Integrated Systems Biology Identifies Disruptions in Mitochondrial Function and Metabolism as Key Contributors to HFpEF
Ontology highlight
ABSTRACT:
PROVIDER: PRJNA1285955 | ENA |
REPOSITORIES: ENA
Similar Datasets
Project description:HFpEF accounts for ∼50% of HF cases. The ZSF1-obese rat model recapitulates clinical features of HFpEF including hypertension, obesity, metabolic syndrome, exercise intolerance, and diastolic dysfunction. Here, we used a systems biology approach to define the metabolic and transcriptional signatures to gain mechanistic insight into pathways contributing to HFpEF development. The integrated omics approach applied here provides a framework to uncover novel genes, metabolites, and pathways underlying HFpEF, with an emphasis on mitochondrial energy metabolism as a potential interventional target.
2025-08-21 | GSE301671 | GEO
Project description: Not available
| S-EPMC12390939 | biostudies-literature
Project description:In this study the authors used systems biology to define progressive changes in metabolism and transcription in a large animal model of heart failure with preserved ejection fraction (HFpEF). Transcriptomic analysis of cardiac tissue, 1 month post-banding, revealed loss of electron transport chain components, and this was supported by changes in metabolism and mitochondrial function, altogether signifying alterations in oxidative metabolism. Established HFpEF, 4 months post-banding, resulted in changes in intermediary metabolism with normalized mitochondrial function. Mitochondrial dysfunction and energetic deficiencies were noted in skeletal muscle at early and late phases of disease, suggesting cardiac-derived signaling contributes to peripheral tissue maladaptation in HFpEF. Collectively, these results provide insights into the cellular biology underlying HFpEF progression.
2021-09-01 | GSE181184 | GEO
Project description:Molecular Signatures of HFpEF: Systems Biology in a Cardiac-Centric Large Animal Model
| PRJNA759257 | ENA
Project description:Integrated systems-biology platform for power-to-gas technology
| PRJNA902403 | ENA
Project description:Systems biology of prostate cancer
| PRJEB34826 | ENA
Project description:Background: Heart failure with preserved ejection fraction (HFpEF) constitutes more than half of all heart failure but has few effective therapies. Recent human myocardial transcriptomics and metabolomics have revealed major differences between HFpEF, HF with reduced EF (HFrEF), and controls. How this translates at the protein level is currently unknown. Methods: Myocardial tissue from patients with HFpEF and non-failing donor controls was analyzed by data-dependent (DDA, n=10 HFpEF, n=9 controls) and data-independent (DIA, n=44 HFpEF, n=5 controls) mass spectrometry-based proteomics. Previously reported myocardial proteomic data from end-stage HFrEF and controls were also used. Differential protein expression analysis, machine learning and pathway enrichment were integrated with clinical characteristics and myocardial transcriptomics. Results: DDA-MS proteomics identified 88 significantly upregulated and 248 down-regulated proteins in HFpEF vs controls, out of 1996 identified proteins. Principal component analysis of DDA-MS proteomics found HFpEF was separated into 2 sub-groups: one being similar to controls the other quite disparate. Top proteins contributing to the separation of HFpEF subgroups were enriched in actin/myosin binding, regulation of DNA replication/repair, transcription, and translation. Downregulated proteins in HFpEF vs controls were enriched in pathways related to ribosome structure, transmembrane transporters, metabolic enzymes, and oxidative phosphorylation (OxPhos) proteins. Enriched pathways for proteins upregulated in HFpEF related to actin and phospholipid binding, growth factor signaling, kinase regulation, and glycolysis. Ingenuity pathway analysis predicted downregulation of protein translation, mitochondrial function, and glucose and fat metabolism in HFpEF. OxPhos gene (increased) versus protein (decreased) expression was discordant in HFpEF. The second DIA proteomic analysis also yielded two HFpEF sub-groups; the one most different from controls also having reduced OxPhos and protein translation pathways. A higher proportion of these patients also had severe obesity. Conclusions: Integrative proteomics, transcriptomics, and pathway analysis supports a translational defect particularly involving mitochondrial, ribosomal and protein translation proteins in HFpEF. Patients with more distinct proteomic signatures from control were more often very obese. The results support therapeutic efforts targeting metabolism, mitochondrial function, and protein translation in this subgroup.
