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Published on: July 16, 2018
Metformin Therapeutic Targets for Aortic Aneurysms: A Mendelian Randomization and Colocalization Study
Jingwen Liu1,2, Mingyuan Xu1,2, Bin Ni1,2
1Peking University China-Japan Friendship School of Clinical Medicine, 100029 Beijing, China.
Background:
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.
Methods:
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.
Results:
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, p = 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, p = 0.03). Significant Mendelian randomization (MR) results were observed for the expression of two metformin-related genes in the bloodstream: NADH:ubiquinone oxidoreductase subunit A6 (NDUFA6) and cytochrome b5 type B (CYB5B), across two independent datasets ( = 1.35, 95% CI: 1.20-1.51, p = 2.41 ; = 1.12; 95% CI: 1.07-1.17, p = 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.
Conclusions:
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, NDUFA6 has emerged as a potential mechanism through which metformin intervention may confer AA protection.
Insights
Metformin use significantly reduces the risk of aortic aneurysms (AAs), potentially by mitigating mitochondrial dysfunction. The gene NADH:ubiquinone oxidoreductase subunit A6 (NDUFA6) appears to be a key mechanism underlying this protective effect.
Area of Science:
- Pharmacology and Genetics
- Cardiovascular Research
- Metabolic Disease Mechanisms
Background:
- Aortic aneurysms (AAs) pose a critical health risk, necessitating effective pharmacological interventions.
- Previous research suggests a potential link between metformin use and reduced AA incidence.
- Understanding the causal relationship and mechanisms is vital for developing preventative strategies.
Purpose of the Study:
- To investigate the causal effects of metformin targets on aortic aneurysm (AA) risk using Mendelian randomization (MR).
- To explore the underlying mechanisms through which metformin may influence AA development.
- To assess the role of specific genes, such as NDUFA6 and CYB5B, in this relationship.
Main Methods:
- Employed two-sample and multivariable Mendelian randomization (MR) analyses.
- Utilized cis-expression quantitative trait loci (cis-eQTL) data from eQTLGen and GTEx for metformin targets.
- Performed colocalization analysis to identify shared genetic variants between eQTLs and AA.
Main Results:
- Metformin use demonstrated a significant protective effect against aortic aneurysms (AAs) (OR = 4.88).
- Metformin use appears to mediate the protective effect of type 2 diabetes on AA risk.
- MR analysis identified significant associations for NDUFA6 and CYB5B gene expression with AA risk, with NDUFA6 showing colocalization with AA.
Conclusions:
- Metformin significantly lowers the risk of aortic aneurysms (AAs).
- The protective effect may involve the mitigation of mitochondrial and immune dysfunction.
- NDUFA6 is identified as a potential key mechanism mediating metformin's protective role in AA prevention.
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