Evidence map›Paper›PMID 41758878›Full record

ArticlePloS one2026

Dapagliflozin mitigates myocardial inflammation and metabolic stress in heart failure through STAT1 inhibition: Evidence from multi-omics analyses and experimental exploration.

Lianqi He, Di Zhang, Shiwen Zhang, Zhichao Ren, Yihong Huangfu, Xiran Cheng, Zhanchun Song

Abstract read
In one paragraph

Article in PloS one, 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

7 authors.

Lianqi HeDepartment of Cardiology, Central Hospital of Fushun, Fushun, Liaoning, China.
Di ZhangDepartment of Cardiology, Central Hospital of Fushun, Fushun, Liaoning, China.
Shiwen ZhangDepartment of Cardiology, Central Hospital of Fushun, Fushun, Liaoning, China.
Zhichao RenDepartment of Cardiology, Central Hospital of Fushun, Fushun, Liaoning, China.
Yihong HuangfuDepartment of Cardiology, Central Hospital of Fushun, Fushun, Liaoning, China.
Xiran ChengChangsha Medical College, Changsha, Hunan, China.
Zhanchun SongDepartment of Cardiology, Central Hospital of Fushun, Fushun, Liaoning, China.ORCID https://orcid.org/0009-0004-4428-4014

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundHeart failure (HF) is a global health challenge with high morbidity and mortality. While dapagliflozin (DAPA), a sodium-glucose cotransporter 2 inhibitor, has proven clinical benefits in HF, its molecular mechanisms remain unclear.

methodsWe integrated bulk and single-cell transcriptomic analyses with experimental validation to investigate the role of STAT1 in HF and its modulation by DAPA. Bulk RNA sequencing data from the GSE57345 dataset were analyzed for differential expression, enrichment, and weighted gene co-expression network analysis (WGCNA) to identify hub regulators. Single-cell RNA sequencing data (GSE145154) included normal controls (n = 4), dilated cardiomyopathy (DCM, n = 8), ischemic cardiomyopathy infarct regions (ICM_MI, n = 6), and non-infarct regions (ICM_NMI, n = 6), and were processed with Seurat and Harmony for integration, clustering, myeloid subcluster profiling, and AUCell pathway scoring. For in vivo validation, a rat model of myocardial infarction-induced HF was established and divided into control, HF, and HF+DAPA groups (6 mg/kg/day for 4 weeks). Histological examination, Western blotting, ELISA, flow cytometry, and serum bile acid assays were conducted. For in vitro assays, STAT1-overexpressing H9C2 cardiomyocytes were generated by lentiviral transduction. Cell viability (CCK‑8), STAT1 expression (qPCR and Western blot), and apoptosis (Annexin V/PI flow cytometry) were assessed with or without DAPA treatment.

resultsTranscriptomic analyses revealed widespread activation of bile acid, amino acid, and lipoic acid metabolic pathways in HF, coupled with immune remodeling dominated by increased M1 and reduced M2 macrophages. STAT1 emerged as a central hub gene linking metabolic stress and immune imbalance. Single-cell analysis confirmed aberrant STAT1 expression particularly in M1 and proliferating myeloid clusters. In vivo, DAPA suppressed myocardial STAT1 expression, alleviated inflammation, normalized macrophage polarization, and reduced cytokine and bile acid abnormalities. In vitro, DAPA rescued STAT1-overexpressing cardiomyocytes by restoring viability and reducing apoptosis.

conclusionsSTAT1 acts as a pivotal mediator bridging metabolic disturbances and immune dysregulation in HF. DAPA alleviates HF by inhibiting STAT1 signaling, thereby restoring immunometabolic balance and protecting cardiac tissue. These findings provide mechanistic insight into the cardioprotective effects of DAPA and position STAT1 as a promising biomarker and potential therapeutic candidate for HF management.

Indexed as

Benzhydryl CompoundsGlucosidesHeart FailureSTAT1 Transcription FactorStress, PhysiologicalAnimalsApoptosisGene Expression ProfilingHumansInflammationMaleMultiomicsMyocardial InfarctionMyocardiumMyocytes, CardiacRatsBenzhydryl CompoundsdapagliflozinGlucosidesStat1 protein, ratSTAT1 Transcription Factor

Identifiers

PMID41758878
PMCPMC12948057

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.