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孟德尔随机化在识别癌症因果风险因素中的应用:前景与局限。

The use of Mendelian randomisation to identify causal cancer risk factors: promise and limitations.

机构信息

Cancer Research UK Edinburgh Centre, Institute of Genetics & Molecular Medicine, The University of Edinburgh, Edinburgh, UK.

出版信息

J Pathol. 2020 Apr;250(5):541-554. doi: 10.1002/path.5421.

Abstract

The use of observational analyses, such as classical epidemiological studies or randomised controlled trials (RCTs), to infer causality in cancer may be problematic due to both ethical reasons and technical issues, such as confounding variables and reverse causation. Mendelian randomisation (MR) is an epidemiological technique that uses genetic variants as proxies for exposures in an attempt to determine whether there is a causal link between an exposure and an outcome. Given that genetic variants are randomly assigned during meiosis according to Mendel's first and second laws of heritability, MR may be thought of as a 'natural' RCT and is therefore less vulnerable to the aforementioned problems. MR has the potential to help identify new, and validate or disprove previously implicated, modifiable risk factors in cancer, but it is not without limitations. This review provides a brief description of the history and principles of MR, as well as a guide to basic MR methodology. The bulk of the review then examines various limitations of MR in more detail, discussing some of the proposed solutions to these problems. The review ends with a brief section detailing the practical implementation of MR, with examples of its use in the study of cancer, and an assessment of its utility in identifying cancer predisposition traits. © 2020 The Authors. The Journal of Pathology published by John Wiley & Sons Ltd on behalf of Pathological Society of Great Britain and Ireland.

摘要

由于伦理原因和混杂变量、反向因果关系等技术问题,观察性分析(如经典流行病学研究或随机对照试验)可能难以用于推断癌症中的因果关系。孟德尔随机化(MR)是一种流行病学技术,它使用遗传变异作为暴露的替代物,试图确定暴露与结果之间是否存在因果关系。由于遗传变异是根据孟德尔第一和第二遗传定律在减数分裂过程中随机分配的,因此 MR 可以被认为是一种“自然”的 RCT,因此较少受到上述问题的影响。MR 有可能帮助确定新的、验证或反驳以前涉及的癌症可修改风险因素,但它并非没有局限性。这篇综述简要描述了 MR 的历史和原理,以及基本 MR 方法学的指南。然后,综述的大部分内容更详细地探讨了 MR 的各种局限性,讨论了一些解决这些问题的建议方案。最后一节简要介绍了 MR 的实际实施情况,包括其在癌症研究中的应用实例,并评估了其在识别癌症易感性特征方面的效用。© 2020 作者。《病理学杂志》由 John Wiley & Sons Ltd 代表英国和爱尔兰的病理学会出版。

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