Massively parallel variant characterization identifies<i>NUDT15</i>alleles associated with thiopurine toxicity

Chase C. Suiter(St. Jude Children's Research Hospital), Takaya Moriyama(St. Jude Children's Research Hospital), Kenneth A. Matreyek(University of Washington), Wentao Yang(St. Jude Children's Research Hospital), Emma Rose Scaletti(Stockholm University), Rina Nishii(St. Jude Children's Research Hospital), Wenjian Yang(St. Jude Children's Research Hospital), Keito Hoshitsuki(St. Jude Children's Research Hospital), Minu Singh(Post Graduate Institute of Medical Education and Research), Amita Trehan(Post Graduate Institute of Medical Education and Research), Christopher R. Parish(St. Jude Children's Research Hospital), Colton Smith(St. Jude Children's Research Hospital), Lie Li(St. Jude Children's Research Hospital), Deepa Bhojwani(Children's Hospital of Los Angeles), Liz Y. P. Yuen, Chi Kong Li(Chinese University of Hong Kong), Chak-Ho Li(Chinese University of Hong Kong), Yung‐Li Yang(National Taiwan University Hospital), G Walker(University of Exeter), James Goodhand(University of Exeter), Nicholas A. Kennedy(University of Exeter), Federico Antillón‐Klussmann(Liga Nacional Contra el Cáncer), Smita Bhatia(University of Alabama at Birmingham), Mary V. Relling(St. Jude Children's Research Hospital), Motohiro Kato(National Center For Child Health and Development), Hiroki Hori(Mie University), Prateek Bhatia(Post Graduate Institute of Medical Education and Research), Tariq Ahmad(University of Exeter), Allen Eng Juh Yeoh(National University of Singapore), Pål Stenmark(Stockholm University), Douglas M. Fowler(Canadian Institute for Advanced Research), Jun J. Yang(St. Jude Children's Research Hospital)
Proceedings of the National Academy of Sciences
February 24, 2020
Cited by 139Open Access
Full Text

Abstract

Significance Pharmacogenetics is a prototype of genomics-guided precision medicine. While there is a rapid expansion of novel pharmacogenetic variants discovered by genome sequencing, the lack of variant interpretation in a scalable fashion is a formidable barrier in this field. NUDT15 polymorphism is a major genetic cause for hematopoietic toxicity during thiopurine therapy. Motivated by the need to understand NUDT15 variant effects for clinical actions, we developed a massively parallel assay to preemptively characterize 91.8% of all possible missense variants in NUDT15 . Our function-based variant classification accurately predicted thiopurine toxicity risk alleles in patients. These results vastly improved the ability to implement genotype-guided thiopurine therapy and illustrated the value and potential of a high-throughput variant effect screen in general.


Related Papers

No related papers found

Powered by citation graph analysis