Biomarker progressions explain higher variability in stage-specific cognitive decline than baseline values in Alzheimer disease

被引:31
作者
Dodge, Hiroko H. [1 ,2 ,3 ]
Zhu, Jian [4 ]
Harvey, Danielle [5 ]
Saito, Naomi [5 ]
Silbert, Lisa C. [1 ,6 ]
Kaye, Jeffrey A. [1 ,6 ]
Koeppe, Robert A. [7 ]
Albin, Roger L. [2 ,3 ,8 ]
机构
[1] Oregon Hlth & Sci Univ, Dept Neurol, Layton Aging & Alzheimers Dis Ctr, Portland, OR 97201 USA
[2] Univ Michigan, Dept Neurol, Ann Arbor, MI USA
[3] Univ Michigan, Michigan Alzheimers Dis Ctr, Ann Arbor, MI USA
[4] Univ Michigan, Dept Biostat, Ann Arbor, MI 48109 USA
[5] Univ Calif Davis, Dept Publ Hlth Sci, Davis, CA 95616 USA
[6] Portland VA Med Ctr, Portland, OR USA
[7] Univ Michigan, Dept Radiol, Ann Arbor, MI 48109 USA
[8] Vet Affairs Ann Arbor Healthcare Syst, Neurol Serv & Geriatr Res Educ & Clin Ctr, Ann Arbor, MI USA
基金
加拿大健康研究院; 美国国家卫生研究院;
关键词
ADNI; Cognitive declines; Biomarker; Biomarker progressions; ADNI-mem; ADNI-exe; MCI; FDG-PET; MRI volume; NEUROIMAGING INITIATIVE ADNI; SMALL-VESSEL DISEASE; WHITE-MATTER; CORTICAL THICKNESS; CLINICAL CHARACTERIZATION; PATHOLOGICAL CASCADE; HYPOTHETICAL MODEL; DYNAMIC BIOMARKERS; EXECUTIVE FUNCTION; PROCESSING SPEED;
D O I
10.1016/j.jalz.2014.04.513
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Background: It is unknown which commonly used Alzheimer disease (AD) biomarker values baseline or progression best predict longitudinal cognitive decline. Methods: 526 subjects from the Alzheimer's Disease Neuroimaging Initiative (ADNI). ADNI composite memory and executive scores were the primary outcomes. Individual-specific slope of the longitudinal trajectory of each biomarker was first estimated. These estimates and observed baseline biomarker values were used as predictors of cognitive declines. Variability in cognitive declines explained by baseline biomarker values was compared with variability explained by biomarker progression values. Results: About 40% of variability in memory and executive function declines was explained by ventricular volume progression among mild cognitive impairment patients. A total of 84% of memory and 65% of executive function declines were explained by fluorodeoxyglucose positron emission tomography (FDG-PET) score progression and ventricular volume progression, respectively, among AD patients. Conclusions: For most biomarkers, biomarker progressions explained higher variability in cognitive decline than biomarker baseline values. This has important implications for clinical trials targeted to modify AD biomarkers. (C) 2014 The Alzheimer's Association. All rights reserved.
引用
收藏
页码:690 / 703
页数:14
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