Implementation of preemptive DNA sequence-based pharmacogenomics testing across a large academic medical center: The Mayo-Baylor RIGHT 10K Study.

Clinical translation Implementation Individualized medicine Pharmacogenomics Pre-emptive clinical DNA sequencing

Journal

Genetics in medicine : official journal of the American College of Medical Genetics
ISSN: 1530-0366
Titre abrégé: Genet Med
Pays: United States
ID NLM: 9815831

Informations de publication

Date de publication:
05 2022
Historique:
received: 23 12 2021
revised: 25 01 2022
accepted: 26 01 2022
pubmed: 26 3 2022
medline: 11 5 2022
entrez: 25 3 2022
Statut: ppublish

Résumé

The Mayo-Baylor RIGHT 10K Study enabled preemptive, sequence-based pharmacogenomics (PGx)-driven drug prescribing practices in routine clinical care within a large cohort. We also generated the tools and resources necessary for clinical PGx implementation and identified challenges that need to be overcome. Furthermore, we measured the frequency of both common genetic variation for which clinical guidelines already exist and rare variation that could be detected by DNA sequencing, rather than genotyping. Targeted oligonucleotide-capture sequencing of 77 pharmacogenes was performed using DNA from 10,077 consented Mayo Clinic Biobank volunteers. The resulting predicted drug response-related phenotypes for 13 genes, including CYP2D6 and HLA, affecting 21 drug-gene pairs, were deposited preemptively in the Mayo electronic health record. For the 13 pharmacogenes of interest, the genomes of 79% of participants carried clinically actionable variants in 3 or more genes, and DNA sequencing identified an average of 3.3 additional conservatively predicted deleterious variants that would not have been evident using genotyping. Implementation of preemptive rather than reactive and sequence-based rather than genotype-based PGx prescribing revealed nearly universal patient applicability and required integrated institution-wide resources to fully realize individualized drug therapy and to show more efficient use of health care resources.

Identifiants

pubmed: 35331649
pii: S1098-3600(22)00038-7
doi: 10.1016/j.gim.2022.01.022
pmc: PMC9272414
mid: NIHMS1811934
pii:
doi:

Substances chimiques

Cytochrome P-450 CYP2D6 EC 1.14.14.1

Types de publication

Journal Article Research Support, U.S. Gov't, Non-P.H.S. Research Support, N.I.H., Extramural Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

1062-1072

Subventions

Organisme : NIGMS NIH HHS
ID : U19 GM061388
Pays : United States
Organisme : NIA NIH HHS
ID : R01 AG034676
Pays : United States
Organisme : NIGMS NIH HHS
ID : R01 GM028157
Pays : United States
Organisme : NIA NIH HHS
ID : R33 AG058738
Pays : United States
Organisme : NHGRI NIH HHS
ID : U01 HG005137
Pays : United States
Organisme : NHGRI NIH HHS
ID : U01 HG006379
Pays : United States
Organisme : NIGMS NIH HHS
ID : R01 GM125633
Pays : United States

Informations de copyright

Copyright © 2022 American College of Medical Genetics and Genomics. Published by Elsevier Inc. All rights reserved.

Déclaration de conflit d'intérêts

Conflict of Interest Liewei Wang, John Logan Black III, and Richard M. Weinshilboum are cofounders of and stockholders in OneOme, LLC, which was used only to return results to the study participants. Additionally, John Logan Black III and Mayo Clinic Ventures have applied for a patent on the CNVAR software cited in this study as well as the methodology upon which the software is based. All other authors declare no conflicts of interest.

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Auteurs

Liewei Wang (L)

Center for Individualized Medicine, Mayo Clinic, Rochester, MN; Division of Clinical Pharmacology, Molecular Pharmacology and Experimental Therapeutics, Mayo Clinic, Rochester, MN.

Steven E Scherer (SE)

Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX; Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX.

Suzette J Bielinski (SJ)

Division of Epidemiology, Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN.

Donna M Muzny (DM)

Human Genome Sequencing Center Clinical Laboratory, Baylor College of Medicine, Houston, TX.

Leila A Jones (LA)

Center for Individualized Medicine, Mayo Clinic, Rochester, MN.

