Evidence map›Paper›PMID 30894703›Full record

ArticleGenetics in medicine : official journal of the American College of Medical Genetics2019

Multi-site investigation of strategies for the clinical implementation of CYP2D6 genotyping to guide drug prescribing.

Larisa H Cavallari, Sara L Van Driest, Cynthia A Prows, Jeffrey R Bishop, Nita A Limdi, Victoria M Pratt, Laura B Ramsey, D Max Smith, Sony Tuteja, Benjamin Q Duong and 18 more

Abstract read
In one paragraph

Article in Genetics in medicine : official journal of the American College of Medical Genetics, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 49 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
49citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

49 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Trial
  3. Trial
  4. Trial
  5. Article
  6. Article
  7. Article
  8. Review
  9. The Perioperative Use of Codeine and Tramadol in Pediatric Population.Translational perioperative and pain medicine · 2025
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  10. Article
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  12. Strategies for DPYD testing prior to fluoropyrimidine chemotherapy in the US.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2024
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  13. Decoding Pharmacogenomic Test Interpretation and Application to Patient Care.Journal of the American College of Clinical Pharmacy : JACCP · 2024
    Article
  14. Article
  15. Article
  16. Determination of the DuplicatedJournal of personalized medicine · 2023
    Article
  17. Association ofAnnals of translational medicine · 2022
    Article
  18. How to Implement a Pharmacogenetics Service at your Institution.Journal of the American College of Clinical Pharmacy : JACCP · 2022
    Article
  19. Review
  20. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

28 authors.

Larisa H CavallariDepartment of Pharmacotherapy and Translational Research and Center for Pharmacogenomics, University of Florida, Gainesville, FL, USA. lcavallari@cop.ufl.edu.
Sara L Van DriestDepartments of Pediatrics and Medicine, Vanderbilt University Medical Center, Nashville, TN, USA.
Cynthia A ProwsCincinnati Children's Hospital Medical Center, Cincinnati, OH, USA.
Jeffrey R BishopDepartment of Experimental and Clinical Pharmacology, University of Minnesota, Minneapolis, MN, USA.
Nita A LimdiDepartment of Neurology and Hugh Kaul Personalized Medicine Institute, School of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA.
Victoria M PrattDepartment of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, IN, USA.
Laura B RamseyCincinnati Children's Hospital Medical Center, Cincinnati, OH, USA.
D Max SmithDepartment of Pharmacotherapy and Translational Research and Center for Pharmacogenomics, University of Florida, Gainesville, FL, USA.
Sony TutejaPerelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
Benjamin Q DuongDepartment of Pharmacotherapy and Translational Research and Center for Pharmacogenomics, University of Florida, Gainesville, FL, USA.
J Kevin HicksDepartment of Individualized Cancer Management, Moffitt Cancer Center, Tampa, FL, USA.
James C LeeDepartment of Pharmacy Practice, University of Illinois at Chicago, Chicago, IL, USA.
Aniwaa Owusu ObengCharles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Amber L BeitelsheesDepartment of Medicine, University of Maryland, Baltimore, MD, USA.
Gillian C BellPersonalized Medicine Program, Mission Health, Asheville, NC, USA.
Kathryn BlakeCenter for Pharmacogenomics and Translational Research, Nemours Children's Specialty Care, Jacksonville, FL, USA.
Daniel J CronaDivision of Pharmacotherapy and Experimental Therapeutics and Center for Pharmacogenomics and Individualized Therapy, University of North Carolina, Chapel Hill, NC, USA.
Lynn DresslerPersonalized Medicine Program, Mission Health, Asheville, NC, USA.
Ryan A GreggOneOme, Minneapolis, MN, USA.
Lindsay J HinesDepartment of Psychology, University of North Dakota, Grand Forks, ND; Sanford Brain and Spine Center and Sanford Imagenetics, Fargo, ND, USA.
Stuart A ScottDepartment of Genetics and Genomics Sciences, Icahn School of Medicine at Mount Sinai, New York, NY and Sema4, a Mount Sinai venture, Stamford, CT, USA.
Richard C SheltonDepartment of Psychiatry, School of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA.
Kristin Wiisanen WeitzelDepartment of Pharmacotherapy and Translational Research and Center for Pharmacogenomics, University of Florida, Gainesville, FL, USA.
Julie A JohnsonDepartment of Pharmacotherapy and Translational Research and Center for Pharmacogenomics, University of Florida, Gainesville, FL, USA.
Josh F PetersonDepartments of Biomedical Informatics and Medicine, Vanderbilt University Medical Center, Nashville, TN, USA.
Philip E EmpeyDepartment of Pharmacy and Therapeutics, University of Pittsburgh, Pittsburgh, PA, USA.
Todd C SkaarDepartment of Medicine, Division of Clinical Pharmacology, Indiana University School of Medicine, Indianapolis, IN, USA.
IGNITE Network

