neurol Clin, Belgrade, SerbiaUniv Vita Salute San Raffaele, San Raffaele Sci Inst, Div Neurosci, Neuroimaging Res Unit,Inst Expt Neurol, Milan, Italy
Stojkovic, T.
Petrovic, I.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Belgrade, Fac Med, Neurol Clin, Belgrade, SerbiaUniv Vita Salute San Raffaele, San Raffaele Sci Inst, Div Neurosci, Neuroimaging Res Unit,Inst Expt Neurol, Milan, Italy
Petrovic, I.
论文数: 引用数:
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Stefanova, E.
Canu, E.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Vita Salute San Raffaele, San Raffaele Sci Inst, Div Neurosci, Neuroimaging Res Unit,Inst Expt Neurol, Milan, ItalyUniv Vita Salute San Raffaele, San Raffaele Sci Inst, Div Neurosci, Neuroimaging Res Unit,Inst Expt Neurol, Milan, Italy
Canu, E.
Copetti, M.
论文数: 0引用数: 0
h-index: 0
机构:
IRCCS Osped Casa Sollievo Sofferenza, Biostat Unit, San Giovanni Rotondo, FG, ItalyUniv Vita Salute San Raffaele, San Raffaele Sci Inst, Div Neurosci, Neuroimaging Res Unit,Inst Expt Neurol, Milan, Italy
Copetti, M.
Kostic, V.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Belgrade, Fac Med, Neurol Clin, Belgrade, SerbiaUniv Vita Salute San Raffaele, San Raffaele Sci Inst, Div Neurosci, Neuroimaging Res Unit,Inst Expt Neurol, Milan, Italy
Kostic, V.
Filippi, M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Vita Salute San Raffaele, San Raffaele Sci Inst, Div Neurosci, Neuroimaging Res Unit,Inst Expt Neurol, Milan, ItalyUniv Vita Salute San Raffaele, San Raffaele Sci Inst, Div Neurosci, Neuroimaging Res Unit,Inst Expt Neurol, Milan, Italy
机构:
Penn State Univ, Coll Med, Inst Personalized Med, Hershey, PA 17033 USAPenn State Univ, Coll Med, Inst Personalized Med, Hershey, PA 17033 USA
Zhang, Lijun
Wang, Ming
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Penn State Univ, Coll Med, Publ Hlth Sci, Hershey, PA 17033 USAPenn State Univ, Coll Med, Inst Personalized Med, Hershey, PA 17033 USA
Wang, Ming
Sterling, Nicholas W.
论文数: 0引用数: 0
h-index: 0
机构:
Penn State Univ, Milton S Hershey Med Ctr, Dept Neurol, Hershey, PA 17033 USAPenn State Univ, Coll Med, Inst Personalized Med, Hershey, PA 17033 USA
Sterling, Nicholas W.
Lee, Eun-Young
论文数: 0引用数: 0
h-index: 0
机构:
Penn State Univ, Milton S Hershey Med Ctr, Dept Neurol, Hershey, PA 17033 USAPenn State Univ, Coll Med, Inst Personalized Med, Hershey, PA 17033 USA
Lee, Eun-Young
Eslinger, Paul J.
论文数: 0引用数: 0
h-index: 0
机构:
Penn State Univ, Milton S Hershey Med Ctr, Dept Neurol, Hershey, PA 17033 USA
Penn State Univ, Milton S Hershey Med Ctr, Dept Publ Hlth Sci, Hershey, PA 17033 USA
Penn State Univ, Milton S Hershey Med Ctr, Dept Radiol, Hershey, PA 17033 USAPenn State Univ, Coll Med, Inst Personalized Med, Hershey, PA 17033 USA
Eslinger, Paul J.
