Evidence map›Paper›PMID 42955666›Full record

SynthesisDrugs2026

Comparative Effects of Pharmacological Treatment on Heart Failure with Mildly Reduced or Preserved Ejection Fraction: A Systematic Review and Network Meta-analysis of Randomized Controlled Trials.

Jingyi Zhang, Yongjian Wang, Jianfeng Li, Yujiong Chen, Xinru Peng, Lehana Thabane, Gregory Y H Lip, Guowei Li

Abstract readSystematic Review
PubMed Publisher
In one paragraph

Synthesis in Drugs, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Jingyi ZhangCenter for Clinical Epidemiology and Methodology (CCEM), The Affiliated Guangdong Second Provincial General Hospital of Jinan University, Guangzhou, Guangdong, China.
Yongjian WangSchool of Public Health, The Second Clinical Medical School of Guangdong Pharmaceutical University (Guangdong Second Provincial General Hospital), Guangzhou, Guangdong, China.
Jianfeng LiSchool of Public Health, The Second Clinical Medical School of Guangdong Pharmaceutical University (Guangdong Second Provincial General Hospital), Guangzhou, Guangdong, China.
Yujiong ChenSchool of Public Health, The Second Clinical Medical School of Guangdong Pharmaceutical University (Guangdong Second Provincial General Hospital), Guangzhou, Guangdong, China.
Xinru PengSchool of Public Health, The Second Clinical Medical School of Guangdong Pharmaceutical University (Guangdong Second Provincial General Hospital), Guangzhou, Guangdong, China.
Lehana ThabaneDepartment of Health Research Methods, Evidence, and Impact (HEI), McMaster University, Hamilton, ON, Canada.
Gregory Y H LipInstitute of Life Course and Medical Sciences, University of Liverpool, Liverpool, United Kingdom.
Guowei LiCenter for Clinical Epidemiology and Methodology (CCEM), The Affiliated Guangdong Second Provincial General Hospital of Jinan University, Guangzhou, Guangdong, China. ligw@gd2h.org.cn.

Funding

the National Natural Science Foundation of China 82473612the Natural Science Foundation of Guangdong Province of China 2025A1515010779the Science Foundation of Guangdong Second Provincial General Hospital TJGC-2025006the Science Foundation of Guangdong Second Provincial General Hospital YY2018-002the Young Top Talent Project in the Special Support Plan for Training High-level Talents in Guangdong 0720240244
6 · The paper itself

Abstract

backgroundThe comparative efficacy and safety of the new drugs (including sodium-glucose cotransporter-2 inhibitors [SGLT-2Is], glucagon-like peptide-1 receptor agonists [GLP-1RAs], non-steroidal mineralocorticoid receptor antagonists [nsMRAs], and soluble guanylate cyclase stimulators [sGCs]) for heart failure with mildly reduced or preserved (HFmrEF/HFpEF) ejection fraction remains largely unclear. We conducted a systematic review and network meta-analysis to evaluate their comparative effects on HFmrEF/HFpEF, aiming to provide evidence-based guidance for treatment selection.

methodsMEDLINE, EMBASE, Web of Science, and Cochrane Central Register of Controlled Trials were comprehensively searched. We included randomized controlled trials that compared nsMRA, sGC, SGLT-2I, and GLP-1RA with placebo for patients with HFmrEF/HFpEF. Primary efficacy outcomes were cardiovascular (CV) death, hospitalization for heart failure (HF hospitalization), and all-cause mortality, while primary safety outcomes were adverse events (AEs) and serious adverse events (SAEs). The main analysis was conducted to compare the effects on HFmrEF/HFpEF between individual drugs. A frequentist network meta-analysis with random-effects models was used to calculate risk ratios (RRs) for dichotomous outcomes and standardized mean differences (SMDs) for continuous outcomes.

resultsA total of 20 randomized controlled trials (RCTs, including 10 drugs from 35 publications) were included for analyses, but none provided head-to-head direct comparisons. No significant differences among all the individual drugs were found in risks of CV death or all-cause mortality. Compared with exenatide, low or moderate certainty evidence showed that dapagliflozin (RR 0.57, 95% CI 0.36-0.91), empagliflozin (RR 0.54, 95% CI 0.34-0.86), and semaglutide (RR 0.43, 95% CI 0.20-0.91) were related to decreased risk of HF hospitalization. No significant differences in the risk of SAEs were found among the individual drugs. Compared with empagliflozin, very low certainty evidence showed that tirzepatide (RR 1.17, 95% CI 1.04-1.32) was related to increased risk of AEs. When comparing the four drug classes (nsMRA, sGC, SGLT-2I, and GLP-1RA), no significant differences in efficacy outcomes were found, while SGLT-2I (RR 0.87, 95% CI 0.78-0.96) was associated with a decreased risk of AEs compared with GLP-1RA.

conclusionsNo significant differences among the individual SGLT-2I, GLP-1RA, nsMRA, and sGC drugs were found in risks of CV death, all-cause mortality or SAEs in patients with HFmrEF/HFpEF. Further evidence is needed to support these comparative effects and update guidance on medication choice for HFmrEF/HFpEF. REGISTRATION: PROSPERO identifier number CRD420251143542.

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Registered trials

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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 OpenQuestion graph.