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MESA 的宏基因组学研究: 的检测及其与冠心病的相关性。

Metagenomic Study of the MESA: Detection of and Association With Coronary Heart Disease.

机构信息

Institute for Translational Genomics and Population Sciences The Lundquist Institute for Biomedical Innovation Torrance CA.

Department of Pediatrics, David Geffen School of Medicine University of California at Los Angeles Los Angeles CA.

出版信息

J Am Heart Assoc. 2024 Oct;13(19):e035693. doi: 10.1161/JAHA.124.035693. Epub 2024 Sep 30.

Abstract

BACKGROUND

Inflammation is a feature of coronary heart disease (CHD), but the role of proinflammatory microbial infection in CHD remains understudied.

METHODS AND RESULTS

CHD was defined in the MESA (Multi-Ethnic Study of Atherosclerosis) as myocardial infarction (251 participants), resuscitated arrest (2 participants), and CHD death (80 participants). We analyzed sequencing reads from 4421 MESA participants in the National Heart, Lung, and Blood Institute Trans-Omics for Precision Medicine program using the PathSeq workflow of the Genome Analysis Tool Kit and a 65-gigabase microbial reference. Paired reads aligning to 840 microbes were detected in >1% of participants. The association of the presence of microbe reads with incident CHD (follow-up, ~18 years) was examined. First, important variables were ascertained using a single regularized Cox proportional hazard model, examining change of risk as a function of presence of microbe with age, sex, education level, Life's Simple 7, and inflammation. For variables of importance, the hazard ratio (HR) was estimated in separate (unregularized) Cox proportional hazard models including the same covariates (significance threshold Bonferroni corrected <6×10, 0.05/840). Reads from 2 microbes were significantly associated with CHD: (HR, 3.14 [95% CI, 1.92-5.12]; =4.86×10) and species NFACC19-2 (HR, 3.22 [95% CI, 2.03-5.41]; =1.58×10).

CONCLUSIONS

Metagenomics of whole-genome sequence reads opens a possible frontier for detection of pathogens for chronic diseases. The association of and species reads with CHD raises the possibilities that microbes may drive atherosclerotic inflammation and that treatments for specific pathogens may provide clinical utility for CHD reduction.

摘要

背景

炎症是冠心病(CHD)的一个特征,但促炎微生物感染在 CHD 中的作用仍研究不足。

方法和结果

在 MESA(动脉粥样硬化的多民族研究)中,CHD 定义为心肌梗死(251 例参与者)、复苏性停搏(2 例参与者)和 CHD 死亡(80 例参与者)。我们使用基因组分析工具包的 PathSeq 工作流程和一个 65 千兆碱基的微生物参考,对国家心脏、肺和血液研究所转化精准医学计划中的 4421 名 MESA 参与者的测序读取进行了分析。在>1%的参与者中检测到与 840 种微生物配对的读取。研究了微生物读取的存在与 CHD (随访时间约为 18 年)事件的关联。首先,使用单个正则化 Cox 比例风险模型确定重要变量,该模型通过微生物存在时的年龄、性别、教育水平、Life's Simple 7 和炎症来检查风险变化。对于重要变量,在包括相同协变量的单独(非正则化)Cox 比例风险模型中估计危险比(HR)(显著性阈值 Bonferroni 校正 <6×10,0.05/840)。2 种微生物的读取与 CHD 显著相关:(HR,3.14 [95%CI,1.92-5.12];=4.86×10)和 种 NFACC19-2(HR,3.22 [95%CI,2.03-5.41];=1.58×10)。

结论

全基因组序列读取的宏基因组学为检测慢性疾病的病原体开辟了一个可能的前沿。与 CHD 相关的 和 种微生物读取提出了这样一种可能性,即微生物可能驱动动脉粥样硬化炎症,针对特定病原体的治疗可能为 CHD 减少提供临床应用。

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