Evidence map›Paper›PMID 34282303›Full record

ArticleGenetics in medicine : official journal of the American College of Medical Genetics2021

Multisite investigation of strategies for the clinical implementation of pre-emptive pharmacogenetic testing.

Julio D Duarte, Rachel Dalton, Amanda L Elchynski, D Max Smith, Emily J Cicali, James C Lee, Benjamin Q Duong, Natasha J Petry, Christina L Aquilante, Amber L Beitelshees and 12 more

Abstract read
In one paragraph

Article in Genetics in medicine : official journal of the American College of Medical Genetics, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 41 papers.

0numbers the graph read from it
0cells of the map it votes in
41citing papers in PubMed
–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

41 citing papers in PubMed.

  1. Trial
  2. Review
  3. Article
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  5. Review
  6. Article
  7. Review
  8. Article
  9. Article
  10. Review
  11. Pharmacogenetics: Opportunities for theAnnual review of pharmacology and toxicology · 2025
    Review
  12. Article
  13. Article
  14. Article
  15. Review
  16. Implementation of clopidogrel pharmacogenetic clinical decision support for a preemptive return of results program.American journal of health-system pharmacy : AJHP : official journal of the American Society of Health-System Pharmacists · 2024
    Article
  17. Decoding Pharmacogenomic Test Interpretation and Application to Patient Care.Journal of the American College of Clinical Pharmacy : JACCP · 2024
    Article
  18. Observational
  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

22 authors.

Julio D DuarteDepartment of Pharmacotherapy and Translational Research and Center for Pharmacogenomics and Precision Medicine, University of Florida College of Pharmacy, Gainesville, FL, USA. juliod@cop.ufl.edu.ORCID 0000-0001-9766-4038
Rachel DaltonDepartment of Pharmacotherapy and Translational Research and Center for Pharmacogenomics and Precision Medicine, University of Florida College of Pharmacy, Gainesville, FL, USA.
Amanda L ElchynskiDepartment of Pharmacotherapy and Translational Research and Center for Pharmacogenomics and Precision Medicine, University of Florida College of Pharmacy, Gainesville, FL, USA.
D Max SmithMedStar Health, Columbia, MD, USA.
Emily J CicaliDepartment of Pharmacotherapy and Translational Research and Center for Pharmacogenomics and Precision Medicine, University of Florida College of Pharmacy, Gainesville, FL, USA.
James C LeeDepartment of Pharmacy Practice, University of Illinois at Chicago, Chicago, IL, USA.
Benjamin Q DuongPrecision Medicine, Nemours Children's Health, Wilmington, DE, USA.
Natasha J PetrySanford Health Imagenetics, Sioux Falls, SD, USA.
Christina L AquilanteColorado Center for Personalized Medicine and Department of Pharmaceutical Sciences, University of Colorado Schools of Medicine and Pharmacy, Aurora, CO, USA.
Amber L BeitelsheesDepartment of Medicine, University of Maryland School of Medicine, Baltimore, MD, USA.
Philip E EmpeyDepartment of Pharmacy & Therapeutics, University of Pittsburgh School of Pharmacy, Pittsburgh, PA, USA.
Julie A JohnsonDepartment of Pharmacotherapy and Translational Research and Center for Pharmacogenomics and Precision Medicine, University of Florida College of Pharmacy, Gainesville, FL, USA.
Aniwaa Owusu ObengThe Charles Bronfman Institute for Personalized Medicine, Departments of Medicine and Genetics and Genomics Sciences, Icahn School of Medicine at Mount Sinai, Pharmacy Department, The Mount Sinai Hospital, New York, NY, USA.
Amy L PasternakDepartment of Clinical Pharmacy, University of Michigan College of Pharmacy, Ann Arbor, MI, USA.
Victoria M PrattDepartment of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, IN, USA.
Laura B RamseyDepartment of Pediatrics, College of Medicine, University of Cincinnati, Divisions of Research in Patient Services and Clinical Pharmacology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA.
Sony TutejaDepartment of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.
Sara L Van DriestDepartments of Pediatrics and Medicine, Vanderbilt University Medical Center, Nashville, TN, USA.
Kristin WiisanenDepartment of Pharmacotherapy and Translational Research and Center for Pharmacogenomics and Precision Medicine, University of Florida College of Pharmacy, Gainesville, FL, USA.
J Kevin HicksDepartment of Individualized Cancer Management, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA.
Larisa H CavallariDepartment of Pharmacotherapy and Translational Research and Center for Pharmacogenomics and Precision Medicine, University of Florida College of Pharmacy, Gainesville, FL, USA.
IGNITE Network Pharmacogenetics Working Group

Funding

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
Sparking Advancements in Genomic MedicineU01HG007269 · NHGRI · UNIVERSITY OF FLORIDA · PI CAVALLARI, LARISA HUMMA, JOHNSON, JULIE A. · 2013 to 2024
$17.0M
Integrated, Individualized, and Intelligent Prescribing (I3P) Clinical Trial NetworkU01HG010232 · NHGRI · VANDERBILT UNIVERSITY MEDICAL CENTER · PI CAVANAUGH, KERRI, PETERSON, JOSEPH F. · 2018 to 2024
$8.2M
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
Genomic Diagnosis and Individualized Therapy of Highly Penetrant Genetic Diabetes (Administrative Supplment)U01HG007775 · NHGRI · UNIVERSITY OF MARYLAND BALTIMORE · PI POLLIN, TONI I. · 2014 to 2018
$4.3M
Training Program for Applied Research and Development in Genomic MedicineT32HG008958 · NHGRI · UNIVERSITY OF FLORIDA · PI Larisa Humma Cavallari, Stephen E. Kimmel · 2018 to 2026
$3.8M
Impact of the gut microbiome on response to lipid lowering therapyK23HL143161 · NHLBI · UNIVERSITY OF PENNSYLVANIA · PI TUTEJA, SONY · 2019 to 2022
$695k
NCATS NIH HHS UL1 TR001427NHGRI NIH HHS T32 HG008958NHGRI NIH HHS U01 HG007269NHGRI NIH HHS U01 HG007775NHGRI NIH HHS U01 HG008701NHGRI NIH HHS U01 HG010232NHLBI NIH HHS K23 HL143161
6 · The paper itself

Abstract

purposeThe increased availability of clinical pharmacogenetic (PGx) guidelines and decreasing costs for genetic testing have slowly led to increased utilization of PGx testing in clinical practice. Pre-emptive PGx testing, where testing is performed in advance of drug prescribing, is one means to ensure results are available at the time of prescribing decisions. However, the most efficient and effective methods to clinically implement this strategy remain unclear.

methodsIn this report, we compare and contrast implementation strategies for pre-emptive PGx testing by 15 early-adopter institutions. We surveyed these groups, collecting data on testing approaches, team composition, and workflow dynamics, in addition to estimated third-party reimbursement rates.

resultsWe found that while pre-emptive PGx testing models varied across sites, institutions shared several commonalities, including methods to identify patients eligible for testing, involvement of a precision medicine clinical team in program leadership, and the implementation of pharmacogenes with Clinical Pharmacogenetics Implementation Consortium guidelines available. Finally, while reimbursement rate data were difficult to obtain, the data available suggested that reimbursement rates for pre-emptive PGx testing remain low.

conclusionThese findings should inform the establishment of future implementation efforts at institutions considering a pre-emptive PGx testing program.

Indexed as

PharmacogeneticsPharmacogenomic TestingDrug PrescriptionsGenetic TestingHumansPrecision Medicine

Identifiers

PMID34282303
PMCPMC8633054

What OpenQuestion holds

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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.