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Assessing cost-effectiveness of early intervention in Alzheimer’s disease: An open-source modeling framework

INTRODUCTION: We develop a framework to model disease progression across Alzheimer’s disease (AD) and to assess the cost-effectiveness of future disease-modifying therapies (DMTs) for people with mild cognitive impairment (MCI) due to AD. METHODS: Using data from the US National Alzheimer’s Coordina...

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Autores principales: Green, Colin, Handels, Ron, Gustavsson, Anders, Wimo, Anders, Winblad, Bengt, Sköldunger, Anders, Jönsson, Linus
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10490554/
https://www.ncbi.nlm.nih.gov/pubmed/31402324
http://dx.doi.org/10.1016/j.jalz.2019.05.004
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author Green, Colin
Handels, Ron
Gustavsson, Anders
Wimo, Anders
Winblad, Bengt
Sköldunger, Anders
Jönsson, Linus
author_facet Green, Colin
Handels, Ron
Gustavsson, Anders
Wimo, Anders
Winblad, Bengt
Sköldunger, Anders
Jönsson, Linus
author_sort Green, Colin
collection PubMed
description INTRODUCTION: We develop a framework to model disease progression across Alzheimer’s disease (AD) and to assess the cost-effectiveness of future disease-modifying therapies (DMTs) for people with mild cognitive impairment (MCI) due to AD. METHODS: Using data from the US National Alzheimer’s Coordinating Center, we apply survival analysis to estimate transition from predementia to AD dementia and ordered probit regression to estimate transitions across AD dementia stages. We investigate the cost-effectiveness of a hypothetical treatment scenario for people in MCI due to AD. RESULTS: We present an open-access model-based decision-analytic framework. Assuming a modest DMT treatment effect in MCI, we predict extended life expectancy and a reduction in time with AD dementia. DISCUSSION: Any future DMT for AD is expected to pose significant economic challenges across all health-care systems, and decision-analytic modeling will be required to assess costs and outcomes. Further developments are needed to inform these health policy considerations.
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spelling pubmed-104905542023-09-08 Assessing cost-effectiveness of early intervention in Alzheimer’s disease: An open-source modeling framework Green, Colin Handels, Ron Gustavsson, Anders Wimo, Anders Winblad, Bengt Sköldunger, Anders Jönsson, Linus Alzheimers Dement Article INTRODUCTION: We develop a framework to model disease progression across Alzheimer’s disease (AD) and to assess the cost-effectiveness of future disease-modifying therapies (DMTs) for people with mild cognitive impairment (MCI) due to AD. METHODS: Using data from the US National Alzheimer’s Coordinating Center, we apply survival analysis to estimate transition from predementia to AD dementia and ordered probit regression to estimate transitions across AD dementia stages. We investigate the cost-effectiveness of a hypothetical treatment scenario for people in MCI due to AD. RESULTS: We present an open-access model-based decision-analytic framework. Assuming a modest DMT treatment effect in MCI, we predict extended life expectancy and a reduction in time with AD dementia. DISCUSSION: Any future DMT for AD is expected to pose significant economic challenges across all health-care systems, and decision-analytic modeling will be required to assess costs and outcomes. Further developments are needed to inform these health policy considerations. 2019-10 2019-08-08 /pmc/articles/PMC10490554/ /pubmed/31402324 http://dx.doi.org/10.1016/j.jalz.2019.05.004 Text en https://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/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) ).
spellingShingle Article
Green, Colin
Handels, Ron
Gustavsson, Anders
Wimo, Anders
Winblad, Bengt
Sköldunger, Anders
Jönsson, Linus
Assessing cost-effectiveness of early intervention in Alzheimer’s disease: An open-source modeling framework
title Assessing cost-effectiveness of early intervention in Alzheimer’s disease: An open-source modeling framework
title_full Assessing cost-effectiveness of early intervention in Alzheimer’s disease: An open-source modeling framework
title_fullStr Assessing cost-effectiveness of early intervention in Alzheimer’s disease: An open-source modeling framework
title_full_unstemmed Assessing cost-effectiveness of early intervention in Alzheimer’s disease: An open-source modeling framework
title_short Assessing cost-effectiveness of early intervention in Alzheimer’s disease: An open-source modeling framework
title_sort assessing cost-effectiveness of early intervention in alzheimer’s disease: an open-source modeling framework
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10490554/
https://www.ncbi.nlm.nih.gov/pubmed/31402324
http://dx.doi.org/10.1016/j.jalz.2019.05.004
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