Identifying Biomarkers for Atherosclerosis via Gene Expression and Biological Networking

Sangeeta Chhotaray1, Soumya Jal1

  • 1School of Paramedics and Allied Health Sciences, Centurion University of Technology and Management, Bhubaneswar, Odisha, India.

PubMed

Insights

This study identified ten hub genes significantly linked to atherosclerosis, offering potential therapeutic targets for early diagnosis and cardiovascular risk reduction. These findings advance understanding of atherosclerosis mechanisms and biomarker discovery.

Area of Science:

  • Cardiovascular Biology
  • Computational Biology
  • Genomics

Background:

  • Atherosclerosis is a chronic inflammatory disease involving lipid accumulation in arterial walls, leading to cardiovascular conditions.
  • Risk factors include hyperlipidemia, hypertension, smoking, and diabetes; diagnosis uses imaging and biomarkers.
  • Computational biology and statistical methods are crucial for identifying predictive biomarkers and improving atherosclerosis diagnosis and prognosis.

Purpose of the Study:

  • To uncover critical genes and pathways involved in the mechanism of atherosclerosis.
  • To identify potential therapeutic targets for early diagnosis and risk reduction.

Main Methods:

  • Analysis of the GSE23746 dataset to identify differentially expressed genes (DEGs) between control and atherosclerotic samples.
  • Utilized Gene Ontology (GO) and Kyoto Encyclopaedia of Genes and Genomes (KEGG) for enrichment analysis of DEGs.
  • Constructed a Protein-Protein Interaction (PPI) network using the STRING database.

Main Results:

  • Identified 76 differentially expressed genes (DEGs) in atherosclerosis.
  • Discovered ten hub genes (EGR1, PTGS2, TNF, NFKBIA, CXCL8, TNFAIP3, CCL3, IL1B, PTPRC, CD83) significantly associated with the disease.
  • Metabolic pathway analysis revealed potential therapeutic targets linked to these hub genes.

Conclusions:

  • The ten identified hub genes are significantly linked to atherosclerosis, providing potential targets for early diagnosis and cardiovascular risk management.
  • Metabolic pathway analysis highlights the therapeutic potential of hub genes for early atherosclerosis detection.
  • Compounds like phospholipids, ANGPTL3, LCAT, and OCT-1 are potential therapeutic targets and novel biomarkers for early atherosclerotic lesion diagnosis.
Abstract

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