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Cardiovascular Risk Reduction With Liraglutide: An Exploratory Mediation Analysis of the LEADER Trial
OBJECTIVE: The Liraglutide Effect and Action in Diabetes: Evaluation of Cardiovascular Outcome Results (LEADER) trial (ClinicalTrials.gov reg. no. NCT01179048) demonstrated a reduced risk of cardiovascular (CV) events for patients with type 2 diabetes who received the glucagon-like peptide 1 recepto...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Diabetes Association
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7305014/ https://www.ncbi.nlm.nih.gov/pubmed/32366578 http://dx.doi.org/10.2337/dc19-2251 |
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author | Buse, John B. Bain, Stephen C. Mann, Johannes F.E. Nauck, Michael A. Nissen, Steven E. Pocock, Stuart Poulter, Neil R. Pratley, Richard E. Linder, Martin Monk Fries, Tea Ørsted, David D. Zinman, Bernard |
author_facet | Buse, John B. Bain, Stephen C. Mann, Johannes F.E. Nauck, Michael A. Nissen, Steven E. Pocock, Stuart Poulter, Neil R. Pratley, Richard E. Linder, Martin Monk Fries, Tea Ørsted, David D. Zinman, Bernard |
author_sort | Buse, John B. |
collection | PubMed |
description | OBJECTIVE: The Liraglutide Effect and Action in Diabetes: Evaluation of Cardiovascular Outcome Results (LEADER) trial (ClinicalTrials.gov reg. no. NCT01179048) demonstrated a reduced risk of cardiovascular (CV) events for patients with type 2 diabetes who received the glucagon-like peptide 1 receptor agonist liraglutide versus placebo. The mechanisms behind this CV benefit remain unclear. We aimed to identify potential mediators for the CV benefit observed with liraglutide in the LEADER trial. RESEARCH DESIGN AND METHODS: We performed exploratory analyses to identify potential mediators of the effect of liraglutide on major adverse CV events (MACE; composite of CV death, nonfatal myocardial infarction, or nonfatal stroke) from the following candidates: glycated hemoglobin (HbA(1c)), body weight, urinary albumin-to-creatinine ratio (UACR), confirmed hypoglycemia, sulfonylurea use, insulin use, systolic blood pressure, and LDL cholesterol. These candidates were selected as CV risk factors on which liraglutide had an effect in LEADER such that a reduction in CV risk might result. We used two methods based on a Cox proportional hazards model and the new Vansteelandt method designed to use all available information from the mediator and to control for confounding factors. RESULTS: Analyses using the Cox methods and Vansteelandt method indicated potential mediation by HbA(1c) (up to 41% and 83% mediation, respectively) and UACR (up to 29% and 33% mediation, respectively) on the effect of liraglutide on MACE. Mediation effects were small for other candidates. CONCLUSIONS: These analyses identify HbA(1c) and, to a lesser extent, UACR as potential mediators of the CV effects of liraglutide. Whether either is a marker of an unmeasured factor or a true mediator remains a key question that invites further investigation. |
format | Online Article Text |
id | pubmed-7305014 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | American Diabetes Association |
record_format | MEDLINE/PubMed |
spelling | pubmed-73050142020-06-23 Cardiovascular Risk Reduction With Liraglutide: An Exploratory Mediation Analysis of the LEADER Trial Buse, John B. Bain, Stephen C. Mann, Johannes F.E. Nauck, Michael A. Nissen, Steven E. Pocock, Stuart Poulter, Neil R. Pratley, Richard E. Linder, Martin Monk Fries, Tea Ørsted, David D. Zinman, Bernard Diabetes Care Cardiovascular and Metabolic Risk OBJECTIVE: The Liraglutide Effect and Action in Diabetes: Evaluation of Cardiovascular Outcome Results (LEADER) trial (ClinicalTrials.gov reg. no. NCT01179048) demonstrated a reduced risk of cardiovascular (CV) events for patients with type 2 diabetes who received the glucagon-like peptide 1 receptor agonist liraglutide versus placebo. The mechanisms behind this CV benefit remain unclear. We aimed to identify potential mediators for the CV benefit observed with liraglutide in the LEADER trial. RESEARCH DESIGN AND METHODS: We performed exploratory analyses to identify potential mediators of the effect of liraglutide on major adverse CV events (MACE; composite of CV death, nonfatal myocardial infarction, or nonfatal stroke) from the following candidates: glycated hemoglobin (HbA(1c)), body weight, urinary albumin-to-creatinine ratio (UACR), confirmed hypoglycemia, sulfonylurea use, insulin use, systolic blood pressure, and LDL cholesterol. These candidates were selected as CV risk factors on which liraglutide had an effect in LEADER such that a reduction in CV risk might result. We used two methods based on a Cox proportional hazards model and the new Vansteelandt method designed to use all available information from the mediator and to control for confounding factors. RESULTS: Analyses using the Cox methods and Vansteelandt method indicated potential mediation by HbA(1c) (up to 41% and 83% mediation, respectively) and UACR (up to 29% and 33% mediation, respectively) on the effect of liraglutide on MACE. Mediation effects were small for other candidates. CONCLUSIONS: These analyses identify HbA(1c) and, to a lesser extent, UACR as potential mediators of the CV effects of liraglutide. Whether either is a marker of an unmeasured factor or a true mediator remains a key question that invites further investigation. American Diabetes Association 2020-07 2020-05-04 /pmc/articles/PMC7305014/ /pubmed/32366578 http://dx.doi.org/10.2337/dc19-2251 Text en © 2020 by the American Diabetes Association https://www.diabetesjournals.org/content/licenseReaders may use this article as long as the work is properly cited, the use is educational and not for profit, and the work is not altered. More information is available at https://www.diabetesjournals.org/content/license. |
spellingShingle | Cardiovascular and Metabolic Risk Buse, John B. Bain, Stephen C. Mann, Johannes F.E. Nauck, Michael A. Nissen, Steven E. Pocock, Stuart Poulter, Neil R. Pratley, Richard E. Linder, Martin Monk Fries, Tea Ørsted, David D. Zinman, Bernard Cardiovascular Risk Reduction With Liraglutide: An Exploratory Mediation Analysis of the LEADER Trial |
title | Cardiovascular Risk Reduction With Liraglutide: An Exploratory Mediation Analysis of the LEADER Trial |
title_full | Cardiovascular Risk Reduction With Liraglutide: An Exploratory Mediation Analysis of the LEADER Trial |
title_fullStr | Cardiovascular Risk Reduction With Liraglutide: An Exploratory Mediation Analysis of the LEADER Trial |
title_full_unstemmed | Cardiovascular Risk Reduction With Liraglutide: An Exploratory Mediation Analysis of the LEADER Trial |
title_short | Cardiovascular Risk Reduction With Liraglutide: An Exploratory Mediation Analysis of the LEADER Trial |
title_sort | cardiovascular risk reduction with liraglutide: an exploratory mediation analysis of the leader trial |
topic | Cardiovascular and Metabolic Risk |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7305014/ https://www.ncbi.nlm.nih.gov/pubmed/32366578 http://dx.doi.org/10.2337/dc19-2251 |
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