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Updated: May 7, 2025

Quantification of Atherosclerosis in Mice
Published on: June 12, 2019
Causal relationship between apolipoprotein B and risk of atherosclerotic cardiovascular disease: a mendelian
Xiangyong Kong1, Yanchen Cai1, Yuwei Li1
1School of Health Science and Engineering, University of Shanghai for Science and Technology, Shanghai, 200093 China.
Insights
Apolipoprotein B (ApoB) has a causal link with coronary heart disease, large-artery, and small-vessel stroke. This finding supports ApoB as a key risk factor for atherosclerotic cardiovascular disease (ASCVD) and may improve its management.
Area of Science:
- Cardiovascular Genetics
- Epidemiology
- Biochemistry
Background:
- Atherosclerotic cardiovascular disease (ASCVD) poses a significant global health risk.
- Elevated low-density lipoprotein cholesterol (LDL-C) is a primary risk factor for ASCVD.
- Apolipoprotein B (ApoB) offers superior predictive value for ASCVD risk compared to LDL-C in optimal lipid scenarios.
Purpose of the Study:
- To investigate the causal relationship between apolipoprotein B (ApoB) and various atherosclerotic cardiovascular diseases (ASCVDs).
- To leverage genome-wide association study (GWAS) data and Mendelian randomization (MR) to assess genetic associations.
- To enhance understanding of ApoB's genetic impact on ASCVD risk.
Main Methods:
- Utilized a large-scale, European-based genome-wide association study (GWAS) dataset.
- Performed univariate two-sample Mendelian randomization (MR) analyses.
- Employed the inverse variance weighted (IVW) method, supplemented by MR-Egger, weighted model, and weighted median (WM) analyses.
Main Results:
- A significant causal relationship was identified between ApoB and coronary heart disease (CHD) (OR=1.710, P=0.010).
- Causal links were also found between ApoB and large-artery atherosclerotic stroke (ISL) (OR=1.430, P=2.714E-06) and small-vessel stroke (ISS) (OR=1.221, P=0.005).
- No significant causal association was observed between ApoB and ischemic stroke (IS) or myocardial infarction (MI).
Conclusions:
- The study confirms a causal role for ApoB in CHD, ISL, and ISS.
- These findings reinforce ApoB's significance in ASCVD pathogenesis.
- Understanding the genetic influence of ApoB can potentially improve ASCVD risk management and reduce disease prevalence.
Background:
Atherosclerotic cardiovascular disease (ASCVD) is a major threat to human life and health, and dyslipidemia with elevated low-density lipoprotein cholesterol (LDL-C) is an important risk factor, and in the optimal LDL-C scenario, apolipoprotein B (ApoB) has a more predictive value of ASCVD risk.
Methods:
The study is a genome-wide association study (GWAS) based on a European population. A large GWAS dataset for atherosclerotic cardiovascular diseases was targeted, including coronary heart disease (CHD), ischemic stroke (IS), large-artery atherosclerotic stroke (ISL), small-vessel stroke (ISS), and myocardial infarction (MI). Univariate two-sample mendelian randomization (MR) analyses of ApoB and the above cardiovascular diseases were performed separately, and the association was assessed mainly using the inverse variance weighted (IVW) method, with confidence intervals for the superiority ratios set at 95%. In addition, the experiment was supplemented using MR-Egger, weighted model and weighted median (WM).
Results:
Based on the results of univariate two-sample mendelian randomisation analysis, it was shown that there was a causal relationship between ApoB and CHD (OR = 1.710, 95% CI 1.529-1.912, P = 0.010), ISL (OR = 1.430, 95% CI 1.231-1.661, P = 2.714E-06), ISS (OR = 1.221, 95% CI 1.062-1.405, P = 0.005) were causally related to each other and the disease prevalence ratio was positively correlated with ApoB concentration.
Conclusion:
This MR analysis demonstrated a causal relationship between ApoB and CHD, ISL, ISS, but not with the risk of developing IS and MI, which further validated the relationship between ApoB and the risk of ASCVD, and contributed to a better understanding of the genetic impact of ApoB on ASCVD, and to a certain extent, could improve the management of ApoB and reduce the prevalence of ASCVD.
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