Mapping hippocampal and ventricular change in Alzheimer disease

被引:484
作者
Thompson, PM
Hayashi, KM
de Zubicaray, GI
Janke, AL
Rose, SE
Semple, J
Hong, MS
Herman, DH
Gravano, D
Doddrell, DM
Toga, AW
机构
[1] Univ Calif Los Angeles, Sch Med, Reed Neurol Res Ctr, Lab Neuro Imaging,Brain Mapping Div,Dept Neurol, Los Angeles, CA 90095 USA
[2] Univ Queensland, Ctr Magnet Resonance, Brisbane, Qld 4072, Australia
[3] Addenbrookes Hosp, GlaxoSmithKline Pharmaceut Plc, Addenbrookes Ctr Clin Invest, Cambridge CB2 2GG, England
关键词
MRI; dementia; Alzheimer disease; longitudinal imaging; atrophy; brain mapping;
D O I
10.1016/j.neuroimage.2004.03.040
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
We developed an anatomical mapping technique to detect hippocampal and ventricular changes in Alzheimer disease (AD). The resulting maps are sensitive to longitudinal changes in brain structure as the disease progresses. An anatomical surface modeling approach was combined with surface-based statistics to visualize the region and rate of atrophy in serial MRI scans and isolate where these changes link with cognitive decline. Fifty-two high-resolution MRI scans were acquired from 12 AD patients (age: 68.4 +/- 1.9 years) and 14 matched controls (age: 71.4 +/- 0.9 years), each scanned twice (2.1 +/- 0.4 years apart). 3D parametric mesh models of the hippocampus and temporal horns were created in sequential scans and averaged across subjects to identify systematic patterns of atrophy. As an index of radial atrophy, 3D distance fields were generated relating each anatomical surface point to a medial curve threading down the medial axis of each structure. Hippocampal atrophic rates and ventricular expansion were assessed statistically using surface-based permutation testing and were faster in AD than in controls. Using color-coded maps and video sequences, these changes were visualized as they progressed anatomically over time. Additional maps localized regions where atrophic changes linked with cognitive decline. Temporal horn expansion maps were more sensitive to AD progression than maps of hippocampal atrophy, but both maps correlated with clinical deterioration. These quantitative, dynamic visualizations of hippocampal atrophy and ventricular expansion rates in aging and AD may provide a promising measure to track AD progression in drug trials. (C) 2004 Elsevier Inc. All rights reserved.
引用
收藏
页码:1754 / 1766
页数:13
相关论文
共 69 条
[1]  
Alzheimers Assoc, 1998, NEUROBIOL AGING, V19, P109
[2]   Computer-assisted imaging to assess brain structure in healthy and diseased brains [J].
Ashburner, J ;
Csernansky, JG ;
Davatzikos, C ;
Fox, NC ;
Frisoni, GB ;
Thompson, PM .
LANCET NEUROLOGY, 2003, 2 (02) :79-88
[3]   The search for diagnostic and progression markers in AD - So near but still too far? [J].
Black, SE .
NEUROLOGY, 1999, 52 (08) :1533-1534
[4]  
Bobinski M, 2000, NEUROSCIENCE, V95, P721
[5]  
Braak H, 1997, Int Psychogeriatr, V9 Suppl 1, P257, DOI 10.1017/S1041610297004973
[6]   Serial brain MRI at 3-6 month intervals as a surrogate marker for Alzheimer's disease [J].
Bradley, KM ;
Bydder, GM ;
Budge, MM ;
Hajnal, JV ;
White, SJ ;
Ripley, BD ;
Smith, AD .
BRITISH JOURNAL OF RADIOLOGY, 2002, 75 (894) :506-513
[7]   Rates of global and regional cerebral atrophy in AD and frontotemporal dementia [J].
Chan, D ;
Fox, NC ;
Jenkins, R ;
Scahill, RI ;
Crum, WR ;
Rossor, MN .
NEUROLOGY, 2001, 57 (10) :1756-1763
[8]   Early diagnosis of Alzheimer's disease: contribution of structural neuroimaging [J].
Chetelat, G ;
Baron, JC .
NEUROIMAGE, 2003, 18 (02) :525-541
[9]   AUTOMATIC 3D INTERSUBJECT REGISTRATION OF MR VOLUMETRIC DATA IN STANDARDIZED TALAIRACH SPACE [J].
COLLINS, DL ;
NEELIN, P ;
PETERS, TM ;
EVANS, AC .
JOURNAL OF COMPUTER ASSISTED TOMOGRAPHY, 1994, 18 (02) :192-205
[10]   Atrophy of the medial occipitotemporal, inferior, and middle temporal gyri in non-demented elderly predict decline to Alzheimer's disease [J].
Convit, A ;
de Asis, J ;
de Leon, MJ ;
Tarshish, CY ;
De Santi, S ;
Rusinek, H .
NEUROBIOLOGY OF AGING, 2000, 21 (01) :19-26