John Logan Black (JL)

Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN.

Ann M Moyer (AM)

Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN.

Jyothsna Giri (J)

Center for Individualized Medicine, Mayo Clinic, Rochester, MN.

Richard R Sharp (RR)

Biomedical Ethics Research Program, Mayo Clinic, Rochester, MN.

Eric T Matey (ET)

Department of Pharmacy, Mayo Clinic, Rochester, MN.

Jessica A Wright (JA)

Department of Pharmacy, Mayo Clinic, Rochester, MN.

Lance J Oyen (LJ)

Department of Pharmacy, Mayo Clinic, Rochester, MN.

Wayne T Nicholson (WT)

Department of Anesthesiology and Perioperative Medicine, Mayo Clinic, Rochester, MN.

Mathieu Wiepert (M)

Department of Information Technology, Mayo Clinic, Rochester, MN.

Terri Sullard (T)

Center for Individualized Medicine, Mayo Clinic, Rochester, MN.

Timothy B Curry (TB)

Center for Individualized Medicine, Mayo Clinic, Rochester, MN; Department of Anesthesiology and Perioperative Medicine, Mayo Clinic, Rochester, MN.

Carolyn R Rohrer Vitek (CR)

Center for Individualized Medicine, Mayo Clinic, Rochester, MN.

Tammy M McAllister (TM)

Center for Individualized Medicine, Mayo Clinic, Rochester, MN.

Jennifer L St Sauver (JL)

Division of Epidemiology, Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN; Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, MN.

Pedro J Caraballo (PJ)

Division of General Internal Medicine, Department of Internal Medicine, Mayo Clinic, Rochester, MN.

Konstantinos N Lazaridis (KN)

Center for Individualized Medicine, Mayo Clinic, Rochester, MN; Division of Gastroenterology and Hepatology, Department of Internal Medicine, Mayo Clinic, Rochester, MN.

Eric Venner (E)

Human Genome Sequencing Center Clinical Laboratory, Baylor College of Medicine, Houston, TX.

Xiang Qin (X)

Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX.

Jianhong Hu (J)

Human Genome Sequencing Center Clinical Laboratory, Baylor College of Medicine, Houston, TX.

Christie L Kovar (CL)

Human Genome Sequencing Center Clinical Laboratory, Baylor College of Medicine, Houston, TX.

Viktoriya Korchina (V)

Human Genome Sequencing Center Clinical Laboratory, Baylor College of Medicine, Houston, TX.

Kimberly Walker (K)

Human Genome Sequencing Center Clinical Laboratory, Baylor College of Medicine, Houston, TX.

HarshaVardhan Doddapaneni (H)

Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX.

Tsung-Jung Wu (TJ)

Human Genome Sequencing Center Clinical Laboratory, Baylor College of Medicine, Houston, TX.

Ritika Raj (R)

Human Genome Sequencing Center Clinical Laboratory, Baylor College of Medicine, Houston, TX.

Shawn Denson (S)

Human Genome Sequencing Center Clinical Laboratory, Baylor College of Medicine, Houston, TX.

Wen Liu (W)

Human Genome Sequencing Center Clinical Laboratory, Baylor College of Medicine, Houston, TX.

Gauthami Chandanavelli (G)

Human Genome Sequencing Center Clinical Laboratory, Baylor College of Medicine, Houston, TX.

Lan Zhang (L)

Human Genome Sequencing Center Clinical Laboratory, Baylor College of Medicine, Houston, TX.

Qiaoyan Wang (Q)

Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX.

Divya Kalra (D)

Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX.

Mary Beth Karow (MB)

Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN.

Kimberley J Harris (KJ)

Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN.

Hugues Sicotte (H)

Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN.

Sandra E Peterson (SE)

Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN.

Amy E Barthel (AE)

Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN.

Brenda E Moore (BE)

Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN.

Jennifer M Skierka (JM)

Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN.

Michelle L Kluge (ML)

Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN.

Katrina E Kotzer (KE)

Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN.

Karen Kloke (K)

Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN.

Jessica M Vander Pol (JM)

Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN.

Heather Marker (H)

Center for Individualized Medicine, Mayo Clinic, Rochester, MN.

