Evidence mapPaperPMID 39198854Full record

ArticleDiabetology & metabolic syndrome2024

Causal relationships between GLP1 receptor agonists, blood lipids, and heart failure: a drug-target mendelian randomization and mediation analysis.

Tianshi Mao, Jie Chen, Tong Su, Long Xie, Xinyan Qu, Ruli Feng, Yi Pan, Jie Wan, Xiaoyun Cui, Wenhao Jia and 2 more

Abstract read
In one paragraph

Article in Diabetology & metabolic syndrome, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

12 authors.

Tianshi MaoDongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, 100700, China.
Jie ChenThe First Affiliated Hospital of Anhui Medical University, Hefei, 230032, China.
Tong SuDongfang Hospital, Beijing University of Chinese Medicine, Beijing, 100078, China.
Long XieDongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, 100700, China.
Xinyan QuDongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, 100700, China.
Ruli FengDongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, 100700, China.
Yi PanDongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, 100700, China.
Jie WanDongfang Hospital, Beijing University of Chinese Medicine, Beijing, 100078, China.
Xiaoyun CuiDongfang Hospital, Beijing University of Chinese Medicine, Beijing, 100078, China.
Wenhao JiaBeijing University of Chinese Medicine Third Affiliated Hospital, Beijing, 100029, China.
Qun GaoDongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, 100700, China. gaoqun_1990@126.com.
Qian LinDongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, 100700, China. linqian62@126.com.

Funding

National Administration of Traditional Chinese Medicine High-level TCM Key discipline Project zyyzdxk-2023253National Natural Science Foundation of China 82374407
6 · The paper itself

Abstract

backgroundGlucagon-like peptide-1 receptor (GLP1R) agonists have been shown to reduce major cardiovascular events in diabetic patients, but their role in heart failure (HF) remains controversial. Recent evidence implies their potential benefits on cardiometabolism such as lipid metabolism, which may contribute to lowering the risk of HF. Consequently, we designed a Mendelian randomization (MR) study to investigate the causal relationships of circulating lipids mediating GLP1R agonists in HF.

methodsThe available cis-eQTLs for GLP1R target gene were selected as instrumental variables (IVs) of GLP1R agonism. Positive control analyses of type 2 diabetes mellitus (T2DM) and body mass index (BMI) were conducted to validate the enrolled IVs. Two-sample MR was performed to evaluate the associations between GLP1R agonism and HF as well as left ventricular ejection fraction (LVEF). Summary data for HF and LVEF were obtained from two genome-wide association studies (GWASs), which included 977,323 and 40,000 individuals of European ancestry, respectively. The primary method employed was the random-effects inverse variance weighted, with several other methods used for sensitivity analyses, including MR-Egger, MR PRESSO, and weighted median. Additionally, multivariable MR and mediation MR were applied to identify potentially causal lipid as mediator.

resultsA total of 18 independent IVs were included. The positive control analyses showed that GLP1R agonism significantly reduced the risk of T2DM (OR = 0.79, 95% CI = 0.75-0.85, p < 0.0001) and decreased BMI (OR = 0.95, 95% CI = 0.93-0.96, p < 0.0001), ensuring the effectiveness of selected IVs. We found favorable evidence to support the protective effect of GLP1R agonism on HF (OR = 0.75, 95% CI = 0.71-0.79, p < 0.0001), but there was no obvious correlation with increased LVEF (OR = 1.01, 95% CI = 0.95-1.06, p = 0.8332). Among the six blood lipids, only low-density lipoprotein cholesterol (LDL-C) was both associated with GLP1R agonism and HF. The causal effect of GLP1R agonism on HF was partially mediated through LDL-C by 4.23% of the total effect (95% CI = 1.04-7.42%, p = 0.0093).

conclusionsThis study supported the causal relationships of GLP1R agonists with a reduced risk of HF. LDL-C might be the mediator in this association, highlighting the cardiometabolic benefit of GLP1R agonists on HF.

Indexed as

Blood lipidsGlucagon-like peptide-1 receptor agonistsHeart failureMendelian randomization

Identifiers

PMID39198854
PMCPMC11360323

What Socratic holds

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.