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Evaluation of pharmacogenomics and hepatic nuclear imaging-related covariates by population pharmacokinetic models of irinotecan and its metabolites.
- Source :
-
European journal of clinical pharmacology [Eur J Clin Pharmacol] 2022 Jan; Vol. 78 (1), pp. 53-64. Date of Electronic Publication: 2021 Sep 04. - Publication Year :
- 2022
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Abstract
- Background: Body surface area (BSA)-based dosing of irinotecan (IR) does not account for its pharmacokinetic (PK) and pharmacodynamic (PD) variabilities. Functional hepatic nuclear imaging (HNI) and excretory/metabolic/PD pharmacogenomics have shown correlations with IR disposition and toxicity/efficacy. This study reports the development of a nonlinear mixed-effect population model to identify pharmacogenomic and HNI-related covariates that impact on IR disposition to support dosage optimization.<br />Methods: Patients had advanced colorectal cancer treated with IR combination therapy. Baseline blood was analysed by Affymetrix DMET™ Plus Array and, for PD, single nucleotide polymorphisms (SNPs) by Sanger sequencing. For HNI, patients underwent <superscript>99m</superscript> Tc-IDA hepatic imaging, and data was analysed for hepatic extraction/excretion parameters. Blood was taken for IR and metabolite (SN38, SN38G) analysis on day 1 cycle 1. Population modelling utilised NONMEM version 7.2.