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Pharmacogenomics decision support in the U-PGx project: Results and advice from clinical implementation across seven European countries
BACKGROUND: The 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 th...
Autores principales: | , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9176797/ https://www.ncbi.nlm.nih.gov/pubmed/35675343 http://dx.doi.org/10.1371/journal.pone.0268534 |
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author | Blagec, Kathrin Swen, Jesse J. Koopmann, Rudolf Cheung, Ka-Chun Crommentuijn - van Rhenen, Mandy Holsappel, Inge Konta, Lidija Ott, Simon Steinberger, Daniela Xu, Hong Cecchin, Erika Dolžan, Vita Dávila-Fajardo, Cristina Lucía Patrinos, George P. Sunder-Plassmann, Gere Turner, Richard M. Pirmohamed, Munir Guchelaar, Henk-Jan Samwald, Matthias |
author_facet | Blagec, Kathrin Swen, Jesse J. Koopmann, Rudolf Cheung, Ka-Chun Crommentuijn - van Rhenen, Mandy Holsappel, Inge Konta, Lidija Ott, Simon Steinberger, Daniela Xu, Hong Cecchin, Erika Dolžan, Vita Dávila-Fajardo, Cristina Lucía Patrinos, George P. Sunder-Plassmann, Gere Turner, Richard M. Pirmohamed, Munir Guchelaar, Henk-Jan Samwald, Matthias |
author_sort | Blagec, Kathrin |
collection | PubMed |
description | BACKGROUND: The 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. METHODS: 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. RESULTS: 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. CONCLUSIONS: 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. |
format | Online Article Text |
id | pubmed-9176797 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-91767972022-06-09 Pharmacogenomics decision support in the U-PGx project: Results and advice from clinical implementation across seven European countries Blagec, Kathrin Swen, Jesse J. Koopmann, Rudolf Cheung, Ka-Chun Crommentuijn - van Rhenen, Mandy Holsappel, Inge Konta, Lidija Ott, Simon Steinberger, Daniela Xu, Hong Cecchin, Erika Dolžan, Vita Dávila-Fajardo, Cristina Lucía Patrinos, George P. Sunder-Plassmann, Gere Turner, Richard M. Pirmohamed, Munir Guchelaar, Henk-Jan Samwald, Matthias PLoS One Research Article BACKGROUND: The 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. METHODS: 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. RESULTS: 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. CONCLUSIONS: 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. Public Library of Science 2022-06-08 /pmc/articles/PMC9176797/ /pubmed/35675343 http://dx.doi.org/10.1371/journal.pone.0268534 Text en © 2022 Blagec et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Blagec, Kathrin Swen, Jesse J. Koopmann, Rudolf Cheung, Ka-Chun Crommentuijn - van Rhenen, Mandy Holsappel, Inge Konta, Lidija Ott, Simon Steinberger, Daniela Xu, Hong Cecchin, Erika Dolžan, Vita Dávila-Fajardo, Cristina Lucía Patrinos, George P. Sunder-Plassmann, Gere Turner, Richard M. Pirmohamed, Munir Guchelaar, Henk-Jan Samwald, Matthias Pharmacogenomics decision support in the U-PGx project: Results and advice from clinical implementation across seven European countries |
title | Pharmacogenomics decision support in the U-PGx project: Results and advice from clinical implementation across seven European countries |
title_full | Pharmacogenomics decision support in the U-PGx project: Results and advice from clinical implementation across seven European countries |
title_fullStr | Pharmacogenomics decision support in the U-PGx project: Results and advice from clinical implementation across seven European countries |
title_full_unstemmed | Pharmacogenomics decision support in the U-PGx project: Results and advice from clinical implementation across seven European countries |
title_short | Pharmacogenomics decision support in the U-PGx project: Results and advice from clinical implementation across seven European countries |
title_sort | pharmacogenomics decision support in the u-pgx project: results and advice from clinical implementation across seven european countries |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9176797/ https://www.ncbi.nlm.nih.gov/pubmed/35675343 http://dx.doi.org/10.1371/journal.pone.0268534 |
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