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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...

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Autores principales: Tso, Geoffrey J., Tu, Samson W., Musen, Mark A., Goldstein, Mary K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Medical Informatics Association 2017
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.
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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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