关键词:
Heart failure
Mitochondrial permeability transition-driven
necrosis
Biomarkers
Predictive and diagnostic efficacy
Enrichment pathways
Regulatory networks
摘要:
Background: Heart failure is linked to increased hospitalization and mortality. Mitochondrial permeability transition-driven necrosis is associated with cardiovascular diseases, but its role in heart failure is unclear. This study aimed to identify and validate genes related to mitochondrial permeability transition-driven necrosis in heart failure, potentially leading to new drug targets and signaling pathways. Methods: We identified differentially expressed genes related to heart failure from the gene expression omnibus database and identified module genes related to mitochondrial permeability transition-driven necrosis from the gene set enrichment analysis database. Key genes were determined by intersecting these two gene groups using least absolute shrinkage and selection operator and support vector machine algorithms. Pathways, diagnostic efficacy, gene interactions, immune infiltration, and regulatory networks were analyzed. Small interfering RNAs were used for validation. Real-time-quantitative polymerase chain reaction, flow cytometry, and JC-1 assays were performed in vitro. Results: Forty-six differentially expressed genes, and 3439 module genes were identified. LYVE1, IL1RL1, and SERPINA3 were identified as significantly downregulated key genes, with IL1RL1 and SERPINA3 associated with heart failure risk. Benzo(a) pyrene, bisphenol A, estradiol, and particulate matter were found to simultaneously increase the expression of three key genes. In clinical samples, only LYVE1 and IL1RL1 were downregulated, as expected. Knockdown of these genes in cells led to increased necrosis and decreased mitochondrial membrane potential. Only estradiol reduced brain natriuretic peptide protein levels in hypertrophic cells. Conclusions: LYVE1 and IL1RL1 were validated as key genes linked to mitochondrial permeability transitiondriven necrosis in heart failure. Estradiol may have a therapeutic effect on heart failure.