Liu Jingwen, Xu Mingyuan, Ni Bin, Zhang Zhaohua, Gao Xixi, Zhang Dingkai, Yang Liang, Ye Zhidong, Wen Jianyan, Liu Peng
Peking University China-Japan Friendship School of Clinical Medicine, 100029 Beijing, China.
Department of Cardiovascular Surgery, China-Japan Friendship Hospital, 100029 Beijing, China.
Rev Cardiovasc Med. 2024 Mar 5;25(3):89. doi: 10.31083/j.rcm2503089. eCollection 2024 Mar.
Identifying effective pharmacological interventions to prevent the progressive enlargement and rupture of aortic aneurysms (AAs) is critical. Previous studies have suggested links between metformin use and a decreased incidence of AAs. In this study, we employed Mendelian randomization (MR) to investigate causal effects of metformin's targets on AA risk and to explore the underlying mechanisms underlying these effects.
To examine the relationship between metformin use and AA risk, we implemented both two-sample MR and multivariable MR analyses. Utilizing genetic instrumental variables, we retrieved cis-expression quantitative trait loci (cis-eQTL) data for potential targets of metformin from the Expression Quantitative Trait Loci Genetics Consortium (eQTLGen) Consortium and Genotype-Tissue Expression (GTEx) project. Colocalization analysis was employed to ascertain the probability of shared causal genetic variants between single nucleotide polymorphisms (SNPs) associated with eQTLs and AA.
Our findings reveal that metformin use reduces AA risk, exhibiting a protective effect with an odds ratio (OR) of 4.88 (95% confidence interval [CI]: 7.30 -0.33, = 0.01). Furthermore, the protective effect of type 2 diabetes on AA risk appears to be driven by metformin use ( = 1.34 , 95% CI: 3.97 -0.45, = 0.03). Significant Mendelian randomization (MR) results were observed for the expression of two metformin-related genes in the bloodstream: () and (), across two independent datasets ( = 1.35, 95% CI: 1.20-1.51, = 2.41 ; = 1.12; 95% CI: 1.07-1.17, = 1.69 ). The MR analysis of tissue-specific expression also demonstrated a positive correlation between increased NDUFA6 expression and heightened AA risk. Lastly, NDUFA6 exhibited evidence of colocalization with AA.
Our study suggests that metformin may play a significant role in lowering the risk of AA. This protective effect could potentially be linked to the mitigation of mitochondrial and immune dysfunction. Overall, has emerged as a potential mechanism through which metformin intervention may confer AA protection.
确定有效的药物干预措施以预防主动脉瘤(AA)的渐进性扩大和破裂至关重要。先前的研究表明二甲双胍的使用与AA发病率降低之间存在关联。在本研究中,我们采用孟德尔随机化(MR)来研究二甲双胍靶点对AA风险的因果效应,并探索这些效应背后的潜在机制。
为了检验二甲双胍使用与AA风险之间的关系,我们进行了两样本MR和多变量MR分析。利用遗传工具变量,我们从表达定量性状位点遗传学联盟(eQTLGen)联盟和基因型-组织表达(GTEx)项目中检索了二甲双胍潜在靶点的顺式表达定量性状位点(cis-eQTL)数据。采用共定位分析来确定与eQTL相关的单核苷酸多态性(SNP)和AA之间共享因果遗传变异的概率。
我们的研究结果表明,使用二甲双胍可降低AA风险,显示出保护作用,优势比(OR)为4.88(95%置信区间[CI]:7.30 - 0.33,P = 0.01)。此外,2型糖尿病对AA风险的保护作用似乎是由二甲双胍的使用驱动的(P = 1.34,95% CI:3.97 - 0.45,P = 0.03)。在两个独立数据集中,观察到血液中两个与二甲双胍相关基因的表达有显著的孟德尔随机化(MR)结果:()和()(P = 1.35,95% CI:1.20 - 1.51,P = 2.41×10⁻¹²;P = 1.12;95% CI:1.07 - 1.17,P = 1.69×10⁻⁵)。组织特异性表达的MR分析也表明,增加的NDUFA6表达与升高的AA风险之间存在正相关。最后,NDUFA6显示出与AA共定位的证据。
我们的研究表明,二甲双胍可能在降低AA风险方面发挥重要作用。这种保护作用可能与减轻线粒体和免疫功能障碍有关。总体而言,已成为二甲双胍干预可能赋予AA保护作用的潜在机制。