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Transitioning to active-controlled trials to evaluate cardiovascular safety and efficacy of medications for type 2 diabetes
Cardiovascular (CV) outcome trials (CVOTs) of type 2 diabetes mellitus (T2DM) therapies have mostly used randomized comparison with placebo to demonstrate non-inferiority to establish that the investigational drug does not increase CV risk. Recently, several glucagon-like peptide 1 receptor agonists...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9400320/ https://www.ncbi.nlm.nih.gov/pubmed/36002856 http://dx.doi.org/10.1186/s12933-022-01601-w |
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author | McGuire, Darren K. D’Alessio, David Nicholls, Stephen J. Nissen, Steven E. Riesmeyer, Jeffrey S. Pavo, Imre Sethuraman, Shanthi Heilmann, Cory R. Kaiser, John J. Weerakkody, Govinda J. |
author_facet | McGuire, Darren K. D’Alessio, David Nicholls, Stephen J. Nissen, Steven E. Riesmeyer, Jeffrey S. Pavo, Imre Sethuraman, Shanthi Heilmann, Cory R. Kaiser, John J. Weerakkody, Govinda J. |
author_sort | McGuire, Darren K. |
collection | PubMed |
description | Cardiovascular (CV) outcome trials (CVOTs) of type 2 diabetes mellitus (T2DM) therapies have mostly used randomized comparison with placebo to demonstrate non-inferiority to establish that the investigational drug does not increase CV risk. Recently, several glucagon-like peptide 1 receptor agonists (GLP-1 RA) and sodium glucose cotransporter 2 inhibitors (SGLT-2i) demonstrated reduced CV risk. Consequently, future T2DM therapy trials could face new ethical and clinical challenges if CVOTs continue with the traditional, placebo-controlled design. To address this challenge, here we review the methodologic considerations in transitioning to active-controlled CVOTs and describe the statistical design of a CVOT to assess non-inferiority versus an active comparator and if non-inferiority is proven, using novel methods to assess for superiority versus an imputed placebo. Specifically, as an example of such methodology, we introduce the statistical considerations used for the design of the “Effect of Tirzepatide versus Dulaglutide on Major Adverse Cardiovascular Events (MACE) in Patients with Type 2 Diabetes” trial (SURPASS CVOT). It is the first active-controlled CVOT assessing antihyperglycemic therapy in patients with T2DM designed to demonstrate CV efficacy of the investigational drug, tirzepatide, a dual glucose-dependent insulinotropic polypeptide and GLP-1 RA, by establishing non-inferiority to an active comparator with proven CV efficacy, dulaglutide. To determine the efficacy margin for the hazard ratio, tirzepatide versus dulaglutide, for the composite CV outcome of death, myocardial infarction, or stroke (MACE-3), which is required to claim superiority versus an imputed placebo, the lower bound of efficacy of dulaglutide compared with placebo was estimated using a hierarchical Bayesian meta-analysis of placebo-controlled CVOTs of GLP-1 RAs. SURPASS CVOT was designed so that when the observed upper bound of the 95% confidence interval of the hazard ratio is less than the lower bound of efficacy of dulaglutide, it demonstrates non-inferiority to dulaglutide by preserving at least 50% of the CV benefit of dulaglutide as well as statistical superiority of tirzepatide to a theoretical placebo (imputed placebo analysis). The presented methods adding imputed placebo comparison for efficacy assessment may serve as a model for the statistical design of future active-controlled CVOTs. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12933-022-01601-w. |
format | Online Article Text |
