Twelve-month metabolic declines in probable Alzheimer's disease and amnestic mild cognitive impairment assessed using an empirically pre-defined statistical region-of-interest: Findings from the Alzheimer's Disease Neuroimaging Initiative

被引:114
作者
Chen, Kewei [1 ,2 ,20 ,21 ]
Langbaum, Jessica B. S. [1 ,20 ]
Fleisher, Adam S. [1 ,19 ,20 ]
Ayutyanont, Napatkamon [1 ,20 ]
Reschke, Cole [1 ,20 ]
Lee, Wendy [1 ,20 ]
Liu, Xiaofen [1 ,20 ]
Bandy, Dan [1 ,20 ]
Alexander, Gene E. [3 ,4 ,20 ]
Thompson, Paul M. [6 ]
Foster, Norman L. [7 ,8 ]
Harvey, Danielle J. [9 ]
de Leon, Mony J. [10 ,11 ]
Koeppe, Robert A. [12 ]
Jagust, William J. [13 ,14 ]
Weiner, Michael W. [15 ,16 ,17 ]
Reiman, Eric M. [1 ,5 ,18 ,20 ]
机构
[1] Banner Good Samaritan PET Ctr, Phoenix, AZ USA
[2] Arizona State Univ, Dept Math & Stat, Tempe, AZ USA
[3] Univ Arizona, Dept Psychol, Tucson, AZ 85721 USA
[4] Evelyn F McKnight Brain Inst, Tucson, AZ USA
[5] Univ Arizona, Dept Psychiat, Tucson, AZ 85721 USA
[6] Univ Calif Los Angeles, Sch Med, Dept Neurol, Lab Neuro Imaging, Los Angeles, CA 90024 USA
[7] Univ Utah, Ctr Alzheimers Care Imaging & Res, Salt Lake City, UT USA
[8] Univ Utah, Dept Neurol, Salt Lake City, UT USA
[9] Univ Calif Davis, Dept Biostat, Dept Publ Hlth Sci, Davis, CA 95616 USA
[10] NYU, Dept Psychiat, Ctr Brain Hlth, Langone Med Ctr, New York, NY 10003 USA
[11] Nathan S Kline Inst Psychiat Res, Orangeburg, NY USA
[12] Univ Michigan, Div Nucl Med, Dept Radiol, Ann Arbor, MI 48109 USA
[13] Univ Calif Berkeley, Sch Publ Hlth, Berkeley, CA 94720 USA
[14] Univ Calif Berkeley, Helen Wills Neurosci Inst, Berkeley, CA 94720 USA
[15] Univ Calif San Francisco, Dept Radiol, San Francisco, CA 94143 USA
[16] Univ Calif San Francisco, Dept Med, San Francisco, CA 94143 USA
[17] Univ Calif San Francisco, Dept Psychiat, San Francisco, CA 94143 USA
[18] Translat Genom Res Inst, Div Neurogenom, Phoenix, AZ USA
[19] Univ Calif San Diego, Dept Neurosci, San Diego, CA 92103 USA
[20] Arizona Alzheimers Consortium, Phoenix, AZ USA
[21] Banner Good Samaritan Med Ctr, PET Ctr, Banner Alzheimers Inst, Phoenix, AZ 85006 USA
关键词
POSITRON-EMISSION-TOMOGRAPHY; CEREBROSPINAL-FLUID A-BETA(42); GLUCOSE-METABOLISM; APOLIPOPROTEIN-E; FDG-PET; EPSILON-4; ALLELE; CSF BIOMARKERS; UNITED-STATES; BRAIN; DEMENTIA;
D O I
10.1016/j.neuroimage.2010.02.064
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Alzheimer's disease (AD) is characterized by specific and progressive reductions in fluorodeoxyglucose positron emission tomography (FDG PET) measurements of the cerebral metabolic rate for glucose (CMRgl), some of which may precede the onset of symptoms. In this report, we describe twelve-month CMRgl declines in 69 probable AD patients, 154 amnestic mild cognitive impairment (MCI) patients, and 79 cognitively normal controls (NCs) from the AD Neuroimaging Initiative (ADNI) using statistical parametric mapping (SPM). We introduce the use of an empirically pre-defined statistical region-of-interest (sROI) to characterize CMRgl declines with optimal power and freedom from multiple comparisons, and we estimate the number of patients needed to characterize AD-slowing treatment effects in multi-center randomized clinical trials (RCTs). The AD and MCI groups each had significant twelve-month CMRgl declines bilaterally in posterior cingulate, medial and lateral parietal, medial and lateral temporal, frontal and occipital cortex, which were significantly greater than those in the NC group and correlated with measures of clinical decline. Using sROIs defined based on training sets of baseline and follow-up images to assess CMRgl declines in independent test sets from each patient group, we estimate the need for 66 AD patients or 217 MCI patients per treatment group to detect a 25% AD-slowing treatment effect in a twelve-month, multi-center RCT with 80% power and two-tailed alpha = 0.05, roughly one-tenth the number of the patients needed to study MCI patients using clinical endpoints. Our findings support the use of FDG PET, brain-mapping algorithms and empirically pre-defined sROIs in RCTs of AD-slowing treatments. (C) 2010 Elsevier Inc. All rights reserved.
引用
收藏
页码:654 / 664
页数:11
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