Joseph A Sutton (JA)

Department of Information Technology, Mayo Clinic, Rochester, MN.

Adrijana Kekic (A)

Department of Pharmacy, Mayo Clinic, Phoenix, AZ.

Ashley Ebenhoh (A)

Department of Pharmacy, Mayo Clinic, Rochester, MN.

Dennis M Bierle (DM)

Division of General Internal Medicine, Department of Internal Medicine, Mayo Clinic, Rochester, MN.

Michael J Schuh (MJ)

Department of Pharmacy, Mayo Clinic, Jacksonville, FL.

Christopher Grilli (C)

Department of Pharmacy, Mayo Clinic, Phoenix, AZ.

Sara Erickson (S)

Supply Chain Management, Mayo Clinic, Rochester, MN.

Audrey Umbreit (A)

Department of Pharmacy, Mayo Clinic Health System, Mankato, MN.

Leah Ward (L)

Department of Pharmacy, Mayo Clinic, Jacksonville, FL.

Sheena Crosby (S)

Department of Pharmacy, Mayo Clinic, Jacksonville, FL.

Eric A Nelson (EA)

Department of Pharmacy, Mayo Clinic, Phoenix, AZ.

Sharon Levey (S)

Department of Clinical Genomics, Mayo Clinic, Scottsdale, AZ.

Michelle Elliott (M)

Division of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, MN.

Steve G Peters (SG)

Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Mayo Clinic, Rochester, MN.

Naveen Pereira (N)

Department of Cardiovascular Medicine, Mayo Clinic, Rochester, MN.

Mark Frye (M)

Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN.

Fadi Shamoun (F)

Department of Cardiovascular Medicine, Mayo Clinic, Phoenix, AZ.

Matthew P Goetz (MP)

Division of Medical Oncology, Department of Oncology, Mayo Clinic, Rochester, MN.

Iftikhar J Kullo (IJ)

Department of Cardiovascular Medicine, Mayo Clinic, Rochester, MN.

Robert Wermers (R)

Division of Endocrinology, Diabetes, Metabolism, and Nutrition, Department of Internal Medicine, Mayo Clinic, Rochester, MN.

Jan A Anderson (JA)

Department of Pharmacy, Mayo Clinic, Rochester, MN.

Christine M Formea (CM)

Department of Pharmacy, Mayo Clinic, Rochester, MN.

Razan M El Melik (RM)

Department of Pharmacy, Mayo Clinic, Rochester, MN.

John D Zeuli (JD)

Department of Pharmacy, Mayo Clinic, Rochester, MN.

Joseph R Herges (JR)

Department of Pharmacy, Mayo Clinic, Rochester, MN.

Carrie A Krieger (CA)

Department of Pharmacy, Mayo Clinic, Rochester, MN.

Robert W Hoel (RW)

Department of Pharmacy, Mayo Clinic, Rochester, MN.

Jodi L Taraba (JL)

Department of Pharmacy, Mayo Clinic, Rochester, MN.

Scott R St Thomas (SR)

Center for Individualized Medicine, Mayo Clinic, Rochester, MN.

Imad Absah (I)

Division of Pediatric Gastroenterology and Hepatology, Department of Pediatric and Adolescent Medicine, Mayo Clinic, Rochester, MN.

Matthew E Bernard (ME)

Department of Family Medicine, Mayo Clinic, Rochester, MN.

Stephanie R Fink (SR)

Division of Community Internal Medicine, Department of Internal Medicine, Mayo Clinic, Rochester, MN.

Andrea Gossard (A)

Division of Gastroenterology and Hepatology, Department of Internal Medicine, Mayo Clinic, Rochester, MN.

Pamela L Grubbs (PL)

Department of Nursing, Mayo Clinic, Rochester, MN.

Therese M Jacobson (TM)

Department of Nursing, Mayo Clinic, Rochester, MN.

Paul Takahashi (P)

Division of Community Internal Medicine, Department of Internal Medicine, Mayo Clinic, Rochester, MN.

Sharon C Zehe (SC)

Legal Department, Mayo Clinic, Rochester, MN.

