ArticleExperimental and therapeutic medicine2023
Exploring novel biomarkers in dilated cardiomyopathy‑induced heart failure by integrated analysis and
Article in Experimental and therapeutic medicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
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13 citing papers in PubMed, 14 citations in OpenAlex.
- RNA sequence analysis of differentially expressed genes in left atrial appendage thrombus.Journal of thrombosis and thrombolysis · 2026Article
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- Discovery ofDiagnostics (Basel, Switzerland) · 2025Article
- TUBB4A relieves high glucose-induced cardiomyocyte hypertrophy and apoptosis through the regulation of ubiquitination and activation of the NOTCH signaling pathway.Cytotechnology · 2025Article
- Identification of noval diagnostic biomarker for HFpEF based on proteomics and machine learning.Proteome science · 2025Article
- The Role of the MAPK Signaling Pathway in Cardiovascular Disease: Pathophysiological Mechanisms and Clinical Therapy.International journal of molecular sciences · 2025Review
- Dynamics of SERPINA3 in response to anthracycline treatment and cardiovascular dysfunction.Cardio-oncology (London, England) · 2025Article
- Disease-Specific Alteration of Cardiac Lymphatics: A Review from Animal Disease Models to Clinics.International journal of molecular sciences · 2024Review
- Cardioprotection by the adiponectin receptor agonist ALY688 in a preclinical mouse model of heart failure with reduced ejection fraction (HFrEF).Biomedicine & pharmacotherapy = Biomedecine & pharmacotherapie · 2024Article
- Plasma SMOC2 Predicts Prognosis in Patients with Heart Failure: A Prospective Cohort.International journal of general medicine · 2024Article
- The genetic architecture of complete blood counts in lactating Holstein dairy cows.Frontiers in genetics · 2024Article
- Article
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Authors and funding
4 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Despite the availability of several effective and promising treatment methods, heart failure (HF) remains a significant public health concern that requires advanced therapeutic strategies and techniques. Dilated cardiomyopathy (DCM) is a crucial factor that contributes to the development and deterioration of HF. The aim of the present study was to identify novel biomarkers and biological pathways to enhance the diagnosis and treatment of patients with DCM-induced HF using weighted gene co-expression network analysis (WGCNA). A total of 24 co-expressed gene modules connected with DCM-induced HF were obtained by WGCNA. Among these, the blue module had the highest correlation with DCM-induced HF (r=0.91; P<0.001) and was enriched in the AGE-RAGE signaling pathway in diabetic complications, the p53 and MAPK signaling pathway, adrenergic signaling in cardiomyocytes, the Janus kinase-STAT signaling pathway and cGMP/PKG signaling. Eight key genes, including secreted protein acidic and rich in cysteine-related modular calcium-binding protein 2 (SMOC2), serpin family A member 3 (SERPINA3), myosin heavy chain 6 (MYH6), S100 calcium binding protein A9 (S100A9), tubulin α (TUBA)3E, TUBA3D, lymphatic vessel endothelial hyaluronic acid receptor 1 (LYVE1) and phospholipase C ε1 (PLCE1), were selected as the therapeutic targets of DCM-induced HF based on WGCNA and differentially expressed gene analysis. Immune cell infiltration analysis revealed that the proportion of naive B cells and CD4-activated memory T cells was markedly upregulated in DCM-induced HF tissues compared with tissues from healthy controls. Furthermore, reverse transcription-quantitative PCR in AC16 human cardiomyocyte cells treated with doxorubicin showed that among the eight key genes, only SERPINA3, MYH6, S100A9, LYVE1 and PLCE1 exhibited expression levels identical to those revealed by bioinformatics analysis, suggesting that these genes may be involved in the development of DCM-induced HF.
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