Cargando…
Mortality Benefit of Alirocumab: A Bayesian Perspective
BACKGROUND: The ODYSSEY OUTCOMES (Alirocumab and Cardiovascular Outcomes after Acute Coronary Syndrome) trial demonstrated that alirocumab reduced major cardiovascular events. However, because of the hierarchical testing strategy used for the multiple outcomes examined, the observed reduction in all...
Autores principales: | , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2019
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6818032/ https://www.ncbi.nlm.nih.gov/pubmed/31599200 http://dx.doi.org/10.1161/JAHA.119.013170 |
_version_ | 1783463548744105984 |
---|---|
author | Labos, Christopher Brophy, James M. Sniderman, Allan Thanassoulis, George |
author_facet | Labos, Christopher Brophy, James M. Sniderman, Allan Thanassoulis, George |
author_sort | Labos, Christopher |
collection | PubMed |
description | BACKGROUND: The ODYSSEY OUTCOMES (Alirocumab and Cardiovascular Outcomes after Acute Coronary Syndrome) trial demonstrated that alirocumab reduced major cardiovascular events. However, because of the hierarchical testing strategy used for the multiple outcomes examined, the observed reduction in all‐cause mortality was labeled “nominally significant” which has clouded its interpretation. METHODS AND RESULTS: We re‐analyzed data from ODYSSEY OUTCOMES using Bayesian methods and generated various prior probabilities by incorporating mortality data from previous similar PCSK9 (proprotein convertase subtilisin‐kexin type 9) inhibitor trials. We first used data from the ODYSSEY OUTCOMES trial with a non‐informative prior, then sequentially added data from ODYSSEY LONG TERM and the FOURIER trial, giving FOURIER full weight, 50% weight and 10%. The posterior probability of a mortality reduction using only the ODYSSEY OUTCOMES data was hazard ratio 0.85 (95% CI 0.74–0.99) which corresponded to a 98.4% probability of a mortality benefit. When the ODYSSEY LONG TERM data were added to the analysis, the posterior probability was hazard ratio 0.84 (95% CI 0.72–0.97) with a 99.9% probability of mortality reduction, and when the FOURIER data were added to the analysis the posterior probability was hazard ratio 0.94 (95% CI 0.85–1.04) with an 89.1% probability of a mortality reduction. When the FOURIER trial was given only 50% or 10% weight, the probability of a mortality reduction rose 95.4% and 98.7%, respectively. We estimate that the probability of >1% absolute risk reduction ranges from 8% to 24%, while the probability of >0.5% absolute risk reduction ranges from 66% to 89%. CONCLUSIONS: Our analysis demonstrates a high likelihood that alirocumab confers a reduction in all‐cause mortality, despite the equivocal interpretation of the data in the original ODYSSEY OUTCOMES publication. |
format | Online Article Text |
id | pubmed-6818032 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-68180322019-11-04 Mortality Benefit of Alirocumab: A Bayesian Perspective Labos, Christopher Brophy, James M. Sniderman, Allan Thanassoulis, George J Am Heart Assoc Brief Communication BACKGROUND: The ODYSSEY OUTCOMES (Alirocumab and Cardiovascular Outcomes after Acute Coronary Syndrome) trial demonstrated that alirocumab reduced major cardiovascular events. However, because of the hierarchical testing strategy used for the multiple outcomes examined, the observed reduction in all‐cause mortality was labeled “nominally significant” which has clouded its interpretation. METHODS AND RESULTS: We re‐analyzed data from ODYSSEY OUTCOMES using Bayesian methods and generated various prior probabilities by incorporating mortality data from previous similar PCSK9 (proprotein convertase subtilisin‐kexin type 9) inhibitor trials. We first used data from the ODYSSEY OUTCOMES trial with a non‐informative prior, then sequentially added data from ODYSSEY LONG TERM and the FOURIER trial, giving FOURIER full weight, 50% weight and 10%. The posterior probability of a mortality reduction using only the ODYSSEY OUTCOMES data was hazard ratio 0.85 (95% CI 0.74–0.99) which corresponded to a 98.4% probability of a mortality benefit. When the ODYSSEY LONG TERM data were added to the analysis, the posterior probability was hazard ratio 0.84 (95% CI 0.72–0.97) with a 99.9% probability of mortality reduction, and when the FOURIER data were added to the analysis the posterior probability was hazard ratio 0.94 (95% CI 0.85–1.04) with an 89.1% probability of a mortality reduction. When the FOURIER trial was given only 50% or 10% weight, the probability of a mortality reduction rose 95.4% and 98.7%, respectively. We estimate that the probability of >1% absolute risk reduction ranges from 8% to 24%, while the probability of >0.5% absolute risk reduction ranges from 66% to 89%. CONCLUSIONS: Our analysis demonstrates a high likelihood that alirocumab confers a reduction in all‐cause mortality, despite the equivocal interpretation of the data in the original ODYSSEY OUTCOMES publication. John Wiley and Sons Inc. 2019-10-10 /pmc/articles/PMC6818032/ /pubmed/31599200 http://dx.doi.org/10.1161/JAHA.119.013170 Text en © 2019 The Authors. Published on behalf of the American Heart Association, Inc., by Wiley. This is an open access article under the terms of the http://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 | Brief Communication Labos, Christopher Brophy, James M. Sniderman, Allan Thanassoulis, George Mortality Benefit of Alirocumab: A Bayesian Perspective |
title | Mortality Benefit of Alirocumab: A Bayesian Perspective |
title_full | Mortality Benefit of Alirocumab: A Bayesian Perspective |
title_fullStr | Mortality Benefit of Alirocumab: A Bayesian Perspective |
title_full_unstemmed | Mortality Benefit of Alirocumab: A Bayesian Perspective |
title_short | Mortality Benefit of Alirocumab: A Bayesian Perspective |
title_sort | mortality benefit of alirocumab: a bayesian perspective |
topic | Brief Communication |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6818032/ https://www.ncbi.nlm.nih.gov/pubmed/31599200 http://dx.doi.org/10.1161/JAHA.119.013170 |
work_keys_str_mv | AT laboschristopher mortalitybenefitofalirocumababayesianperspective AT brophyjamesm mortalitybenefitofalirocumababayesianperspective AT snidermanallan mortalitybenefitofalirocumababayesianperspective AT thanassoulisgeorge mortalitybenefitofalirocumababayesianperspective |