Evidence map›Paper›PMID 38253063›Full record

ArticleAmerican journal of health-system pharmacy : AJHP : official journal of the American Society of Health-System Pharmacists2024

Implementation of clopidogrel pharmacogenetic clinical decision support for a preemptive return of results program.

Christina L Aquilante, Katy E Trinkley, Yee Ming Lee, Kristy R Crooks, Emily C Hearst, Simeon M Heckman, Kaitlyn W Hess, Elizabeth L Kudron, James L Martin, Carolyn T Swartz and 1 more

Open access · greenAbstract read
In one paragraph

Article in American journal of health-system pharmacy : AJHP : official journal of the American Society of Health-System Pharmacists, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed
3.6field-weighted citation impact, top 7% 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

7 citing papers in PubMed, 9 citations in OpenAlex.

  1. Review
  2. Evaluation of CYP2C19 Clinical Decision Support Alerts to Guide P2YClinical pharmacology and therapeutics · 2025
    Article
  3. Article
  4. Article
  5. Article
  6. Real-world evaluation ofPharmacogenomics · 2024
    Observational
  7. Pharmacogenomics · 2024
    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

11 authors at 4 institutions in 1 country.

Christina L AquilanteColorado Center for Personalized Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO.
Katy E TrinkleyColorado Center for Personalized Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO.
Yee Ming LeeColorado Center for Personalized Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO.
Kristy R CrooksColorado Center for Personalized Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO.
Emily C HearstColorado Center for Personalized Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO.
Simeon M HeckmanUCHealth, Aurora, CO, USA.
Kaitlyn W HessUCHealth, Aurora, CO, USA.
Elizabeth L KudronColorado Center for Personalized Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO.
James L MartinColorado Center for Personalized Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO.
Carolyn T SwartzUCHealth, Aurora, CO, USA.
David P KaoColorado Center for Personalized Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO.
University of Colorado Anschutz Medical Campus · USUniversity of Colorado Health · USUniversity of Colorado Denver · USUniversity of Montana · US

Funding

Personalizing Clinical Decision Support for Heart Failure Treatment to Clinicians' NeedsK23HL161352 · NHLBI · UNIVERSITY OF COLORADO DENVER · PI Katy E Trinkley · 2022 to 2026
$869k
A Closed-Loop Integrated Framework for development of Novel Treatment Strategies in Heart Failure (CLIFFNOTES-HF)K08HL125725 · NHLBI · UNIVERSITY OF COLORADO DENVER · PI KAO, DAVID PETER · 2017 to 2021
$826k
NHLBI NIH HHS K08 HL125725
6 · The paper itself

Abstract

purposeTo describe our experiences implementing and iterating CYP2C19 genotype-guided clopidogrel pharmacogenetic clinical decision support (CDS) tools over time in the setting of a large health system-wide, preemptive pharmacogenomics program. SUMMARY: Clopidogrel-treated patients who are genetically predicted cytochrome P450 isozyme 2C19 (CYP2C19) intermediate or poor metabolizers have an increased risk of atherothrombotic events, some of which can be life-threatening. The Clinical Pharmacogenetics Implementation Consortium provides guidance for the use of clopidogrel based on CYP2C19 genotype in patients with cardiovascular and cerebrovascular diseases. Our multidisciplinary team implemented an automated, interruptive alert that fires when clopidogrel is ordered or refilled for biobank participants with structured CYP2C19 intermediate or poor metabolizer genomic indicators in the electronic health record. The implementation began with a narrow cardiovascular indication and setting and was then scaled in 4 primary dimensions: (1) clinical indication; (2) availability across health-system locations; (3) care venue (e.g., inpatient vs outpatient); and (4) provider groups (eg, cardiology and neurology). We iterated our approach over time based on evolving clinical evidence and proactive strategies to optimize CDS maintenance and sustainability. A key facilitator of expansion was socialization of the broader pharmacogenomics initiative among our academic medical center community, accompanied by clinician acceptance of pharmacogenetic alerts in practice.

conclusionA multidisciplinary collaboration is recommended to facilitate the use of CYP2C19 genotype-guided antiplatelet therapy in patients with cardiovascular and cerebrovascular diseases. Evolving clopidogrel pharmacogenetic evidence necessitates thoughtful iteration of implementation efforts and strategies to optimize long-term maintenance and sustainability.

Indexed as

ClopidogrelCytochrome P-450 CYP2C19Decision Support Systems, ClinicalPharmacogeneticsPlatelet Aggregation InhibitorsCardiovascular DiseasesElectronic Health RecordsGenotypeHumansClopidogrelCYP2C19 protein, humanCytochrome P-450 CYP2C19Platelet Aggregation Inhibitorsclinical decision supportclopidogrelCYP2C19cytochrome P450 isozyme 2C19implementationpharmacogeneticspharmacogenomics

Identifiers

PMID38253063
PMCPMC11519030
OpenAlexW4391123332

What OpenQuestion holds

Textmetadata
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.