Funding

Vanderbilt Institute for Clinical and Translational Research (VICTR) -Identifying correlates of functional immunity in SARS-CoV-2 convalescent plasmaUL1TR002243 · NCATS · VANDERBILT UNIVERSITY MEDICAL CENTER · PI Paul A. Harris, Wesley H Self · 2017 to 2026
$130.7M
University of Pittsburgh Clinical and Translational Science InstituteUL1TR001857 · NCATS · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI REIS, STEVEN E · 2016 to 2025
$129.3M
TRANSLATIONAL RESEARCHP30CA076292 · NCI · UNIVERSITY OF SOUTH FLORIDA · PI Christine O'Connell · 1998 to 2026
$93.5M
National Dissemination of I-Corps@NCATS: Accelerating Translation through CommercializationUL1TR003096 · NCATS · UNIVERSITY OF ALABAMA AT BIRMINGHAM · PI GUTIERREZ, ORLANDO M, KIMBERLY, ROBERT P. · 2019 to 2023
$43.6M
Using social networks to map and evaluate team science across CTSA hubsUL1TR001427 · NCATS · UNIVERSITY OF FLORIDA · PI MITCHELL, DUANE A. · 2015 to 2024
$37.2M
JH/CIDR Genotyping for Genome-Wide Association StudiesU01HG004438 · NHGRI · JOHNS HOPKINS UNIVERSITY · PI VALLE, DAVID · 2007 to 2011
$24.2M
Sparking Advancements in Genomic MedicineU01HG007269 · NHGRI · UNIVERSITY OF FLORIDA · PI CAVALLARI, LARISA HUMMA, JOHNSON, JULIE A. · 2013 to 2024
$17.0M
UF Clinical and Translational Science AwardUL1TR000064 · NCATS · UNIVERSITY OF FLORIDA · PI NELSON, DAVID R · 2012 to 2014
$12.2M
Predictors of hemorrhage among patients on direct acting oral anticoagulantsR01HL092173 · NHLBI · UNIVERSITY OF ALABAMA AT BIRMINGHAM · PI LIMDI, NITA A · 2008 to 2023
$10.4M
UAB Center for Clinical and Translational Science (CCTS) UL1UL1TR000165 · NCATS · UNIVERSITY OF ALABAMA AT BIRMINGHAM · PI KIMBERLY, ROBERT P. · 2012 to 2013
$9.6M
Implementing genomic medicine through pragmatic trials in diverse and underserved populations across Indiana.U01HG010245 · NHGRI · INDIANA UNIVERSITY INDIANAPOLIS · PI DEXTER, PAUL, SKAAR, TODD C. · 2018 to 2024
$9.4M
The Electronic Medical Records and Genomics (eMERGE) Network Phase III Coordinating Center (U01)U01HG008701 · NHGRI · VANDERBILT UNIVERSITY MEDICAL CENTER · PI PETERSON, JOSEPH F. · 2015 to 2019
$7.1M
NCATS NIH HHS UL1 TR000064NCATS NIH HHS UL1 TR000165NCATS NIH HHS UL1 TR001427NCATS NIH HHS UL1 TR001857NCATS NIH HHS UL1 TR002243NCATS NIH HHS UL1 TR003096NCI NIH HHS P30 CA076292NHGRI NIH HHS U01 HG004438NHGRI NIH HHS U01 HG006828NHGRI NIH HHS U01 HG007253NHGRI NIH HHS U01 HG007269NHGRI NIH HHS U01 HG007278NHGRI NIH HHS U01 HG007762NHGRI NIH HHS U01 HG007775NHGRI NIH HHS U01 HG008666NHGRI NIH HHS U01 HG008672NHGRI NIH HHS U01 HG008701NHGRI NIH HHS U01 HG010245NHLBI NIH HHS K24 HL133373NHLBI NIH HHS R01 HL092173NHLBI NIH HHS U01 HL122904NIGMS NIH HHS R35 GM131812
6 · The paper itself

Abstract

purposeA number of institutions have clinically implemented CYP2D6 genotyping to guide drug prescribing. We compared implementation strategies of early adopters of CYP2D6 testing, barriers faced by both early adopters and institutions in the process of implementing CYP2D6 testing, and approaches taken to overcome these barriers.

methodsWe surveyed eight early adopters of CYP2D6 genotyping and eight institutions in the process of adoption. Data were collected on testing approaches, return of results procedures, applications of genotype results, challenges faced, and lessons learned.

resultsAmong early adopters, CYP2D6 testing was most commonly ordered to assist with opioid and antidepressant prescribing. Key differences among programs included test ordering and genotyping approaches, result reporting, and clinical decision support. However, all sites tested for copy-number variation and nine common variants, and reported results in the medical record. Most sites provided automatic consultation and had designated personnel to assist with genotype-informed therapy recommendations. Primary challenges were related to stakeholder support, CYP2D6 gene complexity, phenotype assignment, and sustainability.

conclusionThere are specific challenges unique to CYP2D6 testing given the complexity of the gene and its relevance to multiple medications. Consensus lessons learned may guide those interested in pursuing similar clinical pharmacogenetic programs.

Indexed as

Cytochrome P-450 CYP2D6Decision Support Systems, ClinicalDrug PrescriptionsGenetic TestingGenotypeHumansPharmacogeneticsPharmacogenomic TestingPhenotypeCytochrome P-450 CYP2D6antidepressantsCYP2D6implementationopioidspharmacogenetics

Identifiers

PMID30894703
PMCPMC6754805

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.