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

Authors
Category Primary study
JournalZhonghua yu fang yi xue za zhi [Chinese journal of preventive medicine]
Year 2019
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.
Epistemonikos ID: 095591242ca56407cfd81747e95e54fe9dc6bcf9
First added on: Sep 20, 2023