Literature DB >> 31177761

[Application of mendelian randomization methods in causal inference of observational study].

L J Lin1, Y Y Wei, R Y Zhang, F Chen.   

Abstract

Mendelian randomization (MR) approach follows the Mendel's law of inheritance, which is called "Parental alleles randomly assigned to the offspring", and refers to use genetic variants as an instrumental variable to develop causal inference between the exposure factor and the outcome from observational study. In recent years, with the rapid development of genome-wide association study (GWAS) and various omics data,the disclosure of a large number of aggregated data provides an opportunity for the wide application of MR approach in causal inference. We introduce three methods widely used in MR and then apply them to explore causal relationship between blood metabolites and depressive. The advantages and disadvantages of three methods in causal inference are compared in order to provide reference for the application of MR in observational studies.

Entities:  

Keywords:  Causal inference; Genetic variation; Mendelian randomization analysis; Methods

Mesh:

Year:  2019        PMID: 31177761     DOI: 10.3760/cma.j.issn.0253-9624.2019.06.015

Source DB:  PubMed          Journal:  Zhonghua Yu Fang Yi Xue Za Zhi        ISSN: 0253-9624


  1 in total

1.  Effects of PPM1K rs1440581 and rs7678928 on serum branched-chain amino acid levels and risk of cardiovascular disease.

Authors:  Wen Hu; Ziyu Liu; Weinan Yu; Surong Wen; Xiaoqing Wang; Xing Qi; Hairong Hao; Yanwen Lu; Jing Li; Shayan Li; Hongwen Zhou
Journal:  Ann Med       Date:  2021-12       Impact factor: 4.709

  1 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.