Screening for key genes in circadian regulation in advanced atherosclerosis: A bioinformatic analysis

Jiali Yao1, Jingyan Liang1,2, Hongliang Li1,2

  • 1Institute of Translational Medicine, Medical College, Yangzhou University, Yangzhou, Jiangsu, China.

Insights

This study identifies two key circadian rhythm genes linked to advanced atherosclerosis (AS). These genes may offer new therapeutic targets for cardiovascular disease, improving our understanding of AS pathogenesis.

Area of Science:

  • Cardiovascular Research
  • Chronobiology
  • Bioinformatics

Background:

  • Atherosclerosis (AS) is a major cause of cardiovascular disease, including myocardial infarction and stroke.
  • While AS pathogenesis is increasingly understood, the role of circadian regulation remains unclear.
  • Circadian rhythms influence numerous physiological processes, and their disruption is implicated in various diseases.

Purpose of the Study:

  • To investigate the relationship between circadian regulation and atherosclerosis pathogenesis.
  • To identify key circadian rhythm-associated genes involved in AS.
  • To explore potential new therapeutic targets for AS.

Main Methods:

  • Utilized bioinformatics analysis, including Weighted Gene Co-expression Network Analysis (WGCNA) and Lasso regression.
  • Downloaded and analyzed early and advanced AS patient samples from public databases.
  • Assessed immune cell infiltration using CIBERSORT and analyzed gene-immune cell relationships.

Main Results:

  • Identified two core circadian rhythm-related genes significantly associated with advanced AS.
  • These genes were found to influence immune cell infiltration in late-stage AS.
  • Receiver Operating Characteristic (ROC) curves confirmed the efficacy of these genes in distinguishing between early and advanced AS.

Conclusions:

  • Two novel circadian rhythm genes strongly associated with advanced AS were identified.
  • The elucidated association of these genes with AS suggests their potential as future therapeutic targets.
  • This research provides novel insights into the interplay between circadian rhythm and AS development.
Abstract

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