Cortical Thickness, Surface Area and Subcortical Volume Differentially Contribute to Cognitive Heterogeneity in Parkinson's Disease

被引:42
作者
Gerrits, Niels J. H. M. [1 ,6 ]
van Loenhoud, Anita C. [1 ,5 ]
van den Berg, Stan F. [1 ]
Berendse, Henk W. [2 ,6 ]
Foncke, Elisabeth M. J. [2 ]
Klein, Martin [4 ]
Stoffers, Diederick [3 ]
van der Werf, Ysbrand D. [6 ]
van den Heuvel, Odile A. [1 ,5 ,6 ]
机构
[1] Vrije Univ Amsterdam, Med Ctr VUmc, Dept Anat & Neurosci, Amsterdam, Netherlands
[2] Vrije Univ Amsterdam Med Ctr, Dept Neurol, Amsterdam, Netherlands
[3] Netherlands Inst Neurosci, Amsterdam, Netherlands
[4] Vrije Univ Amsterdam Med Ctr, Dept Med Psychol, Amsterdam, Netherlands
[5] Vrije Univ Amsterdam Med Ctr, Dept Psychiat, Amsterdam, Netherlands
[6] Neurosci Campus Amsterdam NCA, Amsterdam, Netherlands
关键词
VOXEL-BASED MORPHOMETRY; MINI-MENTAL-STATE; IMPAIRMENT; DEMENTIA; INVENTORY; ATROPHY; MRI;
D O I
10.1371/journal.pone.0148852
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Parkinson's disease (PD) is often associated with cognitive deficits, although their severity varies considerably between patients. Recently, we used voxel-based morphometry (VBM) to show that individual differences in gray matter (GM) volume relate to cognitive heterogeneity in PD. VBM does, however, not differentiate between cortical thickness (CTh) and surface area (SA), which might be independently affected in PD. We therefore re-analyzed our cohort using the surface-based method FreeSurfer, and investigated (i) CTh, SA, and (sub) cortical GM volume differences between 93 PD patients and 45 matched controls, and (ii) the relation between these structural measures and cognitive performance on six neuropsychological tasks within the PD group. We found cortical thinning in PD patients in the left pericalcarine gyrus, extending to cuneus, precuneus and lingual areas and left inferior parietal cortex, bilateral rostral middle frontal cortex, and right cuneus, and increased cortical surface area in the left pars triangularis. Within the PD group, we found negative correlations between (i) CTh of occipital areas and performance on a verbal memory task, (ii) SA and volume of the frontal cortex and visuospatial memory performance, and, (iii) volume of the right thalamus and scores on two verbal fluency tasks. Our primary findings illustrate that i) CTh and SA are differentially affected in PD, and ii) VBM and FreeSurfer yield non-overlapping results in an identical dataset. We argue that this discrepancy is due to technical differences and the subtlety of the PD-related structural changes.
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页数:14
相关论文
共 65 条
[11]   Ventricular Enlargement and Mild Cognitive Impairment in Early Parkinson's Disease [J].
Dalaker, Turi O. ;
Zivadinov, Robert ;
Ramasamy, Deepa Preeti ;
Beyer, Mona K. ;
Alves, Guido ;
Bronnick, Kolbjorn S. ;
Tysnes, Ole-Bjorn ;
Aarsland, Dag ;
Larsen, Jan P. .
MOVEMENT DISORDERS, 2011, 26 (02) :297-301
[12]   Gray Matter Correlations of Cognition in Incident Parkinson's Disease [J].
Dalaker, Turi O. ;
Zivadinov, Robert ;
Larsen, Jan P. ;
Beyer, Mona K. ;
Cox, Jennifer L. ;
Alves, Guido ;
Bronnick, Kolbjorn ;
Tysnes, Ole-Bjorn ;
Antulov, Ronald ;
Dwyer, Michael G. ;
Aarsland, Dag .
MOVEMENT DISORDERS, 2010, 25 (05) :629-633
[13]   Registration based cortical thickness measurement [J].
Das, Sandhitsu R. ;
Avants, Brian B. ;
Grossman, Murray ;
Gee, James C. .
NEUROIMAGE, 2009, 45 (03) :867-879
[14]   Differential effects of aging and Alzheimer's disease on medial temporal lobe cortical thickness and surface area [J].
Dickerson, Bradford C. ;
Feczko, Eric ;
Augustinack, Jean C. ;
Pacheco, Jenni ;
Morris, John C. ;
Fischl, Bruce ;
Buckner, Randy L. .
NEUROBIOLOGY OF AGING, 2009, 30 (03) :432-440
[15]   Changes in Gray Matter Induced by Learning-Revisited [J].
Driemeyer, Joenna ;
Boyke, Janina ;
Gaser, Christian ;
Buechel, Christian ;
May, Arne .
PLOS ONE, 2008, 3 (07)
[16]   Accuracy and Reliability of Automated Gray Matter Segmentation Pathways on Real and Simulated Structural Magnetic Resonance Images of the Human Brain [J].
Eggert, Lucas D. ;
Sommer, Jens ;
Jansen, Andreas ;
Kircher, Tilo ;
Konrad, Carsten .
PLOS ONE, 2012, 7 (09)
[17]   Effects of memory training on cortical thickness in the elderly [J].
Engvig, Andreas ;
Fjell, Anders M. ;
Westlye, Lars T. ;
Moberget, Torgeir ;
Sundseth, Oyvind ;
Larsen, Vivi Agnete ;
Walhovd, Kristine B. .
NEUROIMAGE, 2010, 52 (04) :1667-1676
[18]  
Fischl B, 1999, HUM BRAIN MAPP, V8, P272, DOI 10.1002/(SICI)1097-0193(1999)8:4<272::AID-HBM10>3.0.CO
[19]  
2-4
[20]   Automatically parcellating the human cerebral cortex [J].
Fischl, B ;
van der Kouwe, A ;
Destrieux, C ;
Halgren, E ;
Ségonne, F ;
Salat, DH ;
Busa, E ;
Seidman, LJ ;
Goldstein, J ;
Kennedy, D ;
Caviness, V ;
Makris, N ;
Rosen, B ;
Dale, AM .
CEREBRAL CORTEX, 2004, 14 (01) :11-22