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

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 LD...

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Autores principales: Go, Tae-Hwa, Kwak, Kyeong Im, Jang, Ji-Yun, Yu, Minheui, Kim, Hye Sim, Kim, Jang Young, Koh, Sang Baek, Kang, Dae Ryong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7913402/
https://www.ncbi.nlm.nih.gov/pubmed/33637130
http://dx.doi.org/10.1186/s40885-021-00162-6
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author Go, Tae-Hwa
Kwak, Kyeong Im
Jang, Ji-Yun
Yu, Minheui
Kim, Hye Sim
Kim, Jang Young
Koh, Sang Baek
Kang, Dae Ryong
author_facet Go, Tae-Hwa
Kwak, Kyeong Im
Jang, Ji-Yun
Yu, Minheui
Kim, Hye Sim
Kim, Jang Young
Koh, Sang Baek
Kang, Dae Ryong
author_sort Go, Tae-Hwa
collection PubMed
description 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. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40885-021-00162-6.
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spelling pubmed-79134022021-03-02 Inference of a causal relation between low-density lipoprotein cholesterol and hypertension using mendelian randomization analysis Go, Tae-Hwa Kwak, Kyeong Im Jang, Ji-Yun Yu, Minheui Kim, Hye Sim Kim, Jang Young Koh, Sang Baek Kang, Dae Ryong Clin Hypertens Research 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. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40885-021-00162-6. BioMed Central 2021-02-26 /pmc/articles/PMC7913402/ /pubmed/33637130 http://dx.doi.org/10.1186/s40885-021-00162-6 Text en © The Author(s) 2021 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Go, Tae-Hwa
Kwak, Kyeong Im
Jang, Ji-Yun
Yu, Minheui
Kim, Hye Sim
Kim, Jang Young
Koh, Sang Baek
Kang, Dae Ryong
Inference of a causal relation between low-density lipoprotein cholesterol and hypertension using mendelian randomization analysis
title Inference of a causal relation between low-density lipoprotein cholesterol and hypertension using mendelian randomization analysis
title_full Inference of a causal relation between low-density lipoprotein cholesterol and hypertension using mendelian randomization analysis
title_fullStr Inference of a causal relation between low-density lipoprotein cholesterol and hypertension using mendelian randomization analysis
title_full_unstemmed Inference of a causal relation between low-density lipoprotein cholesterol and hypertension using mendelian randomization analysis
title_short Inference of a causal relation between low-density lipoprotein cholesterol and hypertension using mendelian randomization analysis
title_sort inference of a causal relation between low-density lipoprotein cholesterol and hypertension using mendelian randomization analysis
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7913402/
https://www.ncbi.nlm.nih.gov/pubmed/33637130
http://dx.doi.org/10.1186/s40885-021-00162-6
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