Usefulness of Mendelian Randomization in Observational Epidemiology

被引:62
|
作者
Bochud, Murielle [1 ]
Rousson, Valentin [1 ]
机构
[1] Univ Inst Social & Prevent Med, CH-1005 Lausanne, Switzerland
来源
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH | 2010年 / 7卷 / 03期
关键词
genetic epidemiology; causality; observational studies; instrumental variables; CORONARY-HEART-DISEASE; C-REACTIVE PROTEIN; HORMONE-BINDING GLOBULIN; STRUCTURAL MEAN MODELS; SERUM CONCENTRATIONS; CARDIOVASCULAR RISK; METABOLIC SYNDROME; CAUSAL INFERENCE; CONTROLLED TRIAL; YOUNG FINNS;
D O I
10.3390/ijerph7030711
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Mendelian randomization refers to the random allocation of alleles at the time of gamete formation. In observational epidemiology, this refers to the use of genetic variants to estimate a causal effect between a modifiable risk factor and an outcome of interest. In this review, we recall the principles of a. Mendelian randomization. approach in observational epidemiology, which is based on the technique of instrumental variables; we provide simulations and an example based on real data to demonstrate its implications; we present the results of a systematic search on original articles having used this approach; and we discuss some limitations of this approach in view of what has been found so far.
引用
收藏
页码:711 / 728
页数:18
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