Abstract
The Alzheimer's Disease Neuroimaging Initiative Phase 1 (ADNI-1) is a multisite prospective study designed to examine potential cerebrospinal fluid and imaging markers of Alzheimer's disease (AD) and their relationship to cognitive change. The objective of this study was to provide a global summary of the overall results and patterns of change observed in candidate markers and clinical measures over the first 2 years of follow-up. Change was summarized for 210 normal controls, 357 mild cognitive impairment, and 162 AD subjects, with baseline and at least one cognitive follow-up assessment. Repeated measures and survival models were used to assess baseline biomarker levels as predictors. Potential for improving clinical trials was assessed by comparison of precision of markers for capturing change in hypothetical trial designs. The first 12 months of complete data on ADNI participants demonstrated the potential for substantial advances in characterizing trajectories of change in a range of biomarkers and clinical outcomes, examining their relationship and timing, and assessing the potential for improvements in clinical trial design. Reduced metabolism and greater brain atrophy in the mild cognitive impairment at baseline are associated with more rapid cognitive decline and a higher rate of conversion to AD. Use of biomarkers as study entry criteria or as outcomes could reduce the number of participants required for clinical trials. Analyses and comparisons of ADNI data strongly support the hypothesis that measurable change occurs in cerebrospinal fluid, positron emission tomography, and magnetic resonance imaging well in advance of the actual diagnosis of AD.
MeSH Terms
Alzheimer Disease/cerebrospinal fluid,diagnosis
Amyloid beta-Peptides/cerebrospinal fluid
Biomarkers/cerebrospinal fluid
Clinical Trials as Topic
Cognition Disorders/cerebrospinal fluid,diagnosis
Diagnostic Imaging
Hippocampus/diagnostic imaging,pathology
Humans
Peptide Fragments/cerebrospinal fluid
Predictive Value of Tests
Prospective Studies
Radionuclide Imaging
Chemicals
Amyloid beta-Peptides
Biomarkers
Peptide Fragments
amyloid beta-protein (1-42)
Authors & Affiliations
8 authors, click to expand affiliations / ORCID
Beckett Laurel A
Department of Public Health Sciences, University of California, Davis, CA, USA.
[email protected]
Harvey Danielle J
Gamst Anthony
Donohue Michael
Kornak John
Zhang Hao
Kuo Julie H
Alzheimer's Disease Neuroimaging Initiative
References (23)
23 references, click to expand
-
Use of structural magnetic resonance imaging to predict who will get Alzheimer's disease.
Ann Neurol. 2000 Apr;47(4):430-9
PMID: 10762153
-
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.
Neuroimage. 2010 Jun;51(2):654-64
PMID: 20202480
-
PENN biomarker core of the Alzheimer's disease Neuroimaging Initiative.
Neurosignals. 2008;16(1):19-23
PMID: 18097156
-
Cerebrospinal fluid biomarker signature in Alzheimer's disease neuroimaging initiative subjects.
Ann Neurol. 2009 Apr;65(4):403-13
PMID: 19296504
-
Volume changes in Alzheimer's disease and mild cognitive impairment: cognitive associations.
Eur Radiol. 2010 Mar;20(3):674-82
PMID: 19760240
-
Mild cognitive impairment: Can FDG-PET predict who is to rapidly convert to Alzheimer's disease?
Neurology. 2003 Apr 22;60(8):1374-7
PMID: 12707450
-
Relationships between biomarkers in aging and dementia.
Neurology. 2009 Oct 13;73(15):1193-9
PMID: 19822868
-
Serial PIB and MRI in normal, mild cognitive impairment and Alzheimer's disease: implications for sequence of pathological events in Alzheimer's disease.
Brain. 2009 May;132(Pt 5):1355-65
PMID: 19339253
-
Neuropathology of cognitively normal elderly.
J Neuropathol Exp Neurol. 2003 Nov;62(11):1087-95
PMID: 14656067
-
Conversion of amyloid positive and negative MCI to AD over 3 years: an 11C-PIB PET study.
Neurology. 2009 Sep 8;73(10):754-60
PMID: 19587325
-
Core candidate neurochemical and imaging biomarkers of Alzheimer's disease.
Alzheimers Dement. 2008 Jan;4(1):38-48
PMID: 18631949
-
Association between CSF biomarkers and incipient Alzheimer's disease in patients with mild cognitive impairment: a follow-up study.
Lancet Neurol. 2006 Mar;5(3):228-34
PMID: 16488378
-
Ways toward an early diagnosis in Alzheimer's disease: the Alzheimer's Disease Neuroimaging Initiative (ADNI).
Alzheimers Dement. 2005 Jul;1(1):55-66
PMID: 17476317
-
MRI of hippocampal volume loss in early Alzheimer's disease in relation to ApoE genotype and biomarkers.
Brain. 2009 Apr;132(Pt 4):1067-77
PMID: 19251758
-
Random-effects models for longitudinal data.
Biometrics. 1982 Dec;38(4):963-74
PMID: 7168798
-
Imaging and biomarkers in early Alzheimer's disease and mild cognitive impairment.
Clin Pharmacol Ther. 2009 Oct;86(4):438-41
PMID: 19710641
-
Mixed brain pathologies account for most dementia cases in community-dwelling older persons.
Neurology. 2007 Dec 11;69(24):2197-204
PMID: 17568013
-
Assessing outcomes in Alzheimer disease.
Alzheimer Dis Assoc Disord. 2001 Aug;15 Suppl 1:S8-18
PMID: 11669509
-
The Alzheimer's disease neuroimaging initiative.
Neuroimaging Clin N Am. 2005 Nov;15(4):869-77, xi-xii
PMID: 16443497
-
Cerebral metabolic changes accompanying conversion of mild cognitive impairment into Alzheimer's disease: a PET follow-up study.
Eur J Nucl Med Mol Imaging. 2003 Aug;30(8):1104-13
PMID: 12764551
-
Associations between cognitive, functional, and FDG-PET measures of decline in AD and MCI.
Neurobiol Aging. 2011 Jul;32(7):1207-18
PMID: 19660834
-
Whole brain segmentation: automated labeling of neuroanatomical structures in the human brain.
Neuron. 2002 Jan 31;33(3):341-55
PMID: 11832223
-
Optimizing power to track brain degeneration in Alzheimer's disease and mild cognitive impairment with tensor-based morphometry: an ADNI study of 515 subjects.
Neuroimage. 2009 Dec;48(4):668-81
PMID: 19615450