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Temporal and subgroup disparities in mediation effects on cardiovascular outcomes with liraglutide and semaglutide: a post-hoc analysis of LEADER and SUSTAIN-6 trials

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Peng, Zi-Yang, Lee, Yu-Hsuan, Ou, Huang-Tz, Kuo, Shihchen·2025·Cardiovascular Diabetology

Abstract

Background: It is unclear whether the time-varying mediation effects of glucagon-like peptide-1 receptor agonists (GLP-1RAs) on the three-point major adverse cardiovascular event (3P-MACE) outcomes, including nonfatal stroke, nonfatal myocardial infarction, and cardiovascular death, via HbA 1c , urine albumin-to-creatinine ratio (UACR), and systolic blood pressure (SBP) vary by types of GLP-1RAs, and patient subgroups. Methods: A causal mediation analysis was applied to assess the mediation effects of HbA 1c , UACR, and SBP on the 3P-MACE with liraglutide and semaglutide over time, using the LEADER and SUSTAIN-6 trials. We further explored the heterogeneity in mediation effects in subsets of vulnerable patients, including those with an estimated glomerular filtration rate (eGFR) level of < 60 ml/min/1.73 m 2 or established cardiovascular diseases (CVDs). Results: Individual-level data consisting of 9340 (liraglutide: 4668; placebo: 4672) and 3297 (semaglutide: 1648; placebo: 1649) subjects from the LEADER and SUSTAIN-6 trials, respectively, was utilized for this study. The study population aged around 64.2–64.4/64.4–64.8 years old, with 64.0%–64.5%/58.5%–63.0% of males, and having a diabetes duration of 12.8–12.9/13.2–14.3 years in the LEADER/SUSTAIN-6 trials, respectively. Among study populations, those established CVDs (e.g., heart failure, stroke, myocardial infarction) accounted for 14.0%–35.4% in the LEADER trial, whereas 13.7%–61.9% in the SUSTAIN-6 trial. At the end of each trial, HbA 1c contributed the most to liraglutide’s/semaglutide’s effect on 3P-MACE (38.2%, 95% confidence interval: 13.8%–194.5%/51.8%, 29.6%–86.7%), followed by UACR (17.9%, 8.5%–61.9%/12.4%, 6.1%–32.4%) and SBP (6.8%, 2.2%–31.0%/6.7%, 2.9%–11.7%), respectively. Over the trial period, the effect of liraglutide mediated by HbA 1c increased from 31.3% to 38.2%, whereas the effects of semaglutide mediated by HbA 1c remained stable from 52.5% to 51.8%. For patients with eGFR < 60 ml/min/1.73 m 2 , HbA 1c was the leading mediator (35.2%) of semaglutide-associated 3P-MACE, while the mediation effects via HbA 1c (7.2%), UACR (11.8%), and SBP (5.1%) on liraglutide-associated 3P-MACE seemed similar and smaller. For patients with established CVDs, HbA 1c was the leading mediator of liraglutide- (25.3%) and semaglutide-associated 3P-MACE (51.2%). Conclusions: The HbA 1c -mediated effects of liraglutide and semaglutide varied over time and across patient subgroups. HbA 1c consistently explained a larger proportion of mediation compared to UACR and SBP, with patterns suggesting that mediation through HbA 1c may differ by underlying risk factors.

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  • Mediation analyses suggest that improvements in glycemia, blood pressure, and lipid profile account for only a fraction of the observed cardiovascular effect of GLP-1 RAs.

    “mediation analyses suggest that associated improvements in glycemia, blood pressure, and lipid profile account for only a fraction of the observed cardiovascular effect”

    From Weight maintenance after discontinuation of GLP-1 therapies (2026) · cites this paper as [34]

    The Results report that HbA1c and systolic blood pressure each mediated a portion of the cardiovascular benefit of liraglutide and semaglutide. The study assessed HbA1c, urine albumin-to-creatinine ratio, and systolic blood pressure—not lipid profile—and its separate mediation estimates do not establish the fraction accounted for by all three improvements together. (LLM, conf=0.88)

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Authors
Peng, Z.-Y., Lee, Y.-H., Ou, H.-T., & Kuo, S.
Affiliations
  • National Cheng Kung University (TW)
  • University of Michigan (US)
Corresponding author
Ou, Huang-Tz
Venue
Cardiovascular Diabetology
Published
2025-11-24
Volume
24
Issue
1
Pages
465-465
ISSN
1475-2840 (ISSN-L)
OpenAlex
W4416608466
Cited by
5
References
8
Citations by year
2026: 5
FWCI
3.41
Type
journal article
Language
en
Open access
Locations
  • Cardiovascular Diabetology (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • PubMed Central (publishedVersion, cc-by)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
Funders
National Science and Technology Council in Taiwan (grant NSTC 112-2628-B-006-008-MY3)
Topics
  • Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Treatment and Management
  • Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes, Cardiovascular Risks, and Lipoproteins
  • Health Sciences › Medicine › Cardiology and Cardiovascular Medicine › Blood Pressure and Hypertension Studies
Keywords
liraglutide, semaglutide, GLP-1 receptor agonists, major adverse cardiovascular events, mediation analysis, HbA1c, albumin-creatinine ratio, systolic blood pressure, estimated glomerular filtration rate, established cardiovascular disease, subgroup disparities, type 2 diabetes, LEADER trial, SUSTAIN 6 trial
MeSH terms
Liraglutide, Glucagon-Like Peptide-1 Receptor Agonists, Semaglutide, Aged, Albuminuria, Blood Glucose, Blood Pressure, Cardiovascular Diseases, Diabetes Mellitus, Type 2, Glucagon-Like Peptides, Female, Glomerular Filtration Rate, Glycated Hemoglobin, Humans, Hypoglycemic Agents, Kidney, Male, Middle Aged, Risk Factors, Time Factors, Biomarkers, Randomized Controlled Trials as Topic, Treatment Outcome, Risk Assessment, Glucagon-Like Peptide 1, Incretins

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