Evidence map›Paper›PMID 35743759›Full record

ArticleJournal of personalized medicine2022

Pharmacogenomics and Drug-Induced Phenoconversion Informed Medication Safety Review in the Management of Pain Control and Quality of Life: A Case Report.

Selina Muhn, Nishita Shah Amin, Chandni Bardolia, Nicole Del Toro-Pagán, Katie Pizzolato, David Thacker, Jacques Turgeon, Crystal Tomaino, Veronique Michaud

Open access · goldAbstract readCase Reports
In one paragraph

Article in Journal of personalized medicine, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
1.1field-weighted citation impact, top 26% 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.

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

6 citing papers in PubMed, 6 citations in OpenAlex.

  1. Associations ofPharmaceuticals (Basel, Switzerland) · 2026
    Article
  2. Review
  3. Article
  4. Article
  5. Mechanisms and multimodal treatment of neuropathic pain associated with degenerative cervical spondylosis: Current status and progress.Zhong nan da xue xue bao. Yi xue ban = Journal of Central South University. Medical sciences · 2024
    Review
  6. 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

9 authors at 1 institution in 2 countries.

Selina MuhnOffice of Translational Research and Residency Programs, Tabula Rasa HealthCare, Moorestown, NJ 08057, USA.
Nishita Shah AminOffice of Translational Research and Residency Programs, Tabula Rasa HealthCare, Moorestown, NJ 08057, USA.
Chandni BardoliaOffice of Translational Research and Residency Programs, Tabula Rasa HealthCare, Moorestown, NJ 08057, USA.
Nicole Del Toro-PagánOffice of Translational Research and Residency Programs, Tabula Rasa HealthCare, Moorestown, NJ 08057, USA.
Katie PizzolatoOffice of Translational Research and Residency Programs, Tabula Rasa HealthCare, Moorestown, NJ 08057, USA.
David ThackerPrecision Pharmacotherapy Research & Development Institute, Tabula Rasa HealthCare, Orlando, FL 32827, USA.
Jacques TurgeonPrecision Pharmacotherapy Research & Development Institute, Tabula Rasa HealthCare, Orlando, FL 32827, USA.ORCID 0000-0002-7978-9280
Crystal TomainoVieCare Beaver, Program of All-Inclusive Care for the Elderly (PACE), Lutheran Senior Life, Aliquippa, PA 15001, USA.
Veronique MichaudPrecision Pharmacotherapy Research & Development Institute, Tabula Rasa HealthCare, Orlando, FL 32827, USA.
Research & Development Institute · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Utilizing pharmacogenomics (PGx) and integrating drug-induced phenoconversion to guide opioid therapies could improve the treatment response and decrease the occurrence of adverse drug events. Genetics contribute to the interindividual differences in opioid response. The purpose of this case report highlights the impact of a PGx-informed medication safety review, assisted by a clinical decision support system, in mitigating the drug-gene and drug-drug-gene interactions (DGI and DDGI, respectively) that increase the risk of an inadequate drug response and adverse drug events (ADEs). This case describes a 69-year-old female who was referred for PGx testing for uncontrolled chronic pain caused by osteoarthritis and neuropathy. The clinical pharmacist reviewed the PGx test results and medication regimen and identified several (DGIs and DDGIs, respectively) at Cytochrome P450 (CYP) 2C19 and CYP2D6. The recommendations were to: (1) switch tramadol to buprenorphine transdermal patch, an opioid with lower potential for ADEs, to mitigate a CYP2D6 DDGI; (2) gradually discontinue amitriptyline to alleviate the risk of anticholinergic side effects, ADEs, and multiple DDGIs; and (3) optimize the pregabalin. The provider and the patient agreed to implement these recommendations. Upon follow-up one month later, the patient reported an improved quality of life and pain control. Following the amitriptyline taper, the patient experienced tremors in the upper and lower extremities. When the perpetrator drug, omeprazole, was stopped, the metabolic capacity was no longer impeded; the patient experienced possible amitriptyline withdrawal symptoms due to the rapid withdrawal of amitriptyline, which was reinitiated and tapered off more slowly. This case report demonstrates a successful PGx-informed medication safety review that considered drug-induced phenoconversion and mitigated the risks of pharmacotherapy failure, ADEs, and opioid misuse.

Indexed as

amitriptylineclinical decision support systemdrug–drug–gene interactionopioidpharmacistpharmacogenomicsphenoconversiontramadol

Identifiers

PMID35743759
PMCPMC9225568
OpenAlexW4283032637

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.