id | pubmed-9400320 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-94003202022-08-25 Transitioning to active-controlled trials to evaluate cardiovascular safety and efficacy of medications for type 2 diabetes McGuire, Darren K. D’Alessio, David Nicholls, Stephen J. Nissen, Steven E. Riesmeyer, Jeffrey S. Pavo, Imre Sethuraman, Shanthi Heilmann, Cory R. Kaiser, John J. Weerakkody, Govinda J. Cardiovasc Diabetol Methodology Cardiovascular (CV) outcome trials (CVOTs) of type 2 diabetes mellitus (T2DM) therapies have mostly used randomized comparison with placebo to demonstrate non-inferiority to establish that the investigational drug does not increase CV risk. Recently, several glucagon-like peptide 1 receptor agonists (GLP-1 RA) and sodium glucose cotransporter 2 inhibitors (SGLT-2i) demonstrated reduced CV risk. Consequently, future T2DM therapy trials could face new ethical and clinical challenges if CVOTs continue with the traditional, placebo-controlled design. To address this challenge, here we review the methodologic considerations in transitioning to active-controlled CVOTs and describe the statistical design of a CVOT to assess non-inferiority versus an active comparator and if non-inferiority is proven, using novel methods to assess for superiority versus an imputed placebo. Specifically, as an example of such methodology, we introduce the statistical considerations used for the design of the “Effect of Tirzepatide versus Dulaglutide on Major Adverse Cardiovascular Events (MACE) in Patients with Type 2 Diabetes” trial (SURPASS CVOT). It is the first active-controlled CVOT assessing antihyperglycemic therapy in patients with T2DM designed to demonstrate CV efficacy of the investigational drug, tirzepatide, a dual glucose-dependent insulinotropic polypeptide and GLP-1 RA, by establishing non-inferiority to an active comparator with proven CV efficacy, dulaglutide. To determine the efficacy margin for the hazard ratio, tirzepatide versus dulaglutide, for the composite CV outcome of death, myocardial infarction, or stroke (MACE-3), which is required to claim superiority versus an imputed placebo, the lower bound of efficacy of dulaglutide compared with placebo was estimated using a hierarchical Bayesian meta-analysis of placebo-controlled CVOTs of GLP-1 RAs. SURPASS CVOT was designed so that when the observed upper bound of the 95% confidence interval of the hazard ratio is less than the lower bound of efficacy of dulaglutide, it demonstrates non-inferiority to dulaglutide by preserving at least 50% of the CV benefit of dulaglutide as well as statistical superiority of tirzepatide to a theoretical placebo (imputed placebo analysis). The presented methods adding imputed placebo comparison for efficacy assessment may serve as a model for the statistical design of future active-controlled CVOTs. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12933-022-01601-w. BioMed Central 2022-08-24 /pmc/articles/PMC9400320/ /pubmed/36002856 http://dx.doi.org/10.1186/s12933-022-01601-w Text en © The Author(s) 2022 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 | Methodology McGuire, Darren K. D’Alessio, David Nicholls, Stephen J. Nissen, Steven E. Riesmeyer, Jeffrey S. Pavo, Imre Sethuraman, Shanthi Heilmann, Cory R. Kaiser, John J. Weerakkody, Govinda J. Transitioning to active-controlled trials to evaluate cardiovascular safety and efficacy of medications for type 2 diabetes |
title | Transitioning to active-controlled trials to evaluate cardiovascular safety and efficacy of medications for type 2 diabetes |
title_full | Transitioning to active-controlled trials to evaluate cardiovascular safety and efficacy of medications for type 2 diabetes |
title_fullStr | Transitioning to active-controlled trials to evaluate cardiovascular safety and efficacy of medications for type 2 diabetes |
title_full_unstemmed | Transitioning to active-controlled trials to evaluate cardiovascular safety and efficacy of medications for type 2 diabetes |
title_short | Transitioning to active-controlled trials to evaluate cardiovascular safety and efficacy of medications for type 2 diabetes |
title_sort | transitioning to active-controlled trials to evaluate cardiovascular safety and efficacy of medications for type 2 diabetes |
topic | Methodology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9400320/ https://www.ncbi.nlm.nih.gov/pubmed/36002856 http://dx.doi.org/10.1186/s12933-022-01601-w |
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