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Drug dosage modifications in 24 million in-patient prescriptions covering eight years: A Danish population-wide study of polypharmacy

Polypharmacy has generally been assessed by raw counts of different drugs administered concomitantly to the same patients; not with respect to the likelihood of dosage-adjustments. To address this aspect of polypharmacy, the objective of the present study was to identify co-medications associated wi...

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Autores principales: Leal Rodríguez, Cristina, Haue, Amalie Dahl, Mazzoni, Gianluca, Eriksson, Robert, Hernansanz Biel, Jorge, Cantwell, Lisa, Westergaard, David, Belling, Kirstine G., Brunak, Søren
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10484442/
https://www.ncbi.nlm.nih.gov/pubmed/37676853
http://dx.doi.org/10.1371/journal.pdig.0000336
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author Leal Rodríguez, Cristina
Haue, Amalie Dahl
Mazzoni, Gianluca
Eriksson, Robert
Hernansanz Biel, Jorge
Cantwell, Lisa
Westergaard, David
Belling, Kirstine G.
Brunak, Søren
author_facet Leal Rodríguez, Cristina
Haue, Amalie Dahl
Mazzoni, Gianluca
Eriksson, Robert
Hernansanz Biel, Jorge
Cantwell, Lisa
Westergaard, David
Belling, Kirstine G.
Brunak, Søren
author_sort Leal Rodríguez, Cristina
collection PubMed
description Polypharmacy has generally been assessed by raw counts of different drugs administered concomitantly to the same patients; not with respect to the likelihood of dosage-adjustments. To address this aspect of polypharmacy, the objective of the present study was to identify co-medications associated with more frequent dosage adjustments. The data foundation was electronic health records from 3.2 million inpatient admissions at Danish hospitals (2008–2016). The likelihood of dosage-adjustments when two drugs were administered concomitantly were computed using Bayesian logistic regressions. We identified 3,993 co-medication pairs that associate significantly with dosage changes when administered together. Of these pairs, 2,412 (60%) did associate with readmission, mortality or longer stays, while 308 (8%) associated with reduced kidney function. In comparison to co-medications pairs that were previously classified as drug-drug interactions, pairs not classified as drug-drug interactions had higher odds ratios of dosage modifications than drug pairs with an established interaction. Drug pairs not corresponding to known drug-drug interactions while still being associated significantly with dosage changes were prescribed to fewer patients and mentioned more rarely together in the literature. We hypothesize that some of these pairs could be associated with yet to be discovered interactions as they may be harder to identify in smaller-scale studies.
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spelling pubmed-104844422023-09-08 Drug dosage modifications in 24 million in-patient prescriptions covering eight years: A Danish population-wide study of polypharmacy Leal Rodríguez, Cristina Haue, Amalie Dahl Mazzoni, Gianluca Eriksson, Robert Hernansanz Biel, Jorge Cantwell, Lisa Westergaard, David Belling, Kirstine G. Brunak, Søren PLOS Digit Health Research Article Polypharmacy has generally been assessed by raw counts of different drugs administered concomitantly to the same patients; not with respect to the likelihood of dosage-adjustments. To address this aspect of polypharmacy, the objective of the present study was to identify co-medications associated with more frequent dosage adjustments. The data foundation was electronic health records from 3.2 million inpatient admissions at Danish hospitals (2008–2016). The likelihood of dosage-adjustments when two drugs were administered concomitantly were computed using Bayesian logistic regressions. We identified 3,993 co-medication pairs that associate significantly with dosage changes when administered together. Of these pairs, 2,412 (60%) did associate with readmission, mortality or longer stays, while 308 (8%) associated with reduced kidney function. In comparison to co-medications pairs that were previously classified as drug-drug interactions, pairs not classified as drug-drug interactions had higher odds ratios of dosage modifications than drug pairs with an established interaction. Drug pairs not corresponding to known drug-drug interactions while still being associated significantly with dosage changes were prescribed to fewer patients and mentioned more rarely together in the literature. We hypothesize that some of these pairs could be associated with yet to be discovered interactions as they may be harder to identify in smaller-scale studies. Public Library of Science 2023-09-07 /pmc/articles/PMC10484442/ /pubmed/37676853 http://dx.doi.org/10.1371/journal.pdig.0000336 Text en © 2023 Leal Rodríguez 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
Leal Rodríguez, Cristina
Haue, Amalie Dahl
Mazzoni, Gianluca
Eriksson, Robert
Hernansanz Biel, Jorge
Cantwell, Lisa
Westergaard, David
Belling, Kirstine G.
Brunak, Søren
Drug dosage modifications in 24 million in-patient prescriptions covering eight years: A Danish population-wide study of polypharmacy
title Drug dosage modifications in 24 million in-patient prescriptions covering eight years: A Danish population-wide study of polypharmacy
title_full Drug dosage modifications in 24 million in-patient prescriptions covering eight years: A Danish population-wide study of polypharmacy
title_fullStr Drug dosage modifications in 24 million in-patient prescriptions covering eight years: A Danish population-wide study of polypharmacy
title_full_unstemmed Drug dosage modifications in 24 million in-patient prescriptions covering eight years: A Danish population-wide study of polypharmacy
title_short Drug dosage modifications in 24 million in-patient prescriptions covering eight years: A Danish population-wide study of polypharmacy
title_sort drug dosage modifications in 24 million in-patient prescriptions covering eight years: a danish population-wide study of polypharmacy
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10484442/
https://www.ncbi.nlm.nih.gov/pubmed/37676853
http://dx.doi.org/10.1371/journal.pdig.0000336
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