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

**Authors:** Lianqi He, Di Zhang, Shiwen Zhang, Zhichao Ren, Yihong Huangfu, Xiran Cheng, Zhanchun Song, Jian Wu, Jian Wu, Jian Wu

PMC · DOI: 10.1371/journal.pone.0343296 · PLOS One · 2026-02-27

## TL;DR

Dapagliflozin helps heart failure by reducing inflammation and metabolic stress through inhibiting STAT1, as shown by multi-omics and experiments.

## Contribution

This study reveals that DAPA alleviates heart failure by targeting STAT1, linking metabolic and immune pathways.

## Key findings

- DAPA suppresses STAT1 expression, reducing inflammation and macrophage imbalance in heart failure.
- STAT1 overexpression in cardiomyocytes is rescued by DAPA, improving cell viability and reducing apoptosis.
- Transcriptomic data show metabolic and immune dysregulation in HF, with STAT1 as a central hub.

## Abstract

Heart 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.

We 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.

Transcriptomic 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.

STAT1 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.

## Linked entities

- **Genes:** STAT1 (signal transducer and activator of transcription 1) [NCBI Gene 6772]
- **Chemicals:** Dapagliflozin (PubChem CID 9887712), doxorubicin (PubChem CID 31703)
- **Diseases:** heart failure (MONDO:0005252), dilated cardiomyopathy (MONDO:0005021)
- **Species:** Mus musculus (taxon 10090)