Wagner, Daymond
论文数: 0引用数: 0
h-index: 0
机构:
Penn State Univ, Milton S Hershey Med Ctr, Dept Neurol, Hershey, PA 17033 USAPenn State Univ, Coll Med, Inst Personalized Med, Hershey, PA 17033 USA
Wagner, Daymond
Du, Guangwei
论文数: 0引用数: 0
h-index: 0
机构:
Penn State Univ, Milton S Hershey Med Ctr, Dept Neurol, Hershey, PA 17033 USAPenn State Univ, Coll Med, Inst Personalized Med, Hershey, PA 17033 USA
Du, Guangwei
Lewis, Mechelle M.
论文数: 0引用数: 0
h-index: 0
机构:
Penn State Univ, Milton S Hershey Med Ctr, Dept Neurol, Hershey, PA 17033 USA
Penn State Univ, Milton S Hershey Med Ctr, Dept Pharmacol, Hershey, PA 17033 USAPenn State Univ, Coll Med, Inst Personalized Med, Hershey, PA 17033 USA
Lewis, Mechelle M.
Truong, Young
论文数: 0引用数: 0
h-index: 0
机构:
Univ North Carolina Chapel Hill, Dept Biostat, Chapel Hill, NC 27599 USAPenn State Univ, Coll Med, Inst Personalized Med, Hershey, PA 17033 USA
Truong, Young
Bowman, F. DuBois
论文数: 0引用数: 0
h-index: 0
机构:
Columbia Univ, Dept Biostat, New York, NY 10032 USAPenn State Univ, Coll Med, Inst Personalized Med, Hershey, PA 17033 USA
Bowman, F. DuBois
Huang, Xuemei
论文数: 0引用数: 0
h-index: 0
机构:
Penn State Univ, Milton S Hershey Med Ctr, Dept Neurol, Hershey, PA 17033 USA
Penn State Univ, Milton S Hershey Med Ctr, Dept Radiol, Hershey, PA 17033 USA
Penn State Univ, Milton S Hershey Med Ctr, Dept Pharmacol, Hershey, PA 17033 USA
Penn State Univ, Milton S Hershey Med Ctr, Dept Neurosurg, Hershey, PA 17033 USA
Penn State Univ, Milton S Hershey Med Ctr, Dept Kinesiol, Hershey, PA 17033 USAPenn State Univ, Coll Med, Inst Personalized Med, Hershey, PA 17033 USA
机构:
Capital Med Univ, Xuanwu Hosp, Dept Neurol, Beijing, Peoples R ChinaCapital Med Univ, Xuanwu Hosp, Dept Neurol, Beijing, Peoples R China
Ma, Jinghong
Ma, Shaoyang
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Psychol, CAS Key Lab Mental Hlth, Beijing, Peoples R China
Univ Chinese Acad Sci, Dept Psychol, Beijing, Peoples R ChinaCapital Med Univ, Xuanwu Hosp, Dept Neurol, Beijing, Peoples R China
Ma, Shaoyang
Zou, Haiqiang
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机构:
Guangzhou Mil Command PLA, Gen Hosp, Dept Neurol, Guangzhou, Guangdong, Peoples R ChinaCapital Med Univ, Xuanwu Hosp, Dept Neurol, Beijing, Peoples R China
Zou, Haiqiang
Zhang, Yizhi
论文数: 0引用数: 0
h-index: 0
机构:
Jilin Univ, Hosp 2, Dept Neurol, Changchun, Jilin, Peoples R ChinaCapital Med Univ, Xuanwu Hosp, Dept Neurol, Beijing, Peoples R China
Zhang, Yizhi
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Chan, Piu
Ye, Zheng
论文数: 0引用数: 0
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机构:
Chinese Acad Sci, Inst Psychol, CAS Key Lab Mental Hlth, Beijing, Peoples R China
Univ Chinese Acad Sci, Dept Psychol, Beijing, Peoples R China
CAS Ctr Excellence Brain Sci & Intelligence Techn, Shanghai, Peoples R ChinaCapital Med Univ, Xuanwu Hosp, Dept Neurol, Beijing, Peoples R China