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Bioinformatics analysis to identify potential biomarkers and therapeutic targets for ST-segment-elevation myocardial
Shuo Feng1, Rui Li1, Qingqing Zhou1
1Stroke Center and Department of Neurology, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, China.
Insights
ST-segment-elevation myocardial infarction (STEMI) and ischemic stroke (IS) share common genes. Researchers identified specific genes like MMP9 and ARG1 as potential biomarkers for STEMI-associated IS, offering new therapeutic targets.
Area of Science:
- Cardiovascular Research
- Genomics and Bioinformatics
- Neurology
Background:
- Acute myocardial infarction (AMI) and ischemic stroke (IS) are leading causes of global mortality and disability.
- ST-segment-elevation myocardial infarction (STEMI) significantly increases the risk of developing IS.
- The precise relationship and shared molecular mechanisms between STEMI and IS remain unclear.
Purpose of the Study:
- To investigate commonly expressed genes in patients with STEMI and IS using bioinformatics.
- To explore the interrelationship between STEMI and IS disease mechanisms.
- To identify potential biomarkers and therapeutic targets for STEMI-associated IS.
Main Methods:
- Differential gene expression analysis of GEO datasets (GSE60993 for STEMI, GSE16561 for IS).
- Construction and analysis of protein-protein interaction networks for identified DEGs.
- Gene Ontology (GO) and pathway enrichment analyses.
- Prediction of microRNAs (miRNAs) targeting co-expressed genes.
Main Results:
- Identified 210 DEGs in STEMI and 29 DEGs in IS.
- Key genes associated with STEMI included CD8A, TLR2, TLR4, S100A12, and TREM1.
- Hub genes for IS implicated IL7R, CCR7, FCGR3B, CD79A, and ITK.
- Co-expressed DEGs (MMP9, ARG1, CA4, CRISPLD2, S100A12, GZMK) and their targeting by miR-654-5p were linked to STEMI-related IS.
Conclusions:
- STEMI and IS share underlying molecular connections.
- Genes such as MMP9, ARG1, CA4, CRISPLD2, S100A12, and GZMK are potential biomarkers for STEMI-associated IS.
- These identified genes and miRNA interactions may represent novel therapeutic targets.
Background:
Acute myocardial infarction (AMI) is one of the major causes of mortality and disability worldwide, and ischemic stroke (IS) is a serious complication after AMI. In particular, patients with ST-segment-elevation myocardial infarction (STEMI) are more susceptible to IS. However, the interrelationship between the two disease mechanisms is not clear. Using bioinformatics tools, we investigated genes commonly expressed in patients with STEMI and IS to explore the relationship between these diseases, with the aim of uncovering the underlying biomarkers and therapeutic targets for STEMI-associated IS.
Methods:
Differentially expressed genes (DEGs) related to STEMI and IS were identified through bioinformatics analysis of the Gene Expression Omnibus (GEO) datasets GSE60993 and GSE16561, respectively. Thereafter, we assessed protein-protein interaction networks, gene ontology term annotations, and pathway enrichment for DEGs using various prediction and network analysis methods. The predicted miRNAs targeting the co-expressed STEMI- and IS-related DEGs were also evaluated.
Results:
We identified 210 and 29 DEGs in GSE60993 and GSE16561, respectively. CD8A, TLR2, TLR4, S100A12, and TREM1 were associated with STEMI, while the hubgenes, IL7R, CCR7, FCGR3B, CD79A, and ITK were implicated in IS. In addition, binding of the transcripts of the co-expressed DEGs MMP9, ARG1, CA4, CRISPLD2, S100A12, and GZMK to their corresponding predicted miRNAs, especially miR-654-5p, may be associated with STEMI-related IS.
Conclusions:
STEMI and IS are related and MMP9, ARG1, CA4, CRISPLD2, S100A12, and GZMK genes may be underlying biomarkers involved in STEMI-related IS.
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