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.

TitleTwelve-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.
Publication TypeJournal Article
Year of Publication2010
AuthorsChen K, Langbaum JBS, Fleisher AS, Ayutyanont N, Reschke C, Lee W, Liu X, Bandy D, Alexander GE, Thompson PM, Foster NL, Harvey DJ, de Leon MJ, Koeppe RA, Jagust WJ, Weiner MW, Reiman EM
Corporate AuthorsAlzheimer's Disease Neuroimaging Initiative
JournalNeuroimage
Volume51
Issue2
Pagination654-64
Date Published2010 Jun
ISSN1095-9572
KeywordsAged, Algorithms, Alzheimer Disease, Brain, Brain Mapping, Cognition Disorders, Disease Progression, Female, Humans, Longitudinal Studies, Male, Multicenter Studies as Topic, Positron-Emission Tomography, Randomized Controlled Trials as Topic, Research Design
Abstract

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.

DOI10.1016/j.neuroimage.2010.02.064
Alternate JournalNeuroimage
PubMed ID20202480
PubMed Central IDPMC2856742
Grant ListR01 AG031581-11 / AG / NIA NIH HHS / United States
R01 AG025526-03 / AG / NIA NIH HHS / United States
P30 AG019610-07S1 / AG / NIA NIH HHS / United States
R01 AG022374 / AG / NIA NIH HHS / United States
U01 AG024904-01 / AG / NIA NIH HHS / United States
R01 MH057899 / MH / NIMH NIH HHS / United States
R01 AG025526 / AG / NIA NIH HHS / United States
P30 AG019610-08 / AG / NIA NIH HHS / United States
U01 AG024904-04 / AG / NIA NIH HHS / United States
R01 MH057899-07 / MH / NIMH NIH HHS / United States
R01 AG031581 / AG / NIA NIH HHS / United States
R01 AG031581-10 / AG / NIA NIH HHS / United States
U01 AG024904-04S1 / AG / NIA NIH HHS / United States
P30 AG010129-19 / AG / NIA NIH HHS / United States
R01 AG025526-04 / AG / NIA NIH HHS / United States
R01 AG013616 / AG / NIA NIH HHS / United States
U01 AG024904 / AG / NIA NIH HHS / United States
P30AG19610 / AG / NIA NIH HHS / United States
P30 AG019610-04 / AG / NIA NIH HHS / United States
U19 AG010483 / AG / NIA NIH HHS / United States
P30 AG019610-04S1 / AG / NIA NIH HHS / United States
R01AG031581 / AG / NIA NIH HHS / United States
P30 AG008051 / AG / NIA NIH HHS / United States
R01AG025526 / AG / NIA NIH HHS / United States
U01 AG024904-05S4 / AG / NIA NIH HHS / United States
P30 AG019610-07 / AG / NIA NIH HHS / United States
U01 AG024904-03 / AG / NIA NIH HHS / United States
R01 MH057899-08 / MH / NIMH NIH HHS / United States
U01 AG024904-05S2 / AG / NIA NIH HHS / United States
R01 AG012101 / AG / NIA NIH HHS / United States
P30 AG019610-03 / AG / NIA NIH HHS / United States
R01 MH057899-02 / MH / NIMH NIH HHS / United States
R01 MH057899-06 / MH / NIMH NIH HHS / United States
R01MH057899 / MH / NIMH NIH HHS / United States
P30 AG019610-05S1 / AG / NIA NIH HHS / United States
R01 AG025526-01A1 / AG / NIA NIH HHS / United States
P30 AG019610-06 / AG / NIA NIH HHS / United States
U01 AG024904-02 / AG / NIA NIH HHS / United States
U01 AG024904-01S1 / AG / NIA NIH HHS / United States
U01 AG024904-05S5 / AG / NIA NIH HHS / United States
P30 AG019610-02 / AG / NIA NIH HHS / United States
P30 AG019610-08S1 / AG / NIA NIH HHS / United States
P30 AG019610-09 / AG / NIA NIH HHS / United States
R01 MH057899-03 / MH / NIMH NIH HHS / United States
U01 AG024904-05S1 / AG / NIA NIH HHS / United States
U01 AG024904-03S1A1 / AG / NIA NIH HHS / United States
U01 AG024904-05 / AG / NIA NIH HHS / United States
R01 MH057899-05 / MH / NIMH NIH HHS / United States
U01 AG024904-03S4 / AG / NIA NIH HHS / United States
U01 AG024904-04S2 / AG / NIA NIH HHS / United States
P30 AG010129 / AG / NIA NIH HHS / United States
P30 AG019610 / AG / NIA NIH HHS / United States
R01 MH057899-09 / MH / NIMH NIH HHS / United States
U01 AG024904-01S2 / AG / NIA NIH HHS / United States
U01 AG024904-05S6 / AG / NIA NIH HHS / United States
P30 AG019610-01 / AG / NIA NIH HHS / United States
P30 AG019610-05 / AG / NIA NIH HHS / United States
R01 AG025526-02 / AG / NIA NIH HHS / United States
R01 MH057899-04 / MH / NIMH NIH HHS / United States
U01 AG024904-05S3 / AG / NIA NIH HHS / United States
P30 AG019610-08S2 / AG / NIA NIH HHS / United States
U01 AG024904-03S5 / AG / NIA NIH HHS / United States
U01 AG024904-03S3 / AG / NIA NIH HHS / United States
Related Institute: 
Brain Health Imaging Institute (BHII)

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