Brain beta-amyloid measures and magnetic resonance imaging atrophy both predict time-to-progression from mild cognitive impairment to Alzheimer's disease

被引:394
作者
Jack, Clifford R., Jr. [1 ]
Wiste, Heather J. [2 ]
Vemuri, Prashanthi [1 ]
Weigand, Stephen D. [2 ]
Senjem, Matthew L. [1 ]
Zeng, Guang [1 ]
Bernstein, Matt A. [1 ]
Gunter, Jeffrey L. [1 ]
Pankratz, Vernon S. [2 ]
Aisen, Paul S. [3 ]
Weiner, Michael W. [4 ]
Petersen, Ronald C. [5 ]
Shaw, Leslie M. [6 ,7 ]
Trojanowski, John Q. [6 ,7 ]
Knopman, David S. [5 ]
机构
[1] Mayo Clin & Mayo Fdn, Dept Radiol, Rochester, MN 55905 USA
[2] Mayo Clin & Mayo Fdn, Div Biomed Stat & Informat, Rochester, MN 55905 USA
[3] Univ Calif San Diego, Dept Neurosci, La Jolla, CA 92093 USA
[4] Univ Calif San Francisco, San Francisco, CA 94121 USA
[5] Mayo Clin & Mayo Fdn, Dept Neurol, Rochester, MN 55905 USA
[6] Univ Penn, Sch Med, Dept Pathol & Lab Med, Philadelphia, PA 19104 USA
[7] Univ Penn, Sch Med, Inst Ageing, Philadelphia, PA 19104 USA
基金
美国国家卫生研究院;
关键词
mild cognitive impairment; amyloid imaging; magnetic resonance imaging; cerebrospinal fluid; Alzheimer's disease biomarkers; CEREBROSPINAL-FLUID A-BETA(42); NEUROIMAGING INITIATIVE ADNI; VOXEL-BASED MORPHOMETRY; APOLIPOPROTEIN-E; HIPPOCAMPAL ATROPHY; MULTIPLE-IMPUTATION; STRUCTURAL-CHANGES; MRI PREDICTORS; CSF BIOMARKERS; SYNAPSE LOSS;
D O I
10.1093/brain/awq277
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Biomarkers of brain A beta amyloid deposition can be measured either by cerebrospinal fluid A beta 42 or Pittsburgh compound B positron emission tomography imaging. Our objective was to evaluate the ability of A beta load and neurodegenerative atrophy on magnetic resonance imaging to predict shorter time-to-progression from mild cognitive impairment to Alzheimer's dementia and to characterize the effect of these biomarkers on the risk of progression as they become increasingly abnormal. A total of 218 subjects with mild cognitive impairment were identified from the Alzheimer's Disease Neuroimaging Initiative. The primary outcome was time-to-progression to Alzheimer's dementia. Hippocampal volumes were measured and adjusted for intracranial volume. We used a new method of pooling cerebrospinal fluid A beta 42 and Pittsburgh compound B positron emission tomography measures to produce equivalent measures of brain A beta load from either source and analysed the results using multiple imputation methods. We performed our analyses in two phases. First, we grouped our subjects into those who were 'amyloid positive' (n = 165, with the assumption that Alzheimer's pathology is dominant in this group) and those who were 'amyloid negative' (n = 53). In the second phase, we included all 218 subjects with mild cognitive impairment to evaluate the biomarkers in a sample that we assumed to contain a full spectrum of expected pathologies. In a Kaplan-Meier analysis, amyloid positive subjects with mild cognitive impairment were much more likely to progress to dementia within 2 years than amyloid negative subjects with mild cognitive impairment (50 versus 19%). Among amyloid positive subjects with mild cognitive impairment only, hippocampal atrophy predicted shorter time-to-progression (P < 0.001) while A beta load did not (P = 0.44). In contrast, when all 218 subjects with mild cognitive impairment were combined (amyloid positive and negative), hippocampal atrophy and A beta load predicted shorter time-to-progression with comparable power (hazard ratio for an inter-quartile difference of 2.6 for both); however, the risk profile was linear throughout the range of hippocampal atrophy values but reached a ceiling at higher values of brain A beta load. Our results are consistent with a model of Alzheimer's disease in which A beta deposition initiates the pathological cascade but is not the direct cause of cognitive impairment as evidenced by the fact that A beta load severity is decoupled from risk of progression at high levels. In contrast, hippocampal atrophy indicates how far along the neurodegenerative path one is, and hence how close to progressing to dementia. Possible explanations for our finding that many subjects with mild cognitive impairment have intermediate levels of A beta load include: (i) individual subjects may reach an A beta load plateau at varying absolute levels; (ii) some subjects may be more biologically susceptible to A beta than others; and (iii) subjects with mild cognitive impairment with intermediate levels of A beta may represent individuals with Alzheimer's disease co-existent with other pathologies.
引用
收藏
页码:3336 / 3348
页数:13
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