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Therapeutic preference for Alzheimer’s disease treatments: a discrete choice experiment with caregivers and neurologists
BACKGROUND: Alzheimer’s disease (AD) is a major global health crisis in need of more effective therapies. However, difficult choices to optimize value-based care will need to be made. While identifying preferred therapeutic attributes of new AD therapies is necessary, few studies have explored how p...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10037811/ https://www.ncbi.nlm.nih.gov/pubmed/36964606 http://dx.doi.org/10.1186/s13195-023-01207-8 |
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author | Dranitsaris, George Zhang, Quanwu Mu, Lin Weyrer, Christopher Drysdale, Erik Neumann, Peter Atri, Alireza Monfared, Amir Abbas Tahami |
author_facet | Dranitsaris, George Zhang, Quanwu Mu, Lin Weyrer, Christopher Drysdale, Erik Neumann, Peter Atri, Alireza Monfared, Amir Abbas Tahami |
author_sort | Dranitsaris, George |
collection | PubMed |
description | BACKGROUND: Alzheimer’s disease (AD) is a major global health crisis in need of more effective therapies. However, difficult choices to optimize value-based care will need to be made. While identifying preferred therapeutic attributes of new AD therapies is necessary, few studies have explored how preferences may vary between the stakeholders. In this study, the trade-offs among key attributes of amyloid plaque-lowering therapies for AD were assessed using a discrete choice experiment (DCE) and compared between caregivers and neurologists. METHODS: An initial pilot study was conducted to identify the potentially relevant features of a new therapy. The DCE evaluated seven drug attributes: clinical effects in terms of delay in AD progression over the standard of care (SOC), variation in clinical effects, biomarker response (achieving amyloid plaque clearance on PET scan), amyloid-related imaging abnormalities-edema (ARIA-E), duration of therapy, need for treatment titration as well as route, and frequency of drug administration. Respondents were then randomly presented with 12 choice sets of treatment options and asked to select their preferred option in each choice set. Hierarchical Bayesian regression modeling was used to estimate weighted preference attributes, which were presented as mean partial utility scores (pUS), with higher scores suggesting an increased preference. RESULTS: Both caregivers (n = 137) and neurologists (n = 161) considered clinical effects (mean pUS = 0.47 and 0.82) and a 5% incremental in ARIA-E (mean pUS = − 0.26 and − 0.52) to be highly impactful determinants of therapeutic choice. In contrast, variation in clinical effects (mean pUS = 0.12 and 0.14) and treatment duration (mean pUS = − 0.02 and − 0.13) were the least important characteristics of any new treatment. Neurologists’ also indicated that subcutaneous drug delivery (mean pUS = 0.42 vs. 0.07) and administration every 4 weeks (mean pUS = 1.0 vs. 0.20) are highly desirable therapeutic features. Respondents were willing to accept up to a 9% increment in ARIA-E for one additional year of delayed progression. CONCLUSIONS: Caregivers and neurologists considered incremental clinical benefit over SOC and safety to be highly desirable qualities for a new drug that could clear amyloid plaques and delay clinical progression and indicated a willingness to accept incremental ARIA-E to achieve additional clinical benefits. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13195-023-01207-8. |
format | Online Article Text |
id | pubmed-10037811 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-100378112023-03-25 Therapeutic preference for Alzheimer’s disease treatments: a discrete choice experiment with caregivers and neurologists Dranitsaris, George Zhang, Quanwu Mu, Lin Weyrer, Christopher Drysdale, Erik Neumann, Peter Atri, Alireza Monfared, Amir Abbas Tahami Alzheimers Res Ther Research BACKGROUND: Alzheimer’s disease (AD) is a major global health crisis in need of more effective therapies. However, difficult choices to optimize value-based care will need to be made. While identifying preferred therapeutic attributes of new AD therapies is necessary, few studies have explored how preferences may vary between the stakeholders. In this study, the trade-offs among key attributes of amyloid plaque-lowering therapies for AD were assessed using a discrete choice experiment (DCE) and compared between caregivers and neurologists. METHODS: An initial pilot study was conducted to identify the potentially relevant features of a new therapy. The DCE evaluated seven drug attributes: clinical effects in terms of delay in AD progression over the standard of care (SOC), variation in clinical effects, biomarker response (achieving amyloid plaque clearance on PET scan), amyloid-related imaging abnormalities-edema (ARIA-E), duration of therapy, need for treatment titration as well as route, and frequency of drug administration. Respondents were then randomly presented with 12 choice sets of treatment options and asked to select their preferred option in each choice set. Hierarchical Bayesian regression modeling was used to estimate weighted preference attributes, which were presented as mean partial utility scores (pUS), with higher scores suggesting an increased preference. RESULTS: Both caregivers (n = 137) and neurologists (n = 161) considered clinical effects (mean pUS = 0.47 and 0.82) and a 5% incremental in ARIA-E (mean pUS = − 0.26 and − 0.52) to be highly impactful determinants of therapeutic choice. In contrast, variation in clinical effects (mean pUS = 0.12 and 0.14) and treatment duration (mean pUS = − 0.02 and − 0.13) were the least important characteristics of any new treatment. Neurologists’ also indicated that subcutaneous drug delivery (mean pUS = 0.42 vs. 0.07) and administration every 4 weeks (mean pUS = 1.0 vs. 0.20) are highly desirable therapeutic features. Respondents were willing to accept up to a 9% increment in ARIA-E for one additional year of delayed progression. CONCLUSIONS: Caregivers and neurologists considered incremental clinical benefit over SOC and safety to be highly desirable qualities for a new drug that could clear amyloid plaques and delay clinical progression and indicated a willingness to accept incremental ARIA-E to achieve additional clinical benefits. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13195-023-01207-8. BioMed Central 2023-03-24 /pmc/articles/PMC10037811/ /pubmed/36964606 http://dx.doi.org/10.1186/s13195-023-01207-8 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Dranitsaris, George Zhang, Quanwu Mu, Lin Weyrer, Christopher Drysdale, Erik Neumann, Peter Atri, Alireza Monfared, Amir Abbas Tahami Therapeutic preference for Alzheimer’s disease treatments: a discrete choice experiment with caregivers and neurologists |
title | Therapeutic preference for Alzheimer’s disease treatments: a discrete choice experiment with caregivers and neurologists |
title_full | Therapeutic preference for Alzheimer’s disease treatments: a discrete choice experiment with caregivers and neurologists |
title_fullStr | Therapeutic preference for Alzheimer’s disease treatments: a discrete choice experiment with caregivers and neurologists |
title_full_unstemmed | Therapeutic preference for Alzheimer’s disease treatments: a discrete choice experiment with caregivers and neurologists |
title_short | Therapeutic preference for Alzheimer’s disease treatments: a discrete choice experiment with caregivers and neurologists |
title_sort | therapeutic preference for alzheimer’s disease treatments: a discrete choice experiment with caregivers and neurologists |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10037811/ https://www.ncbi.nlm.nih.gov/pubmed/36964606 http://dx.doi.org/10.1186/s13195-023-01207-8 |
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