PK-DB: pharmacokinetics database for individualized and stratified computational modeling

被引:18
作者
Grzegorzewski, Jan [1 ]
Brandhorst, Janosch [1 ]
Green, Kathleen [2 ]
Eleftheriadou, Dimitra [1 ]
Duport, Yannick [3 ]
Barthorscht, Florian [1 ]
Koeller, Adrian [1 ]
Ke, Danny Yu Jia [4 ]
De Angelis, Sara [5 ]
Koenig, Matthias [1 ]
机构
[1] Humboldt Univ, Inst Theoret Biol, Invalidenstr 110, D-10115 Berlin, Germany
[2] Univ Stellenbosch, Dept Biochem, Van der Byl St, ZA-7600 Stellenbosch, South Africa
[3] Free Univ Berlin, Dept Math & Comp Sci, Arnimallee 14, D-14195 Berlin, Germany
[4] Univ Ottawa, Dept Biol, Ottawa, ON, Canada
[5] Kings Coll London, Dept Biomed Engn & Imaging Sci, London, England
关键词
CAFFEINE ELIMINATION; POPULATION PHARMACOKINETICS; CODEINE;
D O I
10.1093/nar/gkaa990
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
A multitude of pharmacokinetics studies have been published. However, due to the lack of an open database, pharmacokinetics data, as well as the corresponding meta-information, have been difficult to access. We present PK-DB (https://pk-db.com), an open database for pharmacokinetics information from clinical trials. PK-DB provides curated information on (i) characteristics of studied patient cohorts and subjects (e.g. age, bodyweight, smoking status, genetic variants); (ii) applied interventions (e.g. dosing, substance, route of application); (iii) pharmacokinetic parameters (e.g. clearance, half-life, area under the curve) and (iv) measured pharmacokinetic time-courses. Key features are the representation of experimental errors, the normalization of measurement units, annotation of information to biological ontologies, calculation of pharmacokinetic parameters from concentration-time profiles, a workflow for collaborative data curation, strong validation rules on the data, computational access via a REST API as well as human access via a web interface. PK-DB enables meta-analysis based on data from multiple studies and data integration with computational models. A special focus lies onmeta-data relevant for individualized and stratified computational modeling with methods like physiologically based pharmacokinetic (PBPK), pharmacokinetic/pharmacodynamic (PK/PD), or population pharmacokinetic (pop PK) modeling.
引用
收藏
页码:D1358 / D1364
页数:7
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