Transfer learning enables prediction of CYP2D6 haplotype function.

Cytochrome P450 2D6 (CYP2D6) is a highly polymorphic gene whose protein product metabolizes more than 20% of clinically used drugs. Genetic variations in CYP2D6 are responsible for interindividual heterogeneity in drug response that can lead to drug toxicity and ineffective treatment, making CYP2D6...

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Bibliographic Details
Main Authors: Gregory McInnes, Rachel Dalton, Katrin Sangkuhl, Michelle Whirl-Carrillo, Seung-Been Lee, Philip S Tsao, Andrea Gaedigk, Russ B Altman, Erica L Woodahl
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2020-11-01
Series:PLoS Computational Biology
Online Access:https://doi.org/10.1371/journal.pcbi.1008399