Evidence map›Paper›PMID 30479202›Full record

Trial reportJournal of managed care & specialty pharmacy2018

Clinical Utility of Pharmacogenetic Testing and a Clinical Decision Support Tool to Enhance the Identification of Drug Therapy Problems Through Medication Therapy Management in Polypharmacy Patients.

Kibum Kim, Jonathan W Magness, Ryan Nelson, Valerie Baron, Diana I Brixner

Registry-linked trialOpen access · bronzeAbstract readRandomized Controlled Trial
In one paragraph

Trial report in Journal of managed care & specialty pharmacy, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT02428660 (Medication Therapy Management Combined With Drug and Gene Interaction Software and Cytochrome DNA Testing Among a Population of Polypharmacy Medicare Patients), which is not on this map. Cited by 21 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
21citing papers in PubMed, 3 pooled it
2.4field-weighted citation impact, top 12% of its field
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.

NCT02428660 nacompletednot on this map

Medication Therapy Management Combined With Drug and Gene Interaction Software and Cytochrome DNA Testing Among a Population of Polypharmacy Medicare Patients

TypeinterventionalSponsorGenelex CorporationRan2015 to 2017Enrolled341ConditionsCytochrome P450 CYP2D6 Enzyme Deficiency, Poor Metabolizer Due to Cytochrome P450 CYP2D6 Variant, Ultrarapid Metabolizer Due to Cytochrome P450 CYP2D6 Variant, Extensive Metabolizer Due to Cytochrome P450 CYP2D6 VariantArmsPharmacogenetic testing, Software-based drug & gene interaction risk analysis, MTM
3 · Its place in the literature

Who cites it

21 citing papers in PubMed, 3 syntheses or guidelines pooled it, 49 citations in OpenAlex.

  1. Pooled it
  2. Pharmacogenomic Studies in Intellectual Disabilities and Autism Spectrum Disorder: A Systematic Review.Canadian journal of psychiatry. Revue canadienne de psychiatrie · 2021
    Pooled it
  3. Effect of genetics clinical decision support tools on health-care providers' decision making: a mixed-methods systematic review.Genetics in medicine : official journal of the American College of Medical Genetics · 2021
    Pooled it
  4. Article
  5. Article
  6. Article
  7. Review
  8. Article
  9. Article
  10. Article
  11. Polypharmacy and precision medicine.Cambridge prisms. Precision medicine · 2023
    Review
  12. Article
  13. Observational
  14. Article
  15. Article
  16. Observational
  17. Article
  18. Article
  19. Article
  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

5 authors at 2 institutions in 1 country.

Kibum Kim1 Pharmacotherapy Outcomes Research Center and Department of Pathology, University of Utah, Salt Lake City.
Jonathan W Magness2 Magellan Health, Salt Lake City, Utah.
Ryan Nelson3 Pharmacotherapy Outcomes Research Center, University of Utah, Salt Lake City.
Valerie Baron4 YouScript, Seattle, Washington.
Diana I Brixner5 Pharmacotherapy Outcomes Research Center and Department of Pharmacotherapy, University of Utah, Salt Lake City, and Program in Personalized Health Care, University Health, Salt Lake City, Utah.
University of Utah · USMagellan Health · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundIn polypharmacy patients, medication therapy management (MTM) services provide a comprehensive review of current medications and future treatment goals. Pharmacogenetics (PGx) may further optimize the identification of potential drug therapy problems (DTPs); however, the clinical utility of PGx information with a clinical decision support tool (CDST) in an MTM setting in identifying DTPs has not been systematically assessed.

objectiveTo assess the clinical utility of an MTM service enhanced by pharmacogenetic test results and a clinical decision support tool.

methodsThis study was a post hoc analysis of the data obtained from an open-label, randomized, observational trial. Polypharmacy patients eligible for MTM service were randomly assigned to 3 intervention arms: standard MTM (SMTM), MTM incorporating CDST (CMTM), and CMTM further enhanced by PGx test results of CYP450 and VKORC1 enzymes (PGxMTM). Allocation for this post hoc analysis was based on patient adherence to the research protocol and completion of a PGx test. The number of DTPs per patient was compared across the 3 arms using analysis of variance. In addition, the frequency of serious DTPs as a categorical variable (grade 3 or above vs. lower grade) was compared across the 3 arms between PGx driven and non-PGx driven DTP recommendations. Statistical significance was tested using the chi-square test. The level of agreement between the DTP seriousness and the acceptance made by prescribers was presented as Cohen's kappa coefficient.

resultsNumbers of patients after cohort reallocation based on completion of PGx testing were 104, 180, and 58 for the SMTM, CMTM, and PGxMTM arms, respectively. On average, 3.08 DTPs were identified for each patient, which was nearly identical across all 3 arms. Blinded clinical pharmacists considered seriousness (grade 3 or 4) in 31% of the PGx-related DTPs in comparison with 4.9% of the non-PGx DTPs (P < 0.001). The more serious (i.e., grade 3 or above) DTP recommendations were more likely to be accepted by prescribers with the odds ratios of 1.95 (P = 0.05) and 2.39 (P = 0.15), when the analysis was performed for all DTPs and DTPs from the PGxMTM arm only, respectively.

conclusionsMTM enhanced by PGx testing and the clinical decision support tool did not increase the number of DTPs identified. However, PGx testing and the decision support software helps pharmacists determine more serious DTPs, and resulting subsequent recommendations were more readily accepted by a prescriber. Future study of the patient safety outcomes and overall health care costs associated with the utility of the decision support is warranted. DISCLOSURES: No funding was received for conducting the post hoc analysis presented in this study. Magness is employed by Magellan Health, which received funding from Genelex for costs to administrate the medication management program. The open-label randomized trial was sponsored by Genelex (Clinicaltrials.gov ID number NCT02428660). PGx tests were provided and laboratory analysis was performed by Genelex. Valerie Baron is an employee of YouScript, which created the clinical decision support tool used in this study and formerly was part of Genelex. The other authors have nothing to disclose.

Indexed as

Decision Support Systems, ClinicalDrug-Related Side Effects and Adverse ReactionsMedication Therapy ManagementPharmacogenomic TestingPolypharmacyAgedAged, 80 and overCohort StudiesFemaleHumansMaleProgram Evaluation

Identifiers

PMID30479202
PMCPMC10397798
OpenAlexW2902348791

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

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.