Computing optimal drug dosing with OptiDose : implementation in NONMEM

dc.contributor.authorBachmann, Freya
dc.contributor.authorKoch, Gilbert
dc.contributor.authorBauer, Robert J.
dc.contributor.authorSteffens, Britta
dc.contributor.authorSzinnai, Gabor
dc.contributor.authorPfister, Marc
dc.contributor.authorSchropp, Johannes
dc.date.accessioned2024-10-09T11:09:58Z
dc.date.available2024-10-09T11:09:58Z
dc.date.issued2023-06
dc.description.abstractDetermining a drug dosing recommendation with a PKPD model can be a laborious and complex task. Recently, an optimal dosing algorithm (OptiDose) was developed to compute the optimal doses for any pharmacometrics/PKPD model for a given dosing scenario. In the present work, we reformulate the underlying optimal control problem and elaborate how to solve it with standard commands in the software NONMEM. To demonstrate the potential of the OptiDose implementation in NONMEM, four relevant but substantially different optimal dosing tasks are solved. In addition, the impact of different dosing scenarios as well as the choice of the therapeutic goal on the computed optimal doses are discussed.
dc.description.versionpublisheddeu
dc.identifier.doi10.1007/s10928-022-09840-w
dc.identifier.ppn1968843132
dc.identifier.urihttps://kops.uni-konstanz.de/handle/123456789/70945
dc.language.isoeng
dc.rightsterms-of-use
dc.rights.urihttps://rightsstatements.org/page/InC/1.0/
dc.subjectOptimal control
dc.subjectOptimal dosing
dc.subjectDose optimization
dc.subjectTherapeutic goal
dc.subjectPharmacometrics
dc.subject.ddc510
dc.titleComputing optimal drug dosing with OptiDose : implementation in NONMEMeng
dc.typeJOURNAL_ARTICLE
dspace.entity.typePublication
kops.citation.bibtex
@article{Bachmann2023-06Compu-70945,
  title={Computing optimal drug dosing with OptiDose : implementation in NONMEM},
  year={2023},
  doi={10.1007/s10928-022-09840-w},
  number={3},
  volume={50},
  issn={1567-567X},
  journal={Journal of Pharmacokinetics and Pharmacodynamics},
  pages={173--188},
  author={Bachmann, Freya and Koch, Gilbert and Bauer, Robert J. and Steffens, Britta and Szinnai, Gabor and Pfister, Marc and Schropp, Johannes}
}
kops.citation.iso690BACHMANN, Freya, Gilbert KOCH, Robert J. BAUER, Britta STEFFENS, Gabor SZINNAI, Marc PFISTER, Johannes SCHROPP, 2023. Computing optimal drug dosing with OptiDose : implementation in NONMEM. In: Journal of Pharmacokinetics and Pharmacodynamics. Springer. 2023, 50(3), S. 173-188. ISSN 1567-567X. eISSN 1573-8744. Verfügbar unter: doi: 10.1007/s10928-022-09840-wdeu
kops.citation.iso690BACHMANN, Freya, Gilbert KOCH, Robert J. BAUER, Britta STEFFENS, Gabor SZINNAI, Marc PFISTER, Johannes SCHROPP, 2023. Computing optimal drug dosing with OptiDose : implementation in NONMEM. In: Journal of Pharmacokinetics and Pharmacodynamics. Springer. 2023, 50(3), pp. 173-188. ISSN 1567-567X. eISSN 1573-8744. Available under: doi: 10.1007/s10928-022-09840-weng
kops.citation.rdf
<rdf:RDF
    xmlns:dcterms="http://purl.org/dc/terms/"
    xmlns:dc="http://purl.org/dc/elements/1.1/"
    xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#"
    xmlns:bibo="http://purl.org/ontology/bibo/"
    xmlns:dspace="http://digital-repositories.org/ontologies/dspace/0.1.0#"
    xmlns:foaf="http://xmlns.com/foaf/0.1/"
    xmlns:void="http://rdfs.org/ns/void#"
    xmlns:xsd="http://www.w3.org/2001/XMLSchema#">
  <rdf:Description rdf:about="https://kops.uni-konstanz.de/server/rdf/resource/123456789/70945">
    <void:sparqlEndpoint rdf:resource="http://localhost/fuseki/dspace/sparql"/>
    <dc:contributor>Steffens, Britta</dc:contributor>
    <dc:contributor>Koch, Gilbert</dc:contributor>
    <dc:creator>Steffens, Britta</dc:creator>
    <dc:creator>Szinnai, Gabor</dc:creator>
    <bibo:uri rdf:resource="https://kops.uni-konstanz.de/handle/123456789/70945"/>
    <foaf:homepage rdf:resource="http://localhost:8080/"/>