2024-03-05 | PXD045677 | Pride
Project description:HFpEF mouse model was established by a \"double hit\" of L-NAME and high-fat diet (60% fat). 5-week-old C57BL/6N mice were given the above intervention for 5 weeks (Early HFpEF group) or 12 weeks (Advanced HFpEF group). 17-week-old mice fed a normal diet were used as the Control group. After adequate perfusion, the hearts were harvested. Ventricular RNA was extracted for RNA sequencing.
2025-12-31 | E-MTAB-15255 | biostudies-arrayexpress
Project description:Background Metabolic dysfunction-associated steatotic liver disease (MASLD) and its advanced form, MASH, are closely linked to cardiac dysfunction, particularly heart failure with preserved ejection fraction (HFpEF). However, the mechanisms underlying MASLD-associated HFpEF and its reversibility remain poorly understood, largely due to the lack of robust preclinical models. Here, we established a translational model of MASLD-associated cardiac dysfunction that recapitulates the key features of human HFpEF. We applied functional and transcriptomic analyses of the left ventricle (LV) to define the pathways associated with cardiac dysfunction and its reversibility. Methods Alms1−/− (Foz/Foz) mice and wild-type littermates were fed normal chow (NC) or Western diet (WD) for up to 36 weeks (wk). Reversibility was modeled by switching WD-fed Foz/Foz mice at 12wk back to NC for 12wk. Cardiac assessment included echocardiography, invasive hemodynamics with dobutamine stimulation, histopathology, electron microscopy and isolated cardiomyocyte contractility. LV transcriptomes were profiled by bulk RNA sequencing and analyzed by differential expression and pathway enrichment. Results Foz/Foz mice on WD for 24wk developed metabolic syndrome and MASH with advanced liver fibrosis. Cardiac phenotyping showed LV hypertrophy, impaired cardiomyocyte contractility, reduced β-adrenergic reserve, elevated plasma BNP, and increased mortality while the ejection fraction was preserved (>50%), consistent with HFpEF. The progression of cardiac dysfunction was closely associated with liver fibrosis that developed during MASH. Switching WD-fed Foz/Foz mice at 12wk to normal chow diet reversed hepatic fibrosis, restored LV function, and reduced mortality, demonstrating plasticity of the liver-heart axis. LV transcriptomic analysis revealed that cardiac impairment in these mice was associated with mitochondrial dysfunction, altered substrate utilization, extracellular matrix remodeling, and metabolic stress; pathways that are similarly dysregulated in human HFpEF. Cardiac electron microscopy revealed swollen mitochondria with disrupted cristae, which improved following dietary intervention. Conclusions Mitochondrial dysfunction and fibroinflammatory remodeling are prominent features of MASLD-associated cardiac dysfunction. Reversal of hepatic and cardiac phenotypes with dietary intervention, together with elucidation of underlying pathways, establish the Foz/Foz model as a useful translational platform for studying liver-heart axis in MASLD.
2026-07-21 | GSE304630 | GEO
Project description:Heart failure with preserved ejection fraction (HFpEF) accounts for half of heart failure cases and is characterised by reduced pericyte coverage. While the contributions of other cardiac cell types to HFpEF are well-studied, the role of pericytes remains less understood. Using murine single-nucleus RNA sequencing to study cardiac pericytes in HFpEF, we identified reduced STAT3 expression as a hallmark of HFpEF pericytes. Mechanistic studies in vitro revealed that STAT3 deletion induces cellular senescence and impairs pericyte adhesion, recapitulating HFpEF-like characteristics. These findings suggest that STAT3 is crucial for maintaining pericyte homeostasis and highlight its reduction as a potential driver of pericyte loss, a defining feature of HFpEF.
2025-04-25 | E-MTAB-15019 | biostudies-arrayexpress