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Pharmacogenomics decision support in the U-PGx project: Results and advice from clinical implementation across seven European countries.

dc.contributor.authorBlagec, Kathrin
dc.contributor.authorSwen, Jesse J
dc.contributor.authorKoopmann, Rudolf
dc.contributor.authorCheung, Ka-Chun
dc.contributor.authorCrommentuijn-van Rhenen, Mandy
dc.contributor.authorHolsappel, Inge
dc.contributor.authorKonta, Lidija
dc.contributor.authorOtt, Simon
dc.contributor.authorSteinberger, Daniela
dc.contributor.authorXu, Hong
dc.contributor.authorCecchin, Erika
dc.contributor.authorDolžan, Vita
dc.contributor.authorDavila-Fajardo, Cristina Lucia
dc.contributor.authorPatrinos, George P
dc.contributor.authorSunder-Plassmann, Gere
dc.contributor.authorTurner, Richard M
dc.contributor.authorPirmohamed, Munir
dc.contributor.authorGuchelaar, Henk-Jan
dc.contributor.authorSamwald, Matthias
dc.contributor.funderEuropean Community’s Horizon 2020 Programme
dc.contributor.groupUbiquitous Pharmacogenomics Consortium
dc.date.accessioned2023-05-03T13:36:41Z
dc.date.available2023-05-03T13:36:41Z
dc.date.issued2022-04-26
dc.description.abstractThe clinical implementation of pharmacogenomics (PGx) could be one of the first milestones towards realizing personalized medicine in routine care. However, its widespread adoption requires the availability of suitable clinical decision support (CDS) systems, which is often impeded by the fragmentation or absence of adequate health IT infrastructures. We report results of CDS implementation in the large-scale European research project Ubiquitous Pharmacogenomics (U-PGx), in which PGx CDS was rolled out and evaluated across more than 15 clinical sites in the Netherlands, Spain, Slovenia, Italy, Greece, United Kingdom and Austria, covering a wide variety of healthcare settings. We evaluated the CDS implementation process through qualitative and quantitative process indicators. Quantitative indicators included statistics on generated PGx reports, median time from sampled upload until report delivery and statistics on report retrievals via the mobile-based CDS tool. Adoption of different CDS tools, uptake and usability were further investigated through a user survey among healthcare providers. Results of a risk assessment conducted prior to the implementation process were retrospectively analyzed and compared to actual encountered difficulties and their impact. As of March 2021, personalized PGx reports were produced from 6884 genotyped samples with a median delivery time of twenty minutes. Out of 131 invited healthcare providers, 65 completed the questionnaire (response rate: 49.6%). Overall satisfaction rates with the different CDS tools varied between 63.6% and 85.2% per tool. Delays in implementation were caused by challenges including institutional factors and complexities in the development of required tools and reference data resources, such as genotype-phenotype mappings. We demonstrated the feasibility of implementing a standardized PGx decision support solution in a multinational, multi-language and multi-center setting. Remaining challenges for future wide-scale roll-out include the harmonization of existing PGx information in guidelines and drug labels, the need for strategies to lower the barrier of PGx CDS adoption for healthcare institutions and providers, and easier compliance with regulatory and legal frameworks.
dc.description.versionSi
dc.identifier.citationBlagec K, Swen JJ, Koopmann R, Cheung KC, Crommentuijn-van Rhenen M, Holsappel I, et al. Ubiquitous Pharmacogenomics Consortium. Pharmacogenomics decision support in the U-PGx project: Results and advice from clinical implementation across seven European countries. PLoS One. 2022 Jun 8;17(6):e0268534.
dc.identifier.doi10.1371/journal.pone.0268534
dc.identifier.essn1932-6203
dc.identifier.pmcPMC9176797
dc.identifier.pmid35675343
dc.identifier.pubmedURLhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC9176797/pdf
dc.identifier.unpaywallURLhttps://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0268534&type=printable
dc.identifier.urihttp://hdl.handle.net/10668/20428
dc.issue.number6
dc.journal.titlePloS one
dc.journal.titleabbreviationPLoS One
dc.language.isoen
dc.organizationHospital Universitario Virgen de las Nieves
dc.organizationInstituto de Investigación Biosanitaria de Granada (ibs.GRANADA)
dc.page.number25
dc.provenanceRealizada la curación de contenido 09/08/2024
dc.publisherPublic Library of Science
dc.pubmedtypeJournal Article
dc.pubmedtypeResearch Support, Non-U.S. Gov't
dc.relation.projectID668353
dc.relation.publisherversionhttps://dx.plos.org/10.1371/journal.pone.0268534
dc.rightsAttribution 4.0 International
dc.rights.accessRightsopen access
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/
dc.subjectDecision Support Systems, Clinical
dc.subjectPharmacogenetics
dc.subjectPrecision Medicine
dc.subjectRetrospective Studies
dc.subjectSoftware
dc.subject.decsEstudios de factibilidad
dc.subject.decsFarmacogenética
dc.subject.decsFenotipo
dc.subject.decsGenotipo
dc.subject.decsMedicina de precisión
dc.subject.decsMedición de riesgo
dc.subject.decsPersonal de salud
dc.subject.decsPreparaciones farmacéuticas
dc.subject.decsSistemas de apoyo a decisiones clínicas
dc.subject.decsSatisfacción personal
dc.subject.decsTecnología biomédica
dc.subject.meshPharmacogenetics
dc.subject.meshPrecision Medicine
dc.subject.meshDecision Support Systems, Clinical
dc.subject.meshAustria
dc.subject.meshGreece
dc.subject.meshNetherlands
dc.subject.meshSpain
dc.subject.meshSlovenia
dc.subject.meshPharmaceutical Preparations
dc.subject.meshFeasibility Studies
dc.subject.meshRetrospective Studies
dc.subject.meshItaly
dc.subject.meshHealth Personnel
dc.subject.meshUnited Kingdom
dc.subject.meshLanguage
dc.subject.meshDelivery of Health Care
dc.subject.meshSurveys and Questionnaires
dc.subject.meshGenotype
dc.subject.meshRisk Assessment
dc.subject.meshPersonal Satisfaction
dc.subject.meshPhenotype
dc.subject.meshBiomedical Technology
dc.titlePharmacogenomics decision support in the U-PGx project: Results and advice from clinical implementation across seven European countries.
dc.typeresearch article
dc.type.hasVersionVoR
dc.volume.number17
dspace.entity.typePublication

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