Mendelian randomization as a tool for causal inference in human nutrition and metabolism

孟德尔随机化 因果推理 推论 随机化 医学 计算机科学 生物信息学 生物 临床试验 遗传学 计量经济学 人工智能 数学 基因 遗传变异 基因型
作者
Susanna C. Larsson
出处
期刊:Current Opinion in Lipidology [Lippincott Williams & Wilkins]
卷期号:32 (1): 1-8 被引量:52
标识
DOI:10.1097/mol.0000000000000721
摘要

Purpose of review The current review describes the fundamentals of the Mendelian randomization framework and its current application for causal inference in human nutrition and metabolism. Recent findings In the Mendelian randomization framework, genetic variants that are strongly associated with the potential risk factor are used as instrumental variables to determine whether the risk factor is a cause of the disease. Mendelian randomization studies are less susceptible to confounding and reverse causality compared with traditional observational studies. The Mendelian randomization study design has been increasingly used in recent years to appraise the causal associations of various nutritional factors, such as milk and alcohol intake, circulating levels of micronutrients and metabolites, and obesity with risk of different health outcomes. Mendelian randomization studies have confirmed some but challenged other nutrition-disease associations recognized by traditional observational studies. Yet, the causal role of many nutritional factors and intermediate metabolic changes for health and disease remains unresolved. Summary Mendelian randomization can be used as a tool to improve causal inference in observational studies assessing the role of nutritional factors and metabolites in health and disease. There is a need for more large-scale genome-wide association studies to identify more genetic variants for nutritional factors that can be utilized for Mendelian randomization analyses.
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