Wang Han, Luo Qiang, Ding Xunshi, Chen Lifang, Zhang Zheng
Department of Cardiology, The Third People's Hospital of Chengdu, Affiliated Hospital of Southwest Jiaotong University, Chengdu, China.
Front Cardiovasc Med. 2022 Jul 22;9:922441. doi: 10.3389/fcvm.2022.922441. eCollection 2022.
Previous studies have demonstrated that trimethylamine N-oxide (TMAO) and its precursors, including choline, betaine, and carnitine, are closely associated with blood pressure (BP) changes. Nevertheless, with the limitation of reverse causality and confounder in observational studies, such a relationship remains unclear. We aimed to assess the causal relationship of TMAO and its precursors with BP by the Mendelian Randomization (MR) approach.
In this study, two-sample MR was used to reveal the causal effect of TMAO and its precursors on BP. Pooled data of TMAO and its precursors was from genome-wide association studies (GWAS) which includes summary data of human metabolome in 2,076 European participants from Framingham Heart Study. Summary-level data for BP was extracted from the International Consortium of Blood Pressure-Genome Wide Association Studies. Inverse variance weighted (IVW), MR Egger regression, Maximum likelihood, Weighted median, and MR pleiotropy residual sum and outlier test (MR-PRESSO) were used in this MR analysis.
A total of 160 independent SNP loci were associated with TMAO and three precursors, including 58 associated with TMAO, 29 associated with choline, 44 associated with betaine, and 29 associated with carnitine, were selected. MR results suggested that a 1 unit increase in TMAO should be associated with a 1SD increase in systolic BP mmHg (beta: 0.039, SE, 0.072, = 0.020). Additionally, our findings also indicated that a 1 unit increase in carnitine should be associated with a 1SD increase in systolic BP mmHg (beta: 0.055, SE: 0.075, = 0.039). This result was also confirmed by sensitivity analysis methods such as Maximum likelihood, MR-PRESSO, and Weighted median. No effects of betaine or choline on systolic or diastolic BP were observed in the present study.
Our study provides evidence of a causal relationship of TMAO and its precursors with BP, suggesting that mediating the generation of TMAO would be beneficial for lowering BP.
以往研究表明,氧化三甲胺(TMAO)及其前体,包括胆碱、甜菜碱和肉碱,与血压(BP)变化密切相关。然而,由于观察性研究中存在反向因果关系和混杂因素的限制,这种关系仍不明确。我们旨在通过孟德尔随机化(MR)方法评估TMAO及其前体与血压之间的因果关系。
在本研究中,采用两样本MR来揭示TMAO及其前体对血压的因果效应。TMAO及其前体的汇总数据来自全基因组关联研究(GWAS),其中包括来自弗雷明汉心脏研究的2076名欧洲参与者的人类代谢组汇总数据。血压的汇总水平数据从国际血压基因组全关联研究联盟中提取。本MR分析使用了逆方差加权(IVW)、MR埃格回归、最大似然法、加权中位数法和MR多效性残差和离群值检验(MR-PRESSO)。
共选择了160个与TMAO及其三种前体相关的独立单核苷酸多态性(SNP)位点,其中包括58个与TMAO相关、29个与胆碱相关、44个与甜菜碱相关和29个与肉碱相关的位点。MR结果表明,TMAO每增加1个单位,收缩压应增加1标准差mmHg(β:0.039,标准误,0.072,P = 0.020)。此外,我们的研究结果还表明,肉碱每增加1个单位,收缩压应增加1标准差mmHg(β:0.055,标准误:0.075,P = 0.039)。最大似然法、MR-PRESSO和加权中位数法等敏感性分析方法也证实了这一结果。在本研究中未观察到甜菜碱或胆碱对收缩压或舒张压有影响。
我们的研究提供了TMAO及其前体与血压之间因果关系的证据,表明介导TMAO的生成可能有助于降低血压。