    <dc:language>eng</dc:language>
    <dc:contributor>Pfister, Marc</dc:contributor>
    <dspace:isPartOfCollection rdf:resource="https://kops.uni-konstanz.de/server/rdf/resource/123456789/39"/>
    <dcterms:available rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime"
    >2024-10-09T11:09:58Z</dcterms:available>
    <dcterms:issued>2023-06</dcterms:issued>
    <dc:contributor>Bachmann, Freya</dc:contributor>
    <dc:creator>Koch, Gilbert</dc:creator>
    <dcterms:rights rdf:resource="https://rightsstatements.org/page/InC/1.0/"/>
    <dspace:hasBitstream rdf:resource="https://kops.uni-konstanz.de/bitstream/123456789/70945/1/Bachmann_2-1ncijbemmdn3v6.pdf"/>
    <dcterms:hasPart rdf:resource="https://kops.uni-konstanz.de/bitstream/123456789/70945/1/Bachmann_2-1ncijbemmdn3v6.pdf"/>
    <dc:contributor>Schropp, Johannes</dc:contributor>
    <dc:creator>Bauer, Robert J.</dc:creator>
    <dcterms:abstract>Determining a drug dosing recommendation with a PKPD model can be a laborious and complex task. Recently, an optimal dosing algorithm (OptiDose) was developed to compute the optimal doses for any pharmacometrics/PKPD model for a given dosing scenario. In the present work, we reformulate the underlying optimal control problem and elaborate how to solve it with standard commands in the software NONMEM. To demonstrate the potential of the OptiDose implementation in NONMEM, four relevant but substantially different optimal dosing tasks are solved. In addition, the impact of different dosing scenarios as well as the choice of the therapeutic goal on the computed optimal doses are discussed.</dcterms:abstract>
    <dc:creator>Bachmann, Freya</dc:creator>
    <dcterms:isPartOf rdf:resource="https://kops.uni-konstanz.de/server/rdf/resource/123456789/39"/>
    <dc:contributor>Szinnai, Gabor</dc:contributor>
    <dc:contributor>Bauer, Robert J.</dc:contributor>
    <dc:date rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime"
    >2024-10-09T11:09:58Z</dc:date>
    <dc:creator>Pfister, Marc</dc:creator>
    <dc:creator>Schropp, Johannes</dc:creator>
    <dc:rights>terms-of-use</dc:rights>
    <dcterms:title>Computing optimal drug dosing with OptiDose : implementation in NONMEM</dcterms:title>
  </rdf:Description>
</rdf:RDF>
kops.description.openAccessopenaccessgreen
kops.flag.isPeerReviewedtrue
kops.flag.knbibliographytrue
kops.identifier.nbnurn:nbn:de:bsz:352-2-1ncijbemmdn3v6
kops.sourcefieldJournal of Pharmacokinetics and Pharmacodynamics. Springer. 2023, <b>50</b>(3), S. 173-188. ISSN 1567-567X. eISSN 1573-8744. Verfügbar unter: doi: 10.1007/s10928-022-09840-wdeu
kops.sourcefield.plainJournal of Pharmacokinetics and Pharmacodynamics. Springer. 2023, 50(3), S. 173-188. ISSN 1567-567X. eISSN 1573-8744. Verfügbar unter: doi: 10.1007/s10928-022-09840-wdeu
kops.sourcefield.plainJournal of Pharmacokinetics and Pharmacodynamics. Springer. 2023, 50(3), pp. 173-188. ISSN 1567-567X. eISSN 1573-8744. Available under: doi: 10.1007/s10928-022-09840-weng
relation.isAuthorOfPublication1d5a05fa-fb99-4245-b77e-181403e55446
relation.isAuthorOfPublication0a595ea2-787a-4f29-89e4-1df852a4e1cf
relation.isAuthorOfPublication2782ff47-dd74-4851-80c2-af7e6d86c76b
relation.isAuthorOfPublication0e1876e3-4b19-40a6-84fb-892cc5c830a8
relation.isAuthorOfPublication.latestForDiscovery1d5a05fa-fb99-4245-b77e-181403e55446
source.bibliographicInfo.fromPage173
source.bibliographicInfo.issue3
source.bibliographicInfo.toPage188
source.bibliographicInfo.volume50
source.identifier.eissn1573-8744
source.identifier.issn1567-567X
source.periodicalTitleJournal of Pharmacokinetics and Pharmacodynamics
source.publisherSpringer

Dateien

Originalbündel

Gerade angezeigt 1 - 1 von 1
Vorschaubild nicht verfügbar
Name:
Bachmann_2-1ncijbemmdn3v6.pdf
Größe:
1.89 MB
Format:
Adobe Portable Document Format
Bachmann_2-1ncijbemmdn3v6.pdf
Bachmann_2-1ncijbemmdn3v6.pdfGröße: 1.89 MBDownloads: 1