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DNA Microarrays: Sample Quality Control, Array Hybridization and Scanning
Published on: March 15, 2011
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Expression profile analysis based on DNA microarray for patients undergoing off-pump coronary artery bypass surgery
Yunpeng Sun1, Yongsheng Gao1, Jingnan Sun2
1Department of Cardiac Surgery, The First Hospital of Jilin University, Changchun, Jilin 130021, P.R. China.
Experimental and Therapeutic Medicine
|March 22, 2016
Summary
Off-pump coronary artery bypass (OPCAB) surgery impacts gene expression, revealing molecular mechanisms. Key genes and microRNAs identified may influence patient outcomes after OPCAB procedures.
Area of Science:
- Cardiovascular Surgery
- Molecular Biology
- Bioinformatics
Background:
- Coronary heart disease (CHD) is a significant health concern.
- Off-pump coronary artery bypass (OPCAB) surgery is a primary treatment for CHD.
- Understanding the molecular underpinnings of OPCAB is crucial for optimizing patient care.
Purpose of the Study:
- To investigate the molecular mechanisms associated with OPCAB surgery.
- To identify differentially expressed genes (DEGs) and microRNAs (miRNAs) before and after OPCAB.
- To construct gene and miRNA regulatory networks to elucidate molecular interactions.
Main Methods:
- Analysis of Gene Expression Omnibus (GEO) dataset GSE12486.
- Identification of DEGs using bioinformatics tools.
- Principal Component Analysis (PCA) for sample differentiation.
- Gene Ontology (GO) and pathway enrichment analysis.
- Protein-protein interaction (PPI) network and miRNA regulatory network construction using Cytoscape.
Main Results:
- 64 DEGs (63 upregulated, 1 downregulated) were identified.
- PCA effectively distinguished pre- and post-OPCAB samples.
- Upregulated DEGs were enriched in terms like chemokine activity and the chemokine signaling pathway.
- A PPI network highlighted 10 hub nodes, including FOS.
- 36 miRNAs were identified, and a regulatory network revealed interactions, such as EGR2 being regulated by 8 miRNAs.
Conclusions:
- OPCAB surgery induces significant changes in gene expression profiles.
- Chemokine signaling pathways and specific hub genes like FOS are implicated in OPCAB.
- Identified DEGs and their regulatory miRNAs, such as MIR-224 and MIR-7, may play critical roles in post-OPCAB patient molecular responses.

