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High-Risk Drug–Drug Interactions Between Clinical Practice Guidelines for Management of Chronic Conditions
Clinicians and clinical decision-support systems often follow pharmacotherapy recommendations for patients based on clinical practice guidelines (CPGs). In multimorbid patients, these recommendations can potentially have clinically significant drug–drug interactions (DDIs). In this study, we describ...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Medical Informatics Association
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5543385/ https://www.ncbi.nlm.nih.gov/pubmed/28815153 |
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author | Tso, Geoffrey J. Tu, Samson W. Musen, Mark A. Goldstein, Mary K. |
author_facet | Tso, Geoffrey J. Tu, Samson W. Musen, Mark A. Goldstein, Mary K. |
author_sort | Tso, Geoffrey J. |
collection | PubMed |
description | Clinicians and clinical decision-support systems often follow pharmacotherapy recommendations for patients based on clinical practice guidelines (CPGs). In multimorbid patients, these recommendations can potentially have clinically significant drug–drug interactions (DDIs). In this study, we describe and validate a method for programmatically detecting DDIs among CPG recommendations. The system extracts pharmacotherapy intervention recommendations from narrative CPGs, normalizes the terms, creates a mapping of drugs and drug classes, and then identifies occurrences of DDIs between CPG pairs. We used this system to analyze 75 CPGs written by authoring entities in the United States that discuss outpatient management of common chronic diseases. Using a reference list of high-risk DDIs, we identified 2198 of these DDIs in 638 CPG pairs (46 unique CPGs). Only 9 high-risk DDIs were discussed by both CPGs in a pairing. In 69 of the pairings, neither CPG had a pharmacologic reference or a warning of the possibility of a DDI. |
format | Online Article Text |
id | pubmed-5543385 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | American Medical Informatics Association |
record_format | MEDLINE/PubMed |
spelling | pubmed-55433852017-08-16 High-Risk Drug–Drug Interactions Between Clinical Practice Guidelines for Management of Chronic Conditions Tso, Geoffrey J. Tu, Samson W. Musen, Mark A. Goldstein, Mary K. AMIA Jt Summits Transl Sci Proc Articles Clinicians and clinical decision-support systems often follow pharmacotherapy recommendations for patients based on clinical practice guidelines (CPGs). In multimorbid patients, these recommendations can potentially have clinically significant drug–drug interactions (DDIs). In this study, we describe and validate a method for programmatically detecting DDIs among CPG recommendations. The system extracts pharmacotherapy intervention recommendations from narrative CPGs, normalizes the terms, creates a mapping of drugs and drug classes, and then identifies occurrences of DDIs between CPG pairs. We used this system to analyze 75 CPGs written by authoring entities in the United States that discuss outpatient management of common chronic diseases. Using a reference list of high-risk DDIs, we identified 2198 of these DDIs in 638 CPG pairs (46 unique CPGs). Only 9 high-risk DDIs were discussed by both CPGs in a pairing. In 69 of the pairings, neither CPG had a pharmacologic reference or a warning of the possibility of a DDI. American Medical Informatics Association 2017-07-26 /pmc/articles/PMC5543385/ /pubmed/28815153 Text en ©2017 AMIA - All rights reserved. This is an Open Access article: verbatim copying and redistribution of this article are permitted in all media for any purpose |
spellingShingle | Articles Tso, Geoffrey J. Tu, Samson W. Musen, Mark A. Goldstein, Mary K. High-Risk Drug–Drug Interactions Between Clinical Practice Guidelines for Management of Chronic Conditions |
title | High-Risk Drug–Drug Interactions Between Clinical Practice Guidelines for Management of Chronic Conditions |
title_full | High-Risk Drug–Drug Interactions Between Clinical Practice Guidelines for Management of Chronic Conditions |
title_fullStr | High-Risk Drug–Drug Interactions Between Clinical Practice Guidelines for Management of Chronic Conditions |
title_full_unstemmed | High-Risk Drug–Drug Interactions Between Clinical Practice Guidelines for Management of Chronic Conditions |
title_short | High-Risk Drug–Drug Interactions Between Clinical Practice Guidelines for Management of Chronic Conditions |
title_sort | high-risk drug–drug interactions between clinical practice guidelines for management of chronic conditions |
topic | Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5543385/ https://www.ncbi.nlm.nih.gov/pubmed/28815153 |
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