Literature DB >> 35452844

Analytical Validation of a Computational Method for Pharmacogenetic Genotyping from Clinical Whole Exome Sequencing.

Reynold C Ly1, Tyler Shugg2, Ryan Ratcliff3, Wilberforce Osei4, Ty C Lynnes5, Victoria M Pratt5, Bryan P Schneider6, Milan Radovich6, Steven M Bray3, Benjamin A Salisbury3, Baiju Parikh7, S Cenk Sahinalp8, Ibrahim Numanagić9, Todd C Skaar10.   

Abstract

Germline whole exome sequencing from molecular tumor boards has the potential to be repurposed to support clinical pharmacogenomics. However, accurately calling pharmacogenomics-relevant genotypes from exome sequencing data remains challenging. Accordingly, this study assessed the analytical validity of the computational tool, Aldy, in calling pharmacogenomics-relevant genotypes from exome sequencing data for 13 major pharmacogenes. Germline DNA from whole blood was obtained for 164 subjects seen at an institutional molecular solid tumor board. All subjects had whole exome sequencing from Ashion Analytics and panel-based genotyping from an institutional pharmacogenomics laboratory. Aldy version 3.3 was operationalized on the LifeOmic Precision Health Cloud with copy number fixed to two copies per gene. Aldy results were compared with those from genotyping for 56 star allele-defining variants within CYP2B6, CYP2C8, CYP2C9, CYP2C19, CYP2D6, CYP3A4, CYP3A5, CYP4F2, DPYD, G6PD, NUDT15, SLCO1B1, and TPMT. Read depth was >100× for all variants except CYP3A4∗22. For 75 subjects in the validation cohort, all 3393 Aldy variant calls were concordant with genotyping. Aldy calls for 736 diplotypes containing alleles assessed by both platforms were also concordant. Aldy identified additional star alleles not covered by targeted genotyping for 139 diplotypes. Aldy accurately called variants and diplotypes for 13 major pharmacogenes, except for CYP2D6 variants involving copy number variations, thus allowing repurposing of whole exome sequencing to support clinical pharmacogenomics.
Copyright © 2022 Association for Molecular Pathology and American Society for Investigative Pathology. Published by Elsevier Inc. All rights reserved.

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Year:  2022        PMID: 35452844      PMCID: PMC9227988          DOI: 10.1016/j.jmoldx.2022.03.008

Source DB:  PubMed          Journal:  J Mol Diagn        ISSN: 1525-1578            Impact factor:   5.341


  31 in total

1.  CYP2D6, SULT1A1 and UGT2B17 copy number variation: quantitative detection by multiplex PCR.

Authors:  Andrea Gaedigk; Greyson P Twist; J Steven Leeder
Journal:  Pharmacogenomics       Date:  2011-11-23       Impact factor: 2.533

2.  Personalized genomic analyses for cancer mutation discovery and interpretation.

Authors:  Siân Jones; Valsamo Anagnostou; Karli Lytle; Sonya Parpart-Li; Monica Nesselbush; David R Riley; Manish Shukla; Bryan Chesnick; Maura Kadan; Eniko Papp; Kevin G Galens; Derek Murphy; Theresa Zhang; Lisa Kann; Mark Sausen; Samuel V Angiuoli; Luis A Diaz; Victor E Velculescu
Journal:  Sci Transl Med       Date:  2015-04-15       Impact factor: 17.956

3.  Pharmacogenomic potential in advanced cancer patients.

Authors:  Dan Nichols; Susanne Arnold; Heidi L Weiss; Jianrong Wu; Eric B Durbin; Rachel Miller; Jill Kolesar
Journal:  Am J Health Syst Pharm       Date:  2019-03-19       Impact factor: 2.637

4.  Next-generation sequencing for constitutional variants in the clinical laboratory, 2021 revision: a technical standard of the American College of Medical Genetics and Genomics (ACMG).

Authors:  Catherine Rehder; Lora J H Bean; David Bick; Elizabeth Chao; Wendy Chung; Soma Das; Julianne O'Daniel; Heidi Rehm; Vandana Shashi; Lisa M Vincent
Journal:  Genet Med       Date:  2021-04-29       Impact factor: 8.822

5.  Pharmacogene Variation Consortium: A Global Resource and Repository for Pharmacogene Variation.

Authors:  Andrea Gaedigk; Scott T Casey; Michelle Whirl-Carrillo; Neil A Miller; Teri E Klein
Journal:  Clin Pharmacol Ther       Date:  2021-06-29       Impact factor: 6.903

6.  Targeted Genotyping in Clinical Pharmacogenomics: What Is Missing?

Authors:  Jaime L Lopes; Kimberley Harris; Mary Beth Karow; Sandra E Peterson; Michelle L Kluge; Katrina E Kotzer; Guilherme S Lopes; Nicholas B Larson; Suzette J Bielinski; Steven E Scherer; Liewei Wang; Richard M Weinshilboum; John L Black; Ann M Moyer
Journal:  J Mol Diagn       Date:  2022-01-15       Impact factor: 5.341

7.  Cypiripi: exact genotyping of CYP2D6 using high-throughput sequencing data.

Authors:  Ibrahim Numanagić; Salem Malikić; Victoria M Pratt; Todd C Skaar; David A Flockhart; S Cenk Sahinalp
Journal:  Bioinformatics       Date:  2015-06-15       Impact factor: 6.937

8.  Pharmacogenomic findings from clinical whole exome sequencing of diagnostic odyssey patients.

Authors:  Margot A Cousin; Eric T Matey; Patrick R Blackburn; Nicole J Boczek; Tammy M McAllister; Teresa M Kruisselbrink; Dusica Babovic-Vuksanovic; Konstantinos N Lazaridis; Eric W Klee
Journal:  Mol Genet Genomic Med       Date:  2017-03-19       Impact factor: 2.183

9.  Cyrius: accurate CYP2D6 genotyping using whole-genome sequencing data.

Authors:  Xiao Chen; Fei Shen; Nina Gonzaludo; Alka Malhotra; Cande Rogert; Ryan J Taft; David R Bentley; Michael A Eberle
Journal:  Pharmacogenomics J       Date:  2021-01-18       Impact factor: 3.245

10.  Stargazer: a software tool for calling star alleles from next-generation sequencing data using CYP2D6 as a model.

Authors:  Seung-Been Lee; Marsha M Wheeler; Karynne Patterson; Sean McGee; Rachel Dalton; Erica L Woodahl; Andrea Gaedigk; Kenneth E Thummel; Deborah A Nickerson
Journal:  Genet Med       Date:  2018-06-06       Impact factor: 8.822

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