The pharmacoepigenomics informatics pipeline defines a pathway of novel and known warfarin pharmacogenomics variants
Author(s) -
Ari Allyn-Feuer,
Alex Ade,
Jasmine A. Luzum,
Gerald A. Higgins,
Brian D. Athey
Publication year - 2018
Publication title -
pharmacogenomics
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.541
H-Index - 91
eISSN - 1744-8042
pISSN - 1462-2416
DOI - 10.2217/pgs-2017-0186
Subject(s) - pharmacogenomics , warfarin , informatics , computational biology , precision medicine , personalized medicine , bioinformatics , pipeline (software) , computer science , medicine , biology , genetics , engineering , electrical engineering , programming language , atrial fibrillation
Aim: ‘Pharmacoepigenomics’ methods informed by omics datasets and pre-existing knowledge have yielded discoveries in neuropsychiatric pharmacogenomics. Now we evaluate the generality of these methods by discovering an extended warfarin pharmacogenomics pathway. Materials & methods: We developed the pharmacoepigenomics informatics pipeline, a scalable multi-omics variant screening pipeline for pharmacogenomics, and conducted an experiment in the genomics of warfarin. Results: We discovered known and novel pharmacogenomics variants and genes, both coding and regulatory, for warfarin response, including adverse events. Such genes and variants cluster in a warfarin response pathway consolidating known and novel warfarin response variants and genes. Conclusion: These results can inform a new warfarin test. The pharmacoepigenomics informatics pipeline may be able to discover new pharmacogenomics markers in other drug-disease systems.
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