基因-基因相互作用分析

Brian S. Cole, Molly A. Hall, Ryan J. Urbanowicz, Diane Gilbert-Diamond, Jason H. Moore
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引用次数: 29

摘要

本单元的目标是介绍上位性,或基因-基因相互作用,作为复杂性状遗传结构的重要贡献者,包括疾病易感性。本单元从上位性概念的历史概述和潜在基因-基因相互作用识别中固有的挑战开始。然后,它回顾了在数量和分类性状的遗传研究背景下发现上位性的统计和机器学习方法。本单元以讨论元分析、复制和其他正在进行的研究主题结束。©2017 by John Wiley &儿子,Inc。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Analysis of Gene-Gene Interactions

The goal of this unit is to introduce epistasis, or gene-gene interactions, as a significant contributor to the genetic architecture of complex traits, including disease susceptibility. This unit begins with an historical overview of the concept of epistasis and the challenges inherent in the identification of potential gene-gene interactions. Then, it reviews statistical and machine learning methods for discovering epistasis in the context of genetic studies of quantitative and categorical traits. This unit concludes with a discussion of meta-analysis, replication, and other topics of active research. © 2017 by John Wiley & Sons, Inc.

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来源期刊
Current Protocols in Human Genetics
Current Protocols in Human Genetics Biochemistry, Genetics and Molecular Biology-Genetics
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期刊介绍: Current Protocols in Human Genetics is the resource for designing and running successful research projects in all branches of human genetics.
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