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Author Spotlight: A Pharmacodissection Approach to Uncover Mechanisms in Cardiovascular Disease Risk Populations
Published on: July 21, 2023
Genetic variation in anti-diabetic drug targets and risk of atrial fibrillation: a drug-target mendelian
Jia-Cheng Rong1,2,3, Xin-Yi Zheng4, Zhi-Chun Gu5,6,7
1Department of Cardiology, Punan Branch of Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200125, People's Republic of China.
Introduction:
Atrial fibrillation (AF) is a common cardiac arrhythmia with limited options for upstream prevention. While several anti-diabetic drugs have shown cardiovascular benefits, their potential role in modifying AF risk remains unclear.
Aim:
This study aimed to evaluate the causal relationship between genetically proxied antidiabetic drug targets and the risk of AF using a drug-target Mendelian randomization (MR) approach.
Method:
A two-sample MR analysis was conducted to investigate the association between genetic variants related to antidiabetic drug targets and AF. Thirty-eight FDA-approved glucose-lowering agents were identified, and their targets were extracted from the ChEMBL (Chemical Biology Database and Information System) database. Protein quantitative trait loci (pQTL) data from a large plasma proteome GWAS (Genome-Wide Association Study) were used to construct instrumental variables. Positive control testing was conducted to confirm that the selected drug targets were significantly associated with diabetes, using summary statistics from the UK Biobank, FinnGen, and other GWAS datasets. Causal effects on AF were evaluated using multiple independent GWAS cohorts for replication. MR methods included inverse-variance weighted (IVW), MR-Egger, and weighted median approaches with sensitivity analyses for pleiotropy and heterogeneity.
Results:
The alpha-glucosidase inhibitor miglitol was causally associated with a reduced risk of AF. Specifically, miglitol was shown to inhibit lactase (LCT), a protein whose elevated levels were associated with increased AF risk (IVW, OR = 1.013; 95%CI, 1.007-1.018; P = 2.37 × 10⁻5). This association was confirmed using MR-Egger and weighted median methods and validated across multiple datasets. Sensitivity analyses did not reveal evidence of pleiotropy or confounding factors, supporting the robustness of the findings.
Conclusion:
This study provides novel genetic evidence suggesting that miglitol may reduce AF risk through lactase inhibition. These findings highlight a potential opportunity for drug repurposing for cardiovascular prevention, particularly for clinical pharmacists managing patients with higher risks in cardiovascular outcomes meanwhile with type 2 diabetes. Further mechanistic and clinical studies are warranted to confirm these observations and explore their translational value in practice.
Insights
The alpha-glucosidase inhibitor miglitol may reduce atrial fibrillation (AF) risk by inhibiting lactase (LCT). This finding suggests potential drug repurposing for cardiovascular prevention in diabetic patients.
Area of Science:
- Cardiovascular Genetics
- Pharmacogenomics
- Metabolic Disease Research
Background:
- Atrial fibrillation (AF) is a prevalent arrhythmia with limited upstream prevention strategies.
- The cardiovascular benefits of anti-diabetic drugs are recognized, but their impact on AF risk is not fully understood.
Purpose of the Study:
- To investigate the causal relationship between genetically proxied antidiabetic drug targets and AF risk.
- Utilizing a drug-target Mendelian randomization (MR) approach to assess potential causal links.
Main Methods:
- A two-sample MR analysis was performed on 38 FDA-approved glucose-lowering agents and their targets.
- Genetic variants from plasma proteome GWAS (pQTL) served as instrumental variables.
- Validation included positive control testing for diabetes association and replication across multiple GWAS cohorts.
Main Results:
- The alpha-glucosidase inhibitor miglitol showed a significant causal association with reduced AF risk.
- Miglitol's mechanism involves inhibiting lactase (LCT), with elevated LCT levels linked to increased AF risk.
- Sensitivity analyses confirmed robustness and ruled out pleiotropy or confounding.
Conclusions:
- Novel genetic evidence suggests miglitol may lower AF risk via lactase inhibition.
- This highlights potential for drug repurposing in cardiovascular prevention for type 2 diabetes patients.
- Further research is needed to confirm findings and explore clinical applications.
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