血浆蛋白与冠心病风险:前瞻性队列与孟德尔随机化研究

Plasma proteins and the risk of coronary artery disease: a prospective cohort and mendelian randomization study

  • 摘要:
    目的 依托英国生物样本库(UK Biobank)数据,探讨血浆蛋白与冠心病发病风险的关联。
    方法 应用Cox比例风险模型评估2 911种蛋白质与冠心病发病的前瞻性关联,结合通路富集分析揭示生物学过程。通过双样本孟德尔随机化、共定位分析推断因果关系,并依据DrugBank数据库评估关键蛋白的临床转化潜力。
    结果 经过中位14.52年的随访,共观察到3 760例新发冠心病病例。共识别出508种蛋白质与冠心病风险显著相关,且富集于动脉粥样硬化相关通路。孟德尔随机化分析进一步鉴定出27种与冠心病存在因果关系的蛋白质,共定位分析支持PCSK9和IFI30蛋白与冠心病共享因果遗传变异。药物靶点验证提示部分蛋白具有已知的药理开发基础。
    结论 本研究明确了与冠心病风险相关的关键血浆蛋白及其因果作用,为阐明疾病机制、开发早期预测模型与精准治疗策略提供理论基础。

     

    Abstract:
    Objective To investigate the association between plasma proteins and coronary artery disease (CAD) risk using data from the UK Biobank.
    Methods Cox proportional hazards models were applied to assess prospective associations of 2, 911 proteins with CAD incidence. Pathway enrichment analysis was performed to identify relevant biological processes. Two-sample Mendelian randomization (MR) and colocalization analyses were conducted to infer causal relationships, and the clinical translational potential of key proteins was evaluated using DrugBank databases.
    Results During a median follow-up of 14.52 years, 3, 760 incident CAD cases were documented. A total of 508 proteins were identified to be significantly associated with the risk of CAD, and these proteins were enriched in atherosclerosis-related pathways. MR analysis confirmed 27 proteins with causal evidence for CAD. Colocalization analysis supported shared causal genetic variants between CAD and PCSK9/IFI30 proteins. Drug target validation indicated existing pharmacological development potential for several proteins.
    Conclusion This study identifies key plasma proteins associated with CAD risk and demonstrates their causal roles, providing a theoretical foundation for elucidating disease mechanisms and developing early prediction models and precision treatment strategies.

     

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