title: High degree of heterogeneity in Alzheimer's disease progression patterns.
abstract: There have been several reports on the varying rates of progression among Alzheimer's Disease (AD) patients; however, there has been no quantitative study of the amount of heterogeneity in AD. Obtaining a reliable quantitative measure of AD progression rates and their variances among the patients for each stage of AD is essential for evaluating results of any clinical study. The Global Deterioration Scale (GDS) and Functional Assessment Staging procedure (FAST) characterize seven stages in the course of AD from normal aging to severe dementia. Each GDS/FAST stage has a published mean duration, but the variance is unknown. We use statistical analysis to reconstruct GDS/FAST stage durations in a cohort of 648 AD patients with an average follow-up time of 4.78 years. Calculations for GDS/FAST stages 4-6 reveal that the standard deviations for stage durations are comparable with their mean values, indicating the presence of large variations in the AD progression among patients. Such amount of heterogeneity in the course of progression of AD is consistent with the existence of several sub-groups of AD patients, which differ by their patterns of decline.
authors.affiliation: Department of Mathematics, University of California Irvine, United States of America. komarova@uci.edu
authors.forename: Natalia L
authors.initials: NL
authors.lastname: Komarova
authors.forename: Craig J
authors.initials: CJ
authors.lastname: Thalhauser
mesh_terms: D000368:Aged; D000369:Aged, 80 and over; D000375:Aging / Q000523:psychology; D000544:Alzheimer Disease / Q000145:classification / Q000209:etiology* / Q000523:psychology; D015331:Cohort Studies; D019295:Computational Biology; D018450:Disease Progression; D006801:Humans; D008137:Longitudinal Studies; D013997:Time Factors
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