Protocol to estimate the heritability of drug response with GxEMM and identify gene-drug interactions with TxEWAS
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.<sup>1</sup>.
Authors
- Michał Sadowski (ORCID: https://orcid.org/0000-0002-5998-0432)
- Noah Zaitlen (ORCID: https://orcid.org/0000-0002-3553-3670)
- Andy Dahl
Institutions
- University of California, Los Angeles (US)
- University of Chicago (US)
Publication Details
- Journal
- STAR Protocols
- Published
- 2025-04-16
- DOI
- https://doi.org/10.1016/j.xpro.2025.103780
- Citations
- 1
- Primary Topic
- Genetic Associations and Epidemiology
- Type
- article
- Field-Weighted Citation Impact
- 1.82
Funders
- Chan Zuckerberg Initiative
- National Institutes of Health