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High Degree of Heterogeneity in Alzheimer's Disease Progression Patterns

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 patien...

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Detalles Bibliográficos
Autores principales: Komarova, Natalia L., Thalhauser, Craig J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3207941/
https://www.ncbi.nlm.nih.gov/pubmed/22072952
http://dx.doi.org/10.1371/journal.pcbi.1002251
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author Komarova, Natalia L.
Thalhauser, Craig J.
author_facet Komarova, Natalia L.
Thalhauser, Craig J.
author_sort Komarova, Natalia L.
collection PubMed
description 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.
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spelling pubmed-32079412011-11-09 High Degree of Heterogeneity in Alzheimer's Disease Progression Patterns Komarova, Natalia L. Thalhauser, Craig J. PLoS Comput Biol Research Article 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. Public Library of Science 2011-11-03 /pmc/articles/PMC3207941/ /pubmed/22072952 http://dx.doi.org/10.1371/journal.pcbi.1002251 Text en Komarova, Thalhauser. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Komarova, Natalia L.
Thalhauser, Craig J.
High Degree of Heterogeneity in Alzheimer's Disease Progression Patterns
title High Degree of Heterogeneity in Alzheimer's Disease Progression Patterns
title_full High Degree of Heterogeneity in Alzheimer's Disease Progression Patterns
title_fullStr High Degree of Heterogeneity in Alzheimer's Disease Progression Patterns
title_full_unstemmed High Degree of Heterogeneity in Alzheimer's Disease Progression Patterns
title_short High Degree of Heterogeneity in Alzheimer's Disease Progression Patterns
title_sort high degree of heterogeneity in alzheimer's disease progression patterns
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3207941/
https://www.ncbi.nlm.nih.gov/pubmed/22072952
http://dx.doi.org/10.1371/journal.pcbi.1002251
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