Susan Buckles (S)

Department of Public Affairs, Mayo Clinic, Rochester, MN.

Michelle Bumgardner (M)

Department of Nursing, Mayo Clinic, Rochester, MN.

Colette Gallagher (C)

Department of Public Affairs, Mayo Clinic, Rochester, MN.

Kelliann Fee-Schroeder (K)

Center for Individualized Medicine, Mayo Clinic, Rochester, MN.

Nichole R Nicholas (NR)

Center for Individualized Medicine, Mayo Clinic, Rochester, MN.

Melody L Powers (ML)

Biospecimens Accessioning and Processing Laboratory, Mayo Clinic, Rochester, MN.

Ahmed K Ragab (AK)

Center for Individualized Medicine, Mayo Clinic, Rochester, MN.

Darcy M Richardson (DM)

Center for Individualized Medicine, Mayo Clinic, Rochester, MN.

Anthony Stai (A)

Department of Information Technology, Mayo Clinic, Rochester, MN.

Jaymi Wilson (J)

Center for Individualized Medicine, Mayo Clinic, Rochester, MN.

Joel E Pacyna (JE)

Biomedical Ethics Research Program, Mayo Clinic, Rochester, MN.

Janet E Olson (JE)

Division of Epidemiology, Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN; Biomedical Ethics Research Program, Mayo Clinic, Rochester, MN.

Erica J Sutton (EJ)

Biomedical Ethics Research Program, Mayo Clinic, Rochester, MN.

Annika T Beck (AT)

Biomedical Ethics Research Program, Mayo Clinic, Rochester, MN.

Caroline Horrow (C)

Biomedical Ethics Research Program, Mayo Clinic, Rochester, MN.

Krishna R Kalari (KR)

Division of Clinical Trials and Biostatistics, Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN.

Nicholas B Larson (NB)

Division of Clinical Trials and Biostatistics, Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN.

Hongfang Liu (H)

Department of Artificial Intelligence and Informatics, Mayo Clinic, Rochester, MN.

Liwei Wang (L)

Department of Artificial Intelligence and Informatics, Mayo Clinic, Rochester, MN.

Guilherme S Lopes (GS)

Division of Epidemiology, Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN; Division of Clinical Trials and Biostatistics, Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN.

Bijan J Borah (BJ)

Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, MN; Division of Health Care Policy and Research, Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN.

Robert R Freimuth (RR)

Department of Artificial Intelligence and Informatics, Mayo Clinic, Rochester, MN.

Ye Zhu (Y)

Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, MN.

Debra J Jacobson (DJ)

Division of Clinical Trials and Biostatistics, Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN.

Matthew A Hathcock (MA)

Division of Clinical Trials and Biostatistics, Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN.

Sebastian M Armasu (SM)

Division of Clinical Trials and Biostatistics, Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN.

Michaela E McGree (ME)

Division of Clinical Trials and Biostatistics, Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN.

Ruoxiang Jiang (R)

Division of Clinical Trials and Biostatistics, Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN.

Tyler H Koep (TH)

OneOme, LLC, Minneapolis, MN.

Jason L Ross (JL)

OneOme, LLC, Minneapolis, MN.

Matthew G Hilden (MG)

OneOme, LLC, Minneapolis, MN.

Kathleen Bosse (K)

OneOme, LLC, Minneapolis, MN.

Bronwyn Ramey (B)

OneOme, LLC, Minneapolis, MN.

Isabelle Searcy (I)

OneOme, LLC, Minneapolis, MN.

Eric Boerwinkle (E)

Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX; Human Genome Sequencing Center Clinical Laboratory, Baylor College of Medicine, Houston, TX; School of Public Health, University of Texas Health Science Center at Houston (UTHealth), Houston, TX.

Richard A Gibbs (RA)

Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX; Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX. Electronic address: agibbs@bcm.edu.

Richard M Weinshilboum (RM)

Center for Individualized Medicine, Mayo Clinic, Rochester, MN; Division of Clinical Pharmacology, Molecular Pharmacology and Experimental Therapeutics, Mayo Clinic, Rochester, MN. Electronic address: weinshilboum.richard@mayo.edu.

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Classifications MeSH