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Quantile regression to characterize solanezumab effects in Alzheimer's disease trials

INTRODUCTION: In two solanezumab trials for mild-to-moderate Alzheimer's disease (AD) dementia, 27% of patients had biomarker confirmation of amyloid status. Of these, approximately 25% of mild patients and approximately 10% of moderate patients were amyloid negative and, as a group, did not ex...

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Autores principales: Chen, Yun-Fei, Ma, Xiwen, Sundell, Karen, Alaka, Karla, Schuh, Kory, Raskin, Joel, Dean, Robert A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5651345/
https://www.ncbi.nlm.nih.gov/pubmed/29067306
http://dx.doi.org/10.1016/j.trci.2016.07.005
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author Chen, Yun-Fei
Ma, Xiwen
Sundell, Karen
Alaka, Karla
Schuh, Kory
Raskin, Joel
Dean, Robert A.
author_facet Chen, Yun-Fei
Ma, Xiwen
Sundell, Karen
Alaka, Karla
Schuh, Kory
Raskin, Joel
Dean, Robert A.
author_sort Chen, Yun-Fei
collection PubMed
description INTRODUCTION: In two solanezumab trials for mild-to-moderate Alzheimer's disease (AD) dementia, 27% of patients had biomarker confirmation of amyloid status. Of these, approximately 25% of mild patients and approximately 10% of moderate patients were amyloid negative and, as a group, did not exhibit clinical progression typical of AD. This post-hoc analysis describes a statistical surrogate for amyloid status. METHODS: Quantile regression was used to examine solanezumab treatment effects at fixed percentiles of varying degrees of clinical progression, with lowest percentiles (minimal progression atypical of AD) and higher percentiles acting as surrogates for amyloid negativity or positivity, respectively. RESULTS: In mild patients, solanezumab treatment effect was greater in higher percentiles of progression and less in lowest percentiles (AD-atypical). In moderate patients, solanezumab did not show effects across most percentiles. DISCUSSION: Results are compatible with design of the ongoing solanezumab EXPEDITION 3 trial that limits patients to those with mild AD dementia and evidence of amyloid pathology.
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spelling pubmed-56513452017-10-24 Quantile regression to characterize solanezumab effects in Alzheimer's disease trials Chen, Yun-Fei Ma, Xiwen Sundell, Karen Alaka, Karla Schuh, Kory Raskin, Joel Dean, Robert A. Alzheimers Dement (N Y) Featured Article INTRODUCTION: In two solanezumab trials for mild-to-moderate Alzheimer's disease (AD) dementia, 27% of patients had biomarker confirmation of amyloid status. Of these, approximately 25% of mild patients and approximately 10% of moderate patients were amyloid negative and, as a group, did not exhibit clinical progression typical of AD. This post-hoc analysis describes a statistical surrogate for amyloid status. METHODS: Quantile regression was used to examine solanezumab treatment effects at fixed percentiles of varying degrees of clinical progression, with lowest percentiles (minimal progression atypical of AD) and higher percentiles acting as surrogates for amyloid negativity or positivity, respectively. RESULTS: In mild patients, solanezumab treatment effect was greater in higher percentiles of progression and less in lowest percentiles (AD-atypical). In moderate patients, solanezumab did not show effects across most percentiles. DISCUSSION: Results are compatible with design of the ongoing solanezumab EXPEDITION 3 trial that limits patients to those with mild AD dementia and evidence of amyloid pathology. Elsevier 2016-08-17 /pmc/articles/PMC5651345/ /pubmed/29067306 http://dx.doi.org/10.1016/j.trci.2016.07.005 Text en © 2016 Eli Lilly and Company http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Featured Article
Chen, Yun-Fei
Ma, Xiwen
Sundell, Karen
Alaka, Karla
Schuh, Kory
Raskin, Joel
Dean, Robert A.
Quantile regression to characterize solanezumab effects in Alzheimer's disease trials
title Quantile regression to characterize solanezumab effects in Alzheimer's disease trials
title_full Quantile regression to characterize solanezumab effects in Alzheimer's disease trials
title_fullStr Quantile regression to characterize solanezumab effects in Alzheimer's disease trials
title_full_unstemmed Quantile regression to characterize solanezumab effects in Alzheimer's disease trials
title_short Quantile regression to characterize solanezumab effects in Alzheimer's disease trials
title_sort quantile regression to characterize solanezumab effects in alzheimer's disease trials
topic Featured Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5651345/
https://www.ncbi.nlm.nih.gov/pubmed/29067306
http://dx.doi.org/10.1016/j.trci.2016.07.005
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