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Multimethod quantitative benefit‐risk assessment of treatments for moderate‐to‐severe osteoarthritis
OBJECTIVE: Demonstrate how benefit‐risk profiles of systemic treatments for moderate‐to‐severe osteoarthritis (OA) can be compared using a quantitative approach accounting for patient preference. STUDY DESIGN AND SETTING: This study used a multimethod benefit‐risk modelling approach to quantifiably...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9543715/ https://www.ncbi.nlm.nih.gov/pubmed/35277997 http://dx.doi.org/10.1111/bcp.15309 |
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author | Mauer, Jonathan Bullok, Kristin Watt, Stephen Whalen, Ed Russo, Leo Junor, Rod Markman, John Hauber, Brett Tervonen, Tommi |
author_facet | Mauer, Jonathan Bullok, Kristin Watt, Stephen Whalen, Ed Russo, Leo Junor, Rod Markman, John Hauber, Brett Tervonen, Tommi |
author_sort | Mauer, Jonathan |
collection | PubMed |
description | OBJECTIVE: Demonstrate how benefit‐risk profiles of systemic treatments for moderate‐to‐severe osteoarthritis (OA) can be compared using a quantitative approach accounting for patient preference. STUDY DESIGN AND SETTING: This study used a multimethod benefit‐risk modelling approach to quantifiably compare treatments of moderate‐to‐severe OA. In total four treatments and placebo were compared. Comparisons were based on four attributes identified as most important to patients. Patient Global Assessment of Osteoarthritis was included as a favourable effect. Unfavourable effects, or risks, included opioid dependence, nonfatal myocardial infarction and rapidly progressive OA leading to total joint replacement. Clinical data from randomized clinical trials, a meta‐analysis of opioid dependence and a long‐term study of celecoxib were mapped into value functions and weighted with patient preferences from a discrete choice experiment. RESULTS: Lower‐dose NGFi had the highest weighted net benefit‐risk score (0.901), followed by higher‐dose NGFi (0.889) and NSAIDs (0.852), and the lowest score was for opioids (0.762). Lower‐dose NGFi was the highest‐ranked treatment option even when assuming a low incidence (0.34% instead of 4.7%) of opioid dependence (ie, opioid benefit‐risk score 808) and accounting for both the uncertainty in clinical effect estimates (first rank probability 46% vs 20% for NSAIDs) and imprecision in patient preference estimates (predicted choice probability 0.26, 95% confidence interval [CI] 0.25‐0.28 vs 0.21, 95% CI 0.19‐0.23 for NSAIDs). CONCLUSION: The multimethod approach to quantitative benefit‐risk modelling allowed the interpretation of clinical data from the patient perspective while accounting for uncertainties in the clinical effect estimates and imprecision in patient preferences. |
format | Online Article Text |
id | pubmed-9543715 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-95437152022-10-14 Multimethod quantitative benefit‐risk assessment of treatments for moderate‐to‐severe osteoarthritis Mauer, Jonathan Bullok, Kristin Watt, Stephen Whalen, Ed Russo, Leo Junor, Rod Markman, John Hauber, Brett Tervonen, Tommi Br J Clin Pharmacol Original Articles OBJECTIVE: Demonstrate how benefit‐risk profiles of systemic treatments for moderate‐to‐severe osteoarthritis (OA) can be compared using a quantitative approach accounting for patient preference. STUDY DESIGN AND SETTING: This study used a multimethod benefit‐risk modelling approach to quantifiably compare treatments of moderate‐to‐severe OA. In total four treatments and placebo were compared. Comparisons were based on four attributes identified as most important to patients. Patient Global Assessment of Osteoarthritis was included as a favourable effect. Unfavourable effects, or risks, included opioid dependence, nonfatal myocardial infarction and rapidly progressive OA leading to total joint replacement. Clinical data from randomized clinical trials, a meta‐analysis of opioid dependence and a long‐term study of celecoxib were mapped into value functions and weighted with patient preferences from a discrete choice experiment. RESULTS: Lower‐dose NGFi had the highest weighted net benefit‐risk score (0.901), followed by higher‐dose NGFi (0.889) and NSAIDs (0.852), and the lowest score was for opioids (0.762). Lower‐dose NGFi was the highest‐ranked treatment option even when assuming a low incidence (0.34% instead of 4.7%) of opioid dependence (ie, opioid benefit‐risk score 808) and accounting for both the uncertainty in clinical effect estimates (first rank probability 46% vs 20% for NSAIDs) and imprecision in patient preference estimates (predicted choice probability 0.26, 95% confidence interval [CI] 0.25‐0.28 vs 0.21, 95% CI 0.19‐0.23 for NSAIDs). CONCLUSION: The multimethod approach to quantitative benefit‐risk modelling allowed the interpretation of clinical data from the patient perspective while accounting for uncertainties in the clinical effect estimates and imprecision in patient preferences. John Wiley and Sons Inc. 2022-04-08 2022-08 /pmc/articles/PMC9543715/ /pubmed/35277997 http://dx.doi.org/10.1111/bcp.15309 Text en © 2022 Pfizer Inc. British Journal of Clinical Pharmacology published by John Wiley & Sons Ltd on behalf of British Pharmacological Society. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made. |
spellingShingle | Original Articles Mauer, Jonathan Bullok, Kristin Watt, Stephen Whalen, Ed Russo, Leo Junor, Rod Markman, John Hauber, Brett Tervonen, Tommi Multimethod quantitative benefit‐risk assessment of treatments for moderate‐to‐severe osteoarthritis |
title | Multimethod quantitative benefit‐risk assessment of treatments for moderate‐to‐severe osteoarthritis |
title_full | Multimethod quantitative benefit‐risk assessment of treatments for moderate‐to‐severe osteoarthritis |
title_fullStr | Multimethod quantitative benefit‐risk assessment of treatments for moderate‐to‐severe osteoarthritis |
title_full_unstemmed | Multimethod quantitative benefit‐risk assessment of treatments for moderate‐to‐severe osteoarthritis |
title_short | Multimethod quantitative benefit‐risk assessment of treatments for moderate‐to‐severe osteoarthritis |
title_sort | multimethod quantitative benefit‐risk assessment of treatments for moderate‐to‐severe osteoarthritis |
topic | Original Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9543715/ https://www.ncbi.nlm.nih.gov/pubmed/35277997 http://dx.doi.org/10.1111/bcp.15309 |
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