Exploring potential biomarkers for acute myocardial infarction by combining circadian rhythm gene expression and immune cell infiltration

昼夜节律 免疫系统 心肌梗塞 基因表达 基因表达谱 节奏 渗透(HVAC) 医学 基因 生物 生物信息学 计算生物学 内科学 免疫学 遗传学 热力学 物理
作者
Xiao Yu,Xiaopeng Zhang,Hazrat Bilal,Chang Shi,Lei Sun
出处
期刊:Scientific Reports [Springer Nature]
卷期号:15 (1): 4012-4012 被引量:2
标识
DOI:10.1038/s41598-025-88568-2
摘要

Abstract Current diagnostic biomarkers for acute myocardial infarction (AMI), such as troponins, often lack specificity, leading to false positives under non-cardiac conditions. Recent studies have implicated circadian rhythm and immune infiltration in the pathogenesis of AMI. This study hypothesizes that analyzing the interplay between circadian rhythm-related gene expression and immune infiltration identify highly specific diagnostic biomarkers for AMI. Our results demonstrated differential expression of 15 circadian rhythm-related genes (CRGs) between AMI patients and healthy individuals, with five key genes—JUN, NAMPT, S100A8, SERPINA1, and VCAN identified as key contributors to this process. Functional enrichment analyses suggest these genes significantly influence cytokine and chemokine production in immune responses. Immune infiltration assessments using ssGSEA indicated elevated levels of neutrophils, macrophages, and eosinophils in AMI patients. Additionally, we identified potential therapeutic implications with 13 pivotal miRNAs and 10 candidate drugs targeting these genes. The Benjamini–Hochberg method was employed to adjust for multiple testing, and the results retained statistical significance. RT-qPCR analysis further confirmed the upregulation of these five genes under hypoxic conditions, compared to controls. Collectively, our findings highlight the critical role of CRGs in AMI, providing a foundation for improved diagnostic approaches and novel therapeutic targets.
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