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循环细胞因子水平与心血管疾病风险:一项孟德尔随机化研究。

Circulating levels of cytokines and risk of cardiovascular disease: a Mendelian randomization study.

机构信息

Department of Cardiology, Shaanxi Provincial People's Hospital, Xi'an, China.

Department of General Internal Medicine, Xi'an Jiaotong University Hospital, Xi'an, China.

出版信息

Front Immunol. 2023 May 25;14:1175421. doi: 10.3389/fimmu.2023.1175421. eCollection 2023.

Abstract

BACKGROUND

Epidemiological studies have linked various circulating cytokines to cardiovascular disease (CVD), which however remains uncertain whether these relationships represent causality or are due to bias. To address this question, we conducted a Mendelian randomization (MR) analysis to systematically investigate the causal effects of circulating cytokine levels on CVD development.

METHODS

This study leveraged the summary statistic from respective genome-wide association study (GWAS) of 47 cytokines and four types of CVD. The -quantitative trait locus (-QTL) definition, derived from a GWAS meta-analysis comprising 31,112 participants of European descent, served as instruments for cytokines. A two-sample MR design was employed, followed by comprehensive sensitivity analyses to validate the robustness of results.

RESULTS

The results of inverse-variance weighted method using -protein QTL (-pQTL) instruments, showed the causal effects of four cytokines (i.e., IL-1ra, MCSF, SeSelectin, SCF) on the risk of coronary artery disease (CAD). We also identified causal relationships between two cytokines (i.e., IL-2ra, IP-10) and heart failure (HF), as well as two cytokines (i.e., MCP-3, SeSelectin) and atrial fibrillation (AF), after controlling for false discovery rate (FDR). The use of -expression QTL (-eQTL) revealed additional causal associations between IL-1a, MIF and CAD, between IL-6, MIF, and HF, as well as between FGFBasic and AF. No significant sign was survived for stroke with FDR applied. Results were largely consistent across sensitivity analyses.

CONCLUSION

The present study provides supportive evidence that genetic predisposition to levels of certain cytokines causally affects the development of specific type of CVD. These findings have important implications for the creation of novel therapeutic strategies targeting these cytokines as a means of preventing and treating CVD.

摘要

背景

流行病学研究将各种循环细胞因子与心血管疾病(CVD)联系起来,但这些关系是否代表因果关系,还是由于偏倚所致仍不确定。为了解决这个问题,我们进行了孟德尔随机化(MR)分析,系统地研究了循环细胞因子水平对 CVD 发展的因果影响。

方法

本研究利用了来自 47 种细胞因子和四种 CVD 类型的各自全基因组关联研究(GWAS)的汇总统计数据。来自包括 31112 名欧洲血统参与者的 GWAS 荟萃分析的 -定量性状基因座(-QTL)定义作为细胞因子的工具。采用两样本 MR 设计,并进行了全面的敏感性分析以验证结果的稳健性。

结果

使用 -蛋白 QTL(-pQTL)工具的逆方差加权法的结果表明,四种细胞因子(即 IL-1ra、MCSF、SeSelectin、SCF)对冠心病(CAD)的发病风险具有因果影响。我们还发现了两种细胞因子(即 IL-2ra、IP-10)与心力衰竭(HF)以及两种细胞因子(即 MCP-3、SeSelectin)与心房颤动(AF)之间存在因果关系,同时控制了假发现率(FDR)。使用 -表达 QTL(-eQTL)揭示了 IL-1a、MIF 和 CAD 之间、IL-6、MIF 和 HF 之间以及 FGFBasic 和 AF 之间的其他因果关联。应用 FDR 后,中风的显著性信号不再存在。敏感性分析结果基本一致。

结论

本研究提供了支持性证据,表明某些细胞因子水平的遗传易感性会因果地影响特定类型 CVD 的发展。这些发现对于制定针对这些细胞因子的新型治疗策略具有重要意义,这些策略可以作为预防和治疗 CVD 的手段。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e260/10247976/7da15dc735cf/fimmu-14-1175421-g001.jpg

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