Identification of biomarkers associated with phagocytosis regulatory factors in coronary artery disease using machine learning and network analysis.
Journal:
Mammalian genome : official journal of the International Mammalian Genome Society
Published Date:
Feb 14, 2025
Abstract
BACKGROUND: Coronary artery disease (CAD) is the leading cause of death worldwide, and aberrant phagocytosis may be involved in its development. Understanding this aspect may provide new avenues for prompt CAD diagnosis.
Authors
Keywords
Biomarkers
Computational Biology
Coronary Artery Disease
Databases, Genetic
Gene Expression Profiling
Gene Regulatory Networks
Humans
Interleukin-1beta
Machine Learning
MicroRNAs
Phagocytosis
Polymorphism, Single Nucleotide
Protein Interaction Maps
Receptors, IgG
Syk Kinase
Toll-Like Receptor 2
Transcription Factors