Related Experiment Video
Updated: Nov 16, 2025

Differential Effects of Lipid-lowering Drugs in Modulating Morphology of Cholesterol Particles
Published on: November 10, 2017
Inference of a causal relation between low-density lipoprotein cholesterol and hypertension using mendelian
Tae-Hwa Go1,2, Kyeong Im Kwak3, Ji-Yun Jang1,2
1Center of Biomedical Data Science, Yonsei University Wonju College of Medicine, Wonju, Republic of Korea.
Background:
It is known in some studies that higher the LDL-C, the greater the risk of developing cardiovascular disease. However, studies of the causal effects between LDL-C and hypertension are limited by their observational study design, and genetic epidemiology studies of associations between LDL-C and hypertension are lacking, as are studies using data for Koreans. In this study, we confirmed the causal effect of LDL-C on hypertension using Korean chip data.
Method:
The epidemiology and genotype data were collected from the Korean Genome and Epidemiology Study conducted by the Korea National Institute of Health and covered 20,701 subjects. Single-nucleotide polymorphisms associated with LDL-C were selected (p-value < 5 × 10- 8) from the Global Lipids Genetics Consortium database, and Mendelian randomization analysis (MRA) was performed with counted genetic risk scores and weighted genetic risk scores (WGRSs) for 24 single-nucleotide polymorphisms.
Result:
The assumptions for MRA were statistically confirmed, and WGRSs showed a strong association with LDL-C. Interestingly, while the relationship between LDL-C and hypertension was not statistically significant in the observational study, MRA study demonstrated that the risk of hypertension increased as LDL-C increased in both men and women.
Conclusions:
The results of this study confirmed that the relationship between LDL-C and hypertension is greatly influenced by genetic information.
More Related Videos
Related Concept Videos
Causality in Epidemiology
Atherosclerosis III: Management
Hypertension II: Pathophysiology
Hypertension and Regulation of Blood Pressure
Cholesterol: Significance and Regulation
Considering cholesterol and...
Coronary Artery Disease IV: Preventive Measures

