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Enriching the design of Alzheimer's disease clinical trials: Application of the polygenic hazard score and composite outcome measures

INTRODUCTION: Selecting individuals at high risk of Alzheimer's disease (AD) dementia and using the most sensitive outcome measures are important aspects of trial design. METHODS: We divided participants from Alzheimer's Disease Neuroimaging Initiative at the 50th percentile of the predict...

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Autores principales: Banks, Sarah J., Qiu, Yuqi, Fan, Chun Chieh, Dale, Anders M., Zou, Jingjing, Askew, Brianna, Feldman, Howard H.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7507583/
https://www.ncbi.nlm.nih.gov/pubmed/32999917
http://dx.doi.org/10.1002/trc2.12071
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author Banks, Sarah J.
Qiu, Yuqi
Fan, Chun Chieh
Dale, Anders M.
Zou, Jingjing
Askew, Brianna
Feldman, Howard H.
author_facet Banks, Sarah J.
Qiu, Yuqi
Fan, Chun Chieh
Dale, Anders M.
Zou, Jingjing
Askew, Brianna
Feldman, Howard H.
author_sort Banks, Sarah J.
collection PubMed
description INTRODUCTION: Selecting individuals at high risk of Alzheimer's disease (AD) dementia and using the most sensitive outcome measures are important aspects of trial design. METHODS: We divided participants from Alzheimer's Disease Neuroimaging Initiative at the 50th percentile of the predicted absolute risk of the polygenic hazard score (PHS). Outcome measures were the Alzheimer's Disease Assessment Schedule‐Cognitive Subscale (ADAS‐Cog), ADNI‐Mem, Clinical Dementia Rating‐Sum of Boxes (CDR SB), and Cognitive Function Composite 2 (CFC2). In addition to modeling, we use a power analysis compare numbers needed with each technique. RESULTS: Data from 188 cognitively normal and 319 mild cognitively impaired (MCI) participants were analyzed. Using the ADAS‐Cog to estimate sample sizes, without stratification over 24 months, would require 930 participants with MCI, while using the CFC2 and restricting participants to those in the upper 50th percentile would require only 284 participants. DISCUSSION: Combining stratification by PHS and selection of a sensitive combined outcome measure in a cohort of patients with MCI can allow trial design that is more efficient, potentially less burdensome on participants, and more cost effective.
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spelling pubmed-75075832020-09-29 Enriching the design of Alzheimer's disease clinical trials: Application of the polygenic hazard score and composite outcome measures Banks, Sarah J. Qiu, Yuqi Fan, Chun Chieh Dale, Anders M. Zou, Jingjing Askew, Brianna Feldman, Howard H. Alzheimers Dement (N Y) Research Articles INTRODUCTION: Selecting individuals at high risk of Alzheimer's disease (AD) dementia and using the most sensitive outcome measures are important aspects of trial design. METHODS: We divided participants from Alzheimer's Disease Neuroimaging Initiative at the 50th percentile of the predicted absolute risk of the polygenic hazard score (PHS). Outcome measures were the Alzheimer's Disease Assessment Schedule‐Cognitive Subscale (ADAS‐Cog), ADNI‐Mem, Clinical Dementia Rating‐Sum of Boxes (CDR SB), and Cognitive Function Composite 2 (CFC2). In addition to modeling, we use a power analysis compare numbers needed with each technique. RESULTS: Data from 188 cognitively normal and 319 mild cognitively impaired (MCI) participants were analyzed. Using the ADAS‐Cog to estimate sample sizes, without stratification over 24 months, would require 930 participants with MCI, while using the CFC2 and restricting participants to those in the upper 50th percentile would require only 284 participants. DISCUSSION: Combining stratification by PHS and selection of a sensitive combined outcome measure in a cohort of patients with MCI can allow trial design that is more efficient, potentially less burdensome on participants, and more cost effective. John Wiley and Sons Inc. 2020-09-13 /pmc/articles/PMC7507583/ /pubmed/32999917 http://dx.doi.org/10.1002/trc2.12071 Text en © 2020 The Authors. Alzheimer's & Dementia: Translational Research & Clinical Interventions published by Wiley Periodicals LLC on behalf of Alzheimer's Association This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes.
spellingShingle Research Articles
Banks, Sarah J.
Qiu, Yuqi
Fan, Chun Chieh
Dale, Anders M.
Zou, Jingjing
Askew, Brianna
Feldman, Howard H.
Enriching the design of Alzheimer's disease clinical trials: Application of the polygenic hazard score and composite outcome measures
title Enriching the design of Alzheimer's disease clinical trials: Application of the polygenic hazard score and composite outcome measures
title_full Enriching the design of Alzheimer's disease clinical trials: Application of the polygenic hazard score and composite outcome measures
title_fullStr Enriching the design of Alzheimer's disease clinical trials: Application of the polygenic hazard score and composite outcome measures
title_full_unstemmed Enriching the design of Alzheimer's disease clinical trials: Application of the polygenic hazard score and composite outcome measures
title_short Enriching the design of Alzheimer's disease clinical trials: Application of the polygenic hazard score and composite outcome measures
title_sort enriching the design of alzheimer's disease clinical trials: application of the polygenic hazard score and composite outcome measures
topic Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7507583/
https://www.ncbi.nlm.nih.gov/pubmed/32999917
http://dx.doi.org/10.1002/trc2.12071
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