Cargando…
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...
Autores principales: | , , , , , , |
---|---|
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 |
_version_ | 1785103866487898112 |
---|---|
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. |
format | Online Article Text |
id | pubmed-10490554 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT greencolin assessingcosteffectivenessofearlyinterventioninalzheimersdiseaseanopensourcemodelingframework AT handelsron assessingcosteffectivenessofearlyinterventioninalzheimersdiseaseanopensourcemodelingframework AT gustavssonanders assessingcosteffectivenessofearlyinterventioninalzheimersdiseaseanopensourcemodelingframework AT wimoanders assessingcosteffectivenessofearlyinterventioninalzheimersdiseaseanopensourcemodelingframework AT winbladbengt assessingcosteffectivenessofearlyinterventioninalzheimersdiseaseanopensourcemodelingframework AT skoldungeranders assessingcosteffectivenessofearlyinterventioninalzheimersdiseaseanopensourcemodelingframework AT jonssonlinus assessingcosteffectivenessofearlyinterventioninalzheimersdiseaseanopensourcemodelingframework |