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Identification of Pyroptosis-Related Genes and Immune Landscape in Myocardial Ischemia-Reperfusion Injury
Yanfang Zhu1,2, Haoyan Zhu1,2, Jia Zhou1,2
1Department of Cardiology, Zhongnan Hospital of Wuhan University, Wuhan 430071, China.
Abstract:
Background: Cardiomyocyte death is a key factor in myocardial ischemia-reperfusion injury (MI/RI), and the expression patterns and molecular mechanisms of pyroptosis-related genes (PRGs) in ischemia-reperfusion injury are poorly understood. Methods: The mouse MI/RI injury-related datasets GSE61592 and GSE160516 were obtained from the Gene Expression Omnibus database, and differential expression analysis was performed on each to identify differentially expressed genes (DEGs). The DEGs were intersected with the PRGs obtained from GeneCards to identify differentially expressed PRGs in MI/RI. Enrichment analysis identified key pathways, while PPI network analysis revealed hub genes. The expression patterns and immune cell infiltration of hub genes were also investigated. The molecular docking prediction of key genes was performed using MOE software in conjunction with the ZINC small molecular compounds database. Key gene expression was validated in an external dataset (GSE4105), a mouse MI/RI model, and an HL-1 cell hypoxia/reoxygenation model via RT-qPCR. Results: A total of 29 differentially expressed PRGs were identified, which are primarily associated with pathways such as "immune system process", "response to stress", "identical protein binding", and "extracellular region". Seven key genes (Fkbp10, Apoe, Col1a2, Ppic, Tlr2, Fstl1, Serpinh1) were screened, all strongly correlated with immune infiltration. Seven FDA-approved small molecule compounds exhibiting the highest docking potential with each key gene were selected based on a comprehensive evaluation of S-scores and hydrogen bond binding energies. Apoe, Tlr2, and Serpinh1 were successfully validated across external datasets, the mouse MI/RI model, and the cardiomyocyte H/R model. Conclusions: Apoe, Tlr2, and Serpinh1 may be key genes involved in MI/RI-related pyroptosis. Targeting these genes may provide new insights into the treatment of MI/RI.
Insights
Pyroptosis-related genes (PRGs) are crucial in myocardial ischemia-reperfusion injury (MI/RI). This study identifies Apoe, Tlr2, and Serpinh1 as key genes involved in MI/RI pyroptosis, offering potential therapeutic targets.
Area of Science:
- Cardiovascular Biology
- Molecular Medicine
- Immunology
Background:
- Cardiomyocyte death significantly contributes to myocardial ischemia-reperfusion injury (MI/RI).
- The roles and molecular mechanisms of pyroptosis-related genes (PRGs) in MI/RI remain largely uncharacterized.
- Understanding PRG expression is vital for developing novel MI/RI treatments.
Purpose of the Study:
- To identify differentially expressed PRGs in MI/RI.
- To elucidate the molecular mechanisms and pathways associated with PRGs in MI/RI.
- To identify potential therapeutic targets for MI/RI by analyzing key PRGs and their interactions.
Main Methods:
- Utilized gene expression datasets (GSE61592, GSE160516) to identify differentially expressed genes (DEGs) and PRGs in MI/RI.
- Performed enrichment analysis and protein-protein interaction (PPI) network analysis to identify key pathways and hub genes.
- Validated key gene expression using external datasets, a mouse MI/RI model, and a cardiomyocyte hypoxia/reoxygenation model via RT-qPCR.
Main Results:
- Identified 29 differentially expressed PRGs linked to immune processes, stress response, and extracellular regions.
- Screened seven key genes (Fkbp10, Apoe, Col1a2, Ppic, Tlr2, Fstl1, Serpinh1), all correlated with immune cell infiltration.
- Validated Apoe, Tlr2, and Serpinh1 as key genes in MI/RI pyroptosis across multiple models and datasets.
Conclusions:
- Apoe, Tlr2, and Serpinh1 are identified as critical genes in MI/RI-associated pyroptosis.
- These genes represent promising therapeutic targets for mitigating MI/RI.
- Further research into targeting these genes could offer novel treatment strategies for MI/RI.
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