The Dynamics of Cortical and Hippocampal Atrophy in Alzheimer Disease

被引:251
作者
Sabuncu, Mert R. [1 ,3 ]
Desikan, Rahul S. [1 ,2 ]
Sepulcre, Jorge [1 ,4 ,5 ,6 ]
Yeo, Boon Thye T. [1 ,4 ,5 ]
Liu, Hesheng [1 ]
Schmansky, Nicholas J. [1 ]
Reuter, Martin [1 ]
Weiner, Michael W. [9 ,10 ]
Buckner, Randy L. [1 ,4 ,5 ,6 ]
Sperling, Reisa A. [1 ,7 ,8 ]
Fischl, Bruce [1 ,3 ]
机构
[1] Massachusetts Gen Hosp, Dept Radiol, Athinoula A Martinos Ctr Biomed Imaging, Charlestown, MA 02129 USA
[2] Univ Calif San Diego, La Jolla, CA 92093 USA
[3] MIT, Comp Sci & Artificial Intelligence Lab, Cambridge, MA 02139 USA
[4] Harvard Univ, Dept Psychol, Cambridge, MA 02138 USA
[5] Harvard Univ, Ctr Brain Sci, Cambridge, MA 02138 USA
[6] Howard Hughes Med Inst, Cambridge, MA USA
[7] Brigham & Womens Hosp, Ctr Alzheimer Res & Treatment, Dept Neurol, Boston, MA 02115 USA
[8] Massachusetts Gen Hosp, Dept Neurol, Boston, MA 02114 USA
[9] Univ Calif San Francisco, Dept Radiol, San Francisco, CA USA
[10] Dept Vet Affairs, San Francisco, CA USA
基金
美国国家卫生研究院;
关键词
MILD COGNITIVE IMPAIRMENT; REGISTERED SERIAL MRI; HUMAN CEREBRAL-CORTEX; BRAIN ATROPHY; COORDINATE SYSTEM; LONGITUDINAL MRI; OLDER-ADULTS; PROGRESSION; RATES; DEMENTIA;
D O I
10.1001/archneurol.2011.167
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Objective: To characterize rates of regional Alzheimer disease (AD)-specific brain atrophy across the presymptomatic, mild cognitive impairment, and dementia stages. Design: Multicenter case-control study of neuroimaging, cerebrospinal fluid, and cognitive test score data from the Alzheimer's Disease Neuroimaging Initiative. Setting: Research centers across the United States and Canada. Patients: We examined a total of 317 participants with baseline cerebrospinal fluid biomarker measurements and 3T1-weighted magnetic resonance images obtained within 1 year. Main Outcome Measures: We used automated tools to compute annual longitudinal atrophy in the hippocampus and cortical regions targeted in AD. We used Mini-Mental State Examination scores as a measure of cognitive performance. We performed a cross-subject analysis of atrophy rates and acceleration on individuals with an AD-like cerebrospinal fluid molecular profile. Results: In presymptomatic individuals harboring indicators of AD, baseline thickness in AD-vulnerable cortical regions was significantly reduced compared with that of healthy control individuals, but baseline hippocampal volume was not. Across the clinical spectrum, rates of AD-specific cortical thinning increased with decreasing cognitive performance before peaking at approximately the Mini-Mental State Examination score of 21, beyond which rates of thinning started to decline. Annual rates of hippocampal volume loss showed a continuously increasing pattern with decreasing cognitive performance as low as the Mini-Mental State Examination score of 15. Analysis of the second derivative of imaging measurements revealed that AD-specific cortical thinning exhibited early acceleration followed by deceleration. Conversely, hippocampal volume loss exhibited positive acceleration across all study participants. Conclusions: Alzheimer disease-specific cortical thinning and hippocampal volume loss are consistent with a sigmoidal pattern, with an acceleration phase during the early stages of the disease. Clinical trials should carefully consider the nonlinear behavior of these AD biomarkers.
引用
收藏
页码:1040 / 1048
页数:9
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