## Full-text entities

- **Genes:** VWF (von Willebrand factor) [NCBI Gene 7450] {aka F8VWF, VWD}, Gpnmb (glycoprotein (transmembrane) nmb) [NCBI Gene 93695] {aka DC-HIL, Dchil, ipd}, ABCC9 (ATP binding cassette subfamily C member 9) [NCBI Gene 10060] {aka ABC37, ATFB12, CANTU, CMD1O, IDMYS, SUR2}, Mx1 (MX dynamin like GTPase 1) [NCBI Gene 24575] {aka IFI78}, Pde5a (phosphodiesterase 5A) [NCBI Gene 171115] {aka PDE5A2}, ACTA2 (actin alpha 2, smooth muscle) [NCBI Gene 59] {aka ACTSA, SMDYS}, Mrc1 (mannose receptor, C type 1) [NCBI Gene 17533] {aka CD206, MR}, EDN1 (endothelin 1) [NCBI Gene 1906] {aka ARCND3, ET1, HDLCQ7, PPET1, QME}, Ifit3 (interferon-induced protein with tetratricopeptide repeats 3) [NCBI Gene 309526], Ms4a4a (membrane spanning 4-domains A4A) [NCBI Gene 361734] {aka Ms4a4e}, KLRF1 (killer cell lectin like receptor F1) [NCBI Gene 51348] {aka CLEC5C, NKp80}, Il6 (interleukin 6) [NCBI Gene 24498] {aka ILg6, Ifnb2}, TNNI3 (troponin I3, cardiac type) [NCBI Gene 7137] {aka CMD1FF, CMD2A, CMH7, RCM1, TNNC1, cTnI}, Stat1 (signal transducer and activator of transcription 1) [NCBI Gene 25124] {aka DD6G4-4}, AIF1 (allograft inflammatory factor 1) [NCBI Gene 199] {aka AIF-1, IBA1, IRT-1, IRT1}, Birc5 (baculoviral IAP repeat-containing 5) [NCBI Gene 11799] {aka AAC-11, Api4, TIAP, survivin40}, Mns1 (meiosis-specific nuclear structural 1) [NCBI Gene 363093], Frem1 (Fras1 related extracellular matrix 1) [NCBI Gene 298185] {aka RGD1306981}, LUM (lumican) [NCBI Gene 4060] {aka LDC, SLRR2D}, Isg15 (ISG15 ubiquitin-like modifier) [NCBI Gene 298693] {aka G1p2}, CLDN5 (claudin 5) [NCBI Gene 7122] {aka AWAL, BEC1, CPETRL1, TMDVCF, TMVCF}, STAT1 (signal transducer and activator of transcription 1) [NCBI Gene 6772] {aka CANDF7, IMD31A, IMD31B, IMD31C, ISGF-3, STAT91}, RGS5 (regulator of G protein signaling 5) [NCBI Gene 8490] {aka MST092, MST106, MST129, MSTP032, MSTP092, MSTP106}, Rig1 (RNA sensor RIG-1) [NCBI Gene 297989] {aka Ddx58, Rigi}, Nlrp3 (NLR family, pyrin domain containing 3) [NCBI Gene 287362] {aka Cias1}, Klf4 (KLF transcription factor 4) [NCBI Gene 114505] {aka GKLF}, EMCN (endomucin) [NCBI Gene 51705] {aka EMCN2, MUC14}, Ccl5 (C-C motif chemokine ligand 5) [NCBI Gene 81780] {aka Rantes, Scya5}, Tnf (tumor necrosis factor) [NCBI Gene 24835] {aka RATTNF, TNF-alpha, Tnfa}, Lyve1 (lymphatic vessel endothelial hyaluronan receptor 1) [NCBI Gene 114332] {aka 1200012G08Rik, Crsbp-1, Lyve-1, Xlkd1}, Il1b (interleukin 1 beta) [NCBI Gene 16176] {aka IL-1beta, Il-1b}, TNNT2 (troponin T2, cardiac type) [NCBI Gene 7139] {aka CMD1D, CMH2, CMPD2, LVNC6, RCM3, TnTC}, Pik3cb (phosphatidylinositol-4,5-bisphosphate 3-kinase, catalytic subunit beta) [NCBI Gene 85243], LST1 (leukocyte specific transcript 1) [NCBI Gene 7940] {aka B144, D6S49E, LST-1}, Slc5a2 (solute carrier family 5 member 2) [NCBI Gene 64522] {aka Sglt2}, Stat3 (signal transducer and activator of transcription 3) [NCBI Gene 25125], TRAC (T cell receptor alpha constant) [NCBI Gene 28755] {aka IMD7, TCRA, TRCA}, Ifng (interferon gamma) [NCBI Gene 25712] {aka IFNG2, If2f}, Gapdh (glyceraldehyde-3-phosphate dehydrogenase) [NCBI Gene 24383] {aka BARS-38, Gapd}, C1QC (complement C1q C chain) [NCBI Gene 714] {aka C1Q-C, C1QD3, C1QG}, Cyp39a1 (cytochrome P450, family 39, subfamily a, polypeptide 1) [NCBI Gene 301264], Cxcl10 (C-X-C motif chemokine ligand 10) [NCBI Gene 245920] {aka IP-10, Scyb10}, MS4A1 (membrane spanning 4-domains A1) [NCBI Gene 931] {aka B1, Bp35, CD20, CVID5, FMC7, LEU-16}, Apc (APC regulator of WNT signaling pathway) [NCBI Gene 24205] {aka RATAPC}, Cd163 (CD163 antigen) [NCBI Gene 93671] {aka CD163v2, CD163v3}, S100a9 (S100 calcium binding protein A9) [NCBI Gene 94195] {aka Mrp14}, Anxa5 (annexin A5) [NCBI Gene 25673] {aka Anx5, CPB-I, LC5}, PRF1 (perforin 1) [NCBI Gene 5551] {aka HPLH2, P1, PFP}, Txnip (thioredoxin interacting protein) [NCBI Gene 56338] {aka 1200008J08Rik, Hyplip1, THIF, Tbp-2, VDUP1}, Top2a (topoisomerase (DNA) II alpha) [NCBI Gene 21973] {aka Top-2}, Mki67 (antigen identified by monoclonal antibody Ki 67) [NCBI Gene 17345] {aka D630048A14Rik, Ki-67, Ki67}, Fabp5 (fatty acid binding protein 5) [NCBI Gene 140868] {aka C-FABP, DA11, E-FABP}, Nr4a1 (nuclear receptor subfamily 4, group A, member 1) [NCBI Gene 15370] {aka GFRP1, Gfrp, Hbr-1, Hbr1, Hmr, N10}, Cd86 (CD86 molecule) [NCBI Gene 56822] {aka B7-2}, Akt1 (AKT serine/threonine kinase 1) [NCBI Gene 24185] {aka Akt}, Trem2 (triggering receptor expressed on myeloid cells 2) [NCBI Gene 83433] {aka TREM-2, Trem2a, Trem2b, Trem2c}, Irf1 (interferon regulatory factor 1) [NCBI Gene 24508], Cyp46a1 (cytochrome P450, family 46, subfamily a, polypeptide 1) [NCBI Gene 362782], Akr1c14 (aldo-keto reductase family 1, member C14) [NCBI Gene 191574] {aka Akr1c9}, Actb (actin, beta) [NCBI Gene 81822] {aka Actx}
- **Diseases:** hypoxic (MESH:D002534), respiratory arrest (MESH:D012131), papillary thyroid carcinoma (MESH:D000077273), ischemic cardiomyopathy (MESH:D009202), metabolic (MESH:D008659), dysregulation (MESH:D021081), oxygen (MESH:D000860), fibrosis (MESH:D005355), chronic inflammation (MESH:D007249), cardiomyocyte injury (MESH:D014947), myocardial remodeling (MESH:D064752), diabetes (MESH:D003920), ORCID iD (MESH:C535742), HF (MESH:D006333), infarct (MESH:D007238), cardiac remodeling (MESH:D020257), necrosis (MESH:D009336), cardiac abnormalities (MESH:D018376), immune dysregulation (OMIM:614878), hypertrophy (MESH:D006984), DCM (MESH:D002311), infection (MESH:D007239), cardiovascular death (MESH:D002318), Myocardial infarction (MESH:D009203), weight loss (MESH:D015431)
- **Chemicals:** CCK-8 (MESH:D012844), TRIzol (MESH:C411644), Empagliflozin (MESH:C570240), isoflurane (MESH:D007530), SDS (MESH:D012967), ketone body (MESH:D007657), ethanol (MESH:D000431), paraffin (MESH:D010232), O2 (MESH:D010100), PI (MESH:D010716), histidine (MESH:D006639), lipoic acid (MESH:D008063), xylene (MESH:D014992), Cy5.5 (MESH:C098793), sodium pentobarbital (MESH:D010424), beta-alanine (MESH:D015091), carboxymethylcellulose sodium (MESH:D002266), CO2 (MESH:D002245), paraformaldehyde (MESH:C003043), sucrose (MESH:D013395), PVDF (MESH:C024865), NAD+ (MESH:D009243), PBS (MESH:D007854), lysine (MESH:D008239), eosin (MESH:D004801), folate (MESH:D005492), glucose (MESH:D005947), H&amp;E (MESH:D006371), bile acid (MESH:D001647), -blockers (-), hematoxylin (MESH:D006416), G-418 (MESH:C010680), amino acid (MESH:D000596), fatty acid (MESH:D005227), DAPA (MESH:C529054)
- **Species:** Rattus norvegicus (brown rat, species) [taxon 10116], Homo sapiens (human, species) [taxon 9606]
- **Cell lines:** CCK-8 — Homo sapiens (Human), Colon adenocarcinoma, Cancer cell line (CVCL_2873), H9C2 — Rattus norvegicus (Rat), Spontaneously immortalized cell line (CVCL_0286), HX-H- — Homo sapiens (Human), Fibrosarcoma, Cancer cell line (CVCL_3318), 438-439 — Homo sapiens (Human), Finite cell line (CVCL_V771)

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## References

43 references — full list in the complete paper: https://tomesphere.com/paper/PMC12948057/full.md

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Source: https://tomesphere.com/paper/PMC12948057