TY - JOUR
T1 - Neurodegeneration across stages of cognitive decline in Parkinson disease
AU - Weintraub, Daniel
AU - Doshi, Jimit
AU - Koka, Deepthi
AU - Davatzikos, Christos
AU - Siderowf, Andrew D.
AU - Duda, John E.
AU - Wolk, David A.
AU - Moberg, Paul J.
AU - Xie, Sharon X.
AU - Clark, Christopher M.
PY - 2011/12
Y1 - 2011/12
N2 - Objective: To assess regions and patterns of brain atrophy in patients with Parkinson disease (PD) with normal cognition (PD-NC), mild cognitive impairment (PD-MCI), and dementia-level cognitive deficits (PDD). Design: Images were quantified using a region-of-interest approach and voxel-based morphometry analysis. We used a high-dimensional pattern classification approach to delineate brain regions that collectively formed the Spatial Pattern of Abnormalities for Recognition of PDD. Setting: The Parkinson's Disease and Movement Disorders Center at the University of Pennsylvania. Subjects: Eighty-four PD patients (61 PD-NC, 12 PDMCI, and 11 PDD) and 23 healthy control subjects (HCs) underwent magnetic resonance imaging of the brain. Results: The PD-NC patients did not demonstrate significant brain atrophy compared with HCs. Compared with PD-NC patients, PD-MCI patients had hippocampal atrophy (β=-0.37; P=.001), and PDD patients demonstrated hippocampal (β=-0.32; P=.004) and additional medial temporal lobe atrophy (β=-0.36; P=.003). The PD-MCI patients had a different pattern of atrophy compared with PD-NC patients (P=.04) and a similar pattern to that of PDD patients (P=.81), characterized by hippocampal, prefrontal cortex gray and white matter, occipital lobe gray and white matter, and parietal lobe white matter atrophy. In nondemented PD patients, there was a correlation between memory-encoding performance and hippocampal volume. Conclusions: Hippocampal atrophy is a biomarker of initial cognitive decline in PD, including impaired memory encoding and storage, suggesting heterogeneity in the neural substrate of memory impairment. Use of a pattern classification approach may allow identification of diffuse regions of cortical gray and white matter atrophy early in the course of cognitive decline.
AB - Objective: To assess regions and patterns of brain atrophy in patients with Parkinson disease (PD) with normal cognition (PD-NC), mild cognitive impairment (PD-MCI), and dementia-level cognitive deficits (PDD). Design: Images were quantified using a region-of-interest approach and voxel-based morphometry analysis. We used a high-dimensional pattern classification approach to delineate brain regions that collectively formed the Spatial Pattern of Abnormalities for Recognition of PDD. Setting: The Parkinson's Disease and Movement Disorders Center at the University of Pennsylvania. Subjects: Eighty-four PD patients (61 PD-NC, 12 PDMCI, and 11 PDD) and 23 healthy control subjects (HCs) underwent magnetic resonance imaging of the brain. Results: The PD-NC patients did not demonstrate significant brain atrophy compared with HCs. Compared with PD-NC patients, PD-MCI patients had hippocampal atrophy (β=-0.37; P=.001), and PDD patients demonstrated hippocampal (β=-0.32; P=.004) and additional medial temporal lobe atrophy (β=-0.36; P=.003). The PD-MCI patients had a different pattern of atrophy compared with PD-NC patients (P=.04) and a similar pattern to that of PDD patients (P=.81), characterized by hippocampal, prefrontal cortex gray and white matter, occipital lobe gray and white matter, and parietal lobe white matter atrophy. In nondemented PD patients, there was a correlation between memory-encoding performance and hippocampal volume. Conclusions: Hippocampal atrophy is a biomarker of initial cognitive decline in PD, including impaired memory encoding and storage, suggesting heterogeneity in the neural substrate of memory impairment. Use of a pattern classification approach may allow identification of diffuse regions of cortical gray and white matter atrophy early in the course of cognitive decline.
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U2 - 10.1001/archneurol.2011.725
DO - 10.1001/archneurol.2011.725
M3 - Article
C2 - 22159053
AN - SCOPUS:83455225206
SN - 0003-9942
VL - 68
SP - 1562
EP - 1568
JO - Archives of neurology
JF - Archives of neurology
IS - 12
ER -