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利用孟德尔随机化分析推断低密度脂蛋白胆固醇与高血压之间的因果关系。

Inference of a causal relation between low-density lipoprotein cholesterol and hypertension using mendelian randomization analysis.

作者信息

Go Tae-Hwa, Kwak Kyeong Im, Jang Ji-Yun, Yu Minheui, Kim Hye Sim, Kim Jang Young, Koh Sang Baek, Kang Dae Ryong

机构信息

Center of Biomedical Data Science, Yonsei University Wonju College of Medicine, Wonju, Republic of Korea.

Department of Biostatistics, Yonsei University Wonju College of Medicine, Wonju, Republic of Korea.

出版信息

Clin Hypertens. 2021 Feb 26;27(1):7. doi: 10.1186/s40885-021-00162-6.

Abstract

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) 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.

摘要

背景

一些研究表明,低密度脂蛋白胆固醇(LDL-C)水平越高,患心血管疾病的风险越大。然而,关于LDL-C与高血压之间因果关系的研究受限于其观察性研究设计,且缺乏LDL-C与高血压关联的遗传流行病学研究,针对韩国人的相关研究也较少。在本研究中,我们利用韩国芯片数据证实了LDL-C对高血压的因果效应。

方法

流行病学和基因型数据来自韩国国立卫生研究院开展的韩国基因组与流行病学研究,涵盖20701名受试者。从全球脂质遗传学联盟数据库中选择与LDL-C相关的单核苷酸多态性(p值<5×10),并对24个单核苷酸多态性的计数遗传风险评分和加权遗传风险评分(WGRSs)进行孟德尔随机化分析(MRA)。

结果

MRA的假设得到统计学证实,WGRSs与LDL-C显示出强关联。有趣的是,虽然在观察性研究中LDL-C与高血压之间的关系无统计学意义,但MRA研究表明,无论男性还是女性,高血压风险均随LDL-C升高而增加。

结论

本研究结果证实,LDL-C与高血压之间的关系受遗传信息的影响很大。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/be79/7913402/aef4a196b671/40885_2021_162_Fig1_HTML.jpg

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