Literature DB >> 28963061

Simplifying the use of pharmacogenomics in clinical practice: Building the genomic prescribing system.

Keith Danahey1, Brittany A Borden2, Brian Furner3, Patrick Yukman1, Sheena Hussain2, Donald Saner3, Samuel L Volchenboum4, Mark J Ratain5, Peter H O'Donnell6.   

Abstract

BACKGROUND: A barrier to the use of genomic information during prescribing is the limited number of software solutions that combine a user-friendly interface with complex medical data. We built and designed an online, secure, electronic custom interface termed the Genomic Prescribing System (GPS).
METHODS: Actionable pharmacogenomic (PGx) information was reviewed, collected, and stored in the back-end of GPS to enable creation of customized drug- and variant-specific clinical decision support (CDS) summaries. The database architecture utilized the star schema to store information. Patient raw genomic data underwent transformation via custom-designed algorithms to enable gene and phenotype-level associations. Multiple external data sets (PubMed, The Systematized Nomenclature of Medicine (SNOMED), National Drug File - Reference Terminology (ND-FRT), and a publically-available PGx knowledgebase) were integrated to facilitate the delivery of patient, drug, disease, and genomic information. Institutional security infrastructure was leveraged to securely store patient genomic and clinical data on a HIPAA-compliant server farm.
RESULTS: As of May 17, 2016, the GPS back-end housed 257 CDS encompassing 112 genetic variants, 42 genes, and 46 PGx-actionable drugs. The GPS user interface presented patient-specific CDS alongside a recognizable traffic light symbol (green/yellow/red), denoting PGx risk for each genomic result. The number of traffic lights per visit increased with the corresponding increase in the number of available PGx-annotated drugs over time. An integrated drug and disease search functionality, links to primary literature sources, and potential alternative PGx drugs were indicated. The system, which was initially used as stand-alone CDS software within our clinical environment, was then integrated with the institutional electronic medical record for enhanced usability. There have been nearly 2000 logins in 43months since inception, with usage exceeding 56 logins per month and system up-times of 99.99%. For all patient-provider visits encompassing >3years of implementation, unique alert click-through rates corresponded to genomic risk: red lights clicked 100%, yellow lights 79%, green lights 43%.
CONCLUSIONS: Successful deployment of GPS by combining complex data and recognizable iconography led to a tool that enabled point-of-care genomic delivery with high usability. Continued scalability and incorporation of additional clinical elements to be considered alongside PGx information could expand future impact.
Copyright © 2017. Published by Elsevier Inc.

Entities:  

Keywords:  Clinical decision support; Informatics; Pharmacogenetics; Precision medicine; Systematized nomenclature of medicine

Mesh:

Year:  2017        PMID: 28963061     DOI: 10.1016/j.jbi.2017.09.012

Source DB:  PubMed          Journal:  J Biomed Inform        ISSN: 1532-0464            Impact factor:   6.317


  14 in total

1.  Drug-gene and drug-drug interactions associated with tramadol and codeine therapy in the INGENIOUS trial.

Authors:  Cathy R Fulton; Yong Zang; Zeruesenay Desta; Marc B Rosenman; Ann M Holmes; Brian S Decker; Yifei Zhang; John T Callaghan; Victoria M Pratt; Kenneth D Levy; Brandon T Gufford; Paul R Dexter; Todd C Skaar; Michael T Eadon
Journal:  Pharmacogenomics       Date:  2019-02-20       Impact factor: 2.533

2.  The ImPreSS Trial: Implementation of Point-of-Care Pharmacogenomic Decision Support in Perioperative Care.

Authors:  Tien M Truong; Jeffrey Apfelbaum; Sajid Shahul; Magdalena Anitescu; Keith Danahey; Randall W Knoebel; David Liebovitz; Theodore Karrison; Xander M R van Wijk; Kiang-Teck J Yeo; David Meltzer; Mark J Ratain; Peter H O'Donnell
Journal:  Clin Pharmacol Ther       Date:  2019-08-21       Impact factor: 6.875

3.  Creation of a pharmacogenomics patient portal complementary to an existing institutional provider-facing clinical decision support system.

Authors:  Elizabeth Lipschultz; Keith Danahey; Tien M Truong; Emily Schierer; Samuel L Volchenboum; Mark J Ratain; Peter H O'Donnell
Journal:  JAMIA Open       Date:  2021-08-27

4.  Appraisal and development of evidence-based clinical decision support to enable perioperative pharmacogenomic application.

Authors:  Brittany A Borden; Ellie H Jhun; Keith Danahey; Emily Schierer; Jeffrey L Apfelbaum; Magdalena Anitescu; Randall Knoebel; Sajid Shahul; Tien M Truong; Mark J Ratain; Peter H O'Donnell
Journal:  Pharmacogenomics J       Date:  2021-08-10       Impact factor: 3.245

Review 5.  Modern developments in germline pharmacogenomics for oncology prescribing.

Authors:  Natalie M Reizine; Peter H O'Donnell
Journal:  CA Cancer J Clin       Date:  2022-03-18       Impact factor: 286.130

6.  Pharmacogenomic-Based Decision Support to Predict Adherence to Medications.

Authors:  Carlton Christian; Brittany A Borden; Keith Danahey; Kiang-Teck J Yeo; Xander M R van Wijk; Mark J Ratain; Peter H O'Donnell
Journal:  Clin Pharmacol Ther       Date:  2020-05-25       Impact factor: 6.875

7.  Analyzing the clinical actionability of germline pharmacogenomic findings in oncology.

Authors:  Rebecca Wellmann; Brittany A Borden; Keith Danahey; Rita Nanda; Blase N Polite; Walter M Stadler; Mark J Ratain; Peter H O'Donnell
Journal:  Cancer       Date:  2018-05-09       Impact factor: 6.860

Review 8.  Engaging pharmacogenomics in pain management and opioid selection.

Authors:  David R Bright; Natasha Petry; Eric Roath; Tyler Gibb
Journal:  Pharmacogenomics       Date:  2021-09-15       Impact factor: 2.638

9.  Validation of a Large Custom-Designed Pharmacogenomics Panel on an Array Genotyping Platform.

Authors:  Nga Yeung Tang; Xun Pei; David George; Larry House; Keith Danahey; Elizabeth Lipschultz; Mark J Ratain; Peter H O'Donnell; Kiang-Teck J Yeo; Xander M R van Wijk
Journal:  J Appl Lab Med       Date:  2021-11-01

10.  Patient insights on features of an effective pharmacogenomics patient portal.

Authors:  Tien M Truong; Elizabeth Lipschultz; Emily Schierer; Keith Danahey; Mark J Ratain; Peter H O'Donnell
Journal:  Pharmacogenet Genomics       Date:  2020-12       Impact factor: 2.000

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