Bioinformatics Analysis Reveals Hub Genes That May Reduce Inflammation and Complications After Cardiopulmonary Bypass

Quan Qi1, Yibo Yan2, Cheng Luo3

  • 1Department of Cardiac Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China. drqiquan0213@163.com.

Insights

This study identified FOS, JUN, ATF3, and EGR1 as key genes potentially mitigating inflammation and complications following cardiopulmonary bypass (CPB) surgery. These genes and the AP-1 pathway may offer therapeutic targets for improving patient outcomes after cardiac procedures.

Area of Science:

  • Molecular Biology
  • Bioinformatics
  • Cardiovascular Surgery

Background:

  • Cardiopulmonary bypass (CPB) is essential for cardiac surgery but causes adverse inflammatory effects.
  • Identifying genetic factors that can reduce CPB-induced inflammation is crucial for improving patient outcomes.

Purpose of the Study:

  • To identify genes and pathways involved in the inflammatory response and complications after CPB.
  • To investigate the role of FOS, JUN, ATF3, and EGR1 in CPB-associated inflammation.

Main Methods:

  • Utilized the GSE132176 dataset from the Gene Expression Omnibus (GEO) database.
  • Performed differential gene expression analysis, protein-protein interaction network analysis (using STRING and Cytoscape), and enrichment analysis.
  • Validated key gene expression levels using quantitative real-time PCR (qRT-PCR).

Main Results:

  • Identified 72 differentially expressed genes (DEGs), including two functional and one hub gene module.
  • FOS and ATF3 modular genes were enriched in specific signaling pathways (NGF-stimulated transcription, AP1 pathway, cytomegalovirus infection).
  • FOS, JUN, ATF3, and EGR1 emerged as critical hub genes, primarily involved in the AP-1 pathway.

Conclusions:

  • FOS, JUN, ATF3, and EGR1, along with the AP-1 pathway, are implicated in CPB-induced inflammation and complications.
  • These genes represent potential therapeutic targets for mitigating adverse effects of CPB.
  • Bioinformatic findings were corroborated by experimental validation through qRT-PCR.

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