Effects of genetically proxied lipid-lowering drugs on acute myocardial infarction: a drug-target mendelian randomization study
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Differential Effects of Lipid-lowering Drugs in Modulating Morphology of Cholesterol Particles
Published on: November 10, 2017
Wendi Xiao1, Yueying Li1, Zhenhuang Zhuang1
1Department of Epidemiology and Biostatistics, School of Public Health, Peking University, 38 Xueyuan Road, Beijing, 100191, China.
Insights
High low-density-lipoprotein (LDL) cholesterol increases coronary artery disease risk. Mendelian randomization suggests LDL-C lowering drugs like ezetimibe and evolocumab may reduce acute myocardial infarction (AMI) risk.
Area of Science:
- Cardiovascular Genetics
- Pharmacogenomics
- Epidemiology
Background:
- Elevated low-density-lipoprotein (LDL) cholesterol is a known risk factor for coronary artery disease (CAD), including acute myocardial infarction (AMI).
- The causal relationship between lipid-lowering drug treatments and reduced AMI risk remains incompletely understood.
- Mendelian randomization (MR) offers a method to investigate genetic predispositions influencing lipid levels and their impact on disease outcomes.
Purpose of the Study:
- To evaluate the influence of genetic variations affecting lipid-lowering drug targets on the risk of acute myocardial infarction (AMI).
- To determine the causal effect of genetically predicted lipid levels (LDL cholesterol, HDL cholesterol, triglycerides) on AMI risk.
- To assess the potential AMI risk reduction associated with specific lipid-lowering drug mechanisms.
Main Methods:
- Utilized single-nucleotide polymorphisms (SNPs) associated with lipid levels as instrumental variables, sourced from the Global Lipids Genetics Consortium (GLGC).
- Employed two-sample Mendelian randomization analysis using genome-wide association study (GWAS) data for AMI from UK Biobank (n=3,927).
- Investigated drug target Mendelian randomization by selecting genetic variants near genes targeted by lipid-lowering medications to mimic drug effects on AMI.
Main Results:
- Genetically predicted higher LDL cholesterol and triglycerides were associated with increased AMI risk, while higher HDL cholesterol showed a decreased risk in univariable MR.
- LDL cholesterol maintained a significant association with AMI risk in multivariable MR, whereas HDL cholesterol and triglyceride associations attenuated.
- Genetic variants mimicking PCSK9 (evolocumab target) and NPC1L1 (ezetimibe target) inhibition showed reduced AMI risk; HMGCR (statin target) variants had a marginal association.
- LDL-C-associated SNPs outside drug target regions also demonstrated a causal effect on AMI risk.
Conclusions:
- Genetically predicted LDL cholesterol appears to be a primary factor in the development of AMI.
- Drug-based Mendelian randomization suggests ezetimibe and evolocumab may decrease AMI risk through LDL-C reduction.
- Identified potential non-drug-related lipid-lowering pathways causally linked to AMI risk.
Objective:
High low-density-lipoprotein (LDL) cholesterol has been associated with an increased risk of coronary artery diseases (CAD) including acute myocardial infarction (AMI). However, whether lipids lowering drug treatment is causally associated with decreased risk of AMI remains largely unknown. We used Mendelian randomization (MR) to evaluate the influence of genetic variation affecting the function of lipid-lowering drug targets on AMI.
Methods:
Single-nucleotide polymorphisms (SNPs) associated with lipids as instruments were extracted from the Global Lipids Genetics Consortium (GLGC). The genome-wide association study (GWAS) data for AMI were obtained from UK Biobank. Two sample MR analysis was used to study the associations between high-density lipoprotein (HDL) cholesterol, low-density lipoprotein (LDL) cholesterol, and triglycerides (TG) with AMI (n = 3,927). Genetic variants associated with LDL cholesterol at or near drug target gene were used to mimic drug effects on the AMI events in drug target MR.
Results:
Genetically predicted higher LDL-C (per one SD increase in LDL-C of 38.67 mg/dL, OR 1.006, 95% CI 1.004-1.007) and TG (per one SD increase in TG of 90.72 mg/dL, 1.004, 1.002-1.006) was associated with increased risk of AMI, but decreased risk for higher HDL-C (per one SD increase in HDL-C of 15.51 mg/dL, 0.997, 0.995-0.999) in univariable MR. Association remained significant for LDL-C, but attenuated toward the null for HDL-C and TG in multivariable MR. Genetically proxied lower LDL-C with genetic variants at or near the PCSK9 region (drug target of evolocumab) and NPC1L1 (drug target of ezetimibe) were associated with decreased risk of AMI (0.997, 0.994-0.999 and 0.986, 0.975-0.998, respectively), whereas genetic variants at HMGCR region (drug target of statin) showed marginal association with AMI (0.995, 0.990-1.000). After excluding drug target-related SNPs, LDL-C related SNPs outside the drug target region remained a causal effect on AMI (0.994, 0.993-0.996).
Conclusions:
The findings suggest that genetically predicted LDL-C may play a predominant role in the development of AMI. The drug MR results imply that ezetimibe and evolocumab may decrease the risk of AMI due to their LDL-C lowering effect, and there are other non-drug related lipid lowering pathways that may be causally linked to AMI.
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