Protocol to estimate the heritability of drug response with GxEMM and identify gene-drug interactions with TxEWAS

利用GxEMM评估药物反应遗传力并利用TxEWAS识别基因-药物相互作用的方案

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Abstract

Identifying factors that affect treatment response is a central objective of clinical research. Here, we present a protocol to study the genetic architecture of response to commonly prescribed drugs using gene-context interaction techniques. We describe steps for estimating the heritability of drug response with gene-environment interaction mixed model (GxEMM) and identifying gene-drug interactions with gene-environment interaction transcriptome-wide association study (TxEWAS). While the protocol describes application to drug treatments, this framework can be used to characterize the genetic basis of any covariate's effect. For complete details on the use and execution of this protocol, please refer to Sadowski et al.(1).

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