Evidence map›Paper›PMID 41908059›Full record

ReviewFrontiers in cardiovascular medicine2026

Uniform efficacy of SGLT2 inhibitors across the ejection fraction spectrum and in high-risk patients with HFpEF: a prespecified pooled analysis.

Xiaomin Xue, Ziqiang Yu, Muhua Dai, Tianjie Zhang

Abstract readReview
In one paragraph

Review in Frontiers in cardiovascular medicine, 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

4 authors.

Xiaomin XueInstitute of Basic Experiments, Zhejiang Academy of Traditional Chinese Medicine, Hangzhou, China.
Ziqiang YuDepartment of Neurology, Tongde Hospital of Zhejiang Province, Hangzhou, China.
Muhua DaiDepartment of Critical Care Units, Tongde Hospital of Zhejiang Province, Hangzhou, China.
Tianjie ZhangDepartment of Cardiology, Tongde Hospital of Zhejiang Province, Hangzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Heart failure with preserved ejection fraction (HFpEF) accounts for over half of all heart failure cases and imposes a high symptom burden. Although SGLT2 inhibitors are guideline-recommended, it remains uncertain whether their efficacy is uniform across the entire LVEF spectrum and in high-risk populations like recently hospitalized patients. Objective: To definitively assess the consistency of SGLT2 inhibitor efficacy and safety across LVEF subgroups and in extended, high-risk HFpEF populations through a prespecified pooled analysis. Methods: This trial-level pooled analysis included 12,251 HFpEF patients (LVEF >40%) from the EMPEROR-Preserved and DELIVER trials. Prespecified subgroups were defined by baseline LVEF (<50%, 50-59%, ≥60%), hospitalization status, and HFimpEF. The primary endpoint was cardiovascular death or heart failure hospitalization. Treatment effect consistency was assessed using an inverse-variance weighted fixed-effects model, with heterogeneity quantified by I Results: SGLT2 inhibitors significantly reduced the risk of the primary endpoint by 20% vs. placebo (HR 0.80, 95% CI 0.73-0.87, Conclusion: This analysis confirms a uniform class effect of SGLT2 inhibitors in HFpEF, with consistent cardiovascular protection regardless of LVEF or high-risk clinical status. These findings solidify their role as foundational therapy and support a universal treatment strategy across the ejection fraction spectrum. Systematic Review Registration: https://www.crd.york.ac.uk/prospero/display_record.php?ID=CRD420261277529, PROSPERO CRD420261277529.

Indexed as

heart failure with preserved ejection fraction (HFpEF)Left ventricular ejection fraction (LVEF)Patient subgroupsSodium-glucose cotransporter 2 (SGLT2) inhibitorstreatment heterogeneity

Identifiers

PMID41908059
PMCPMC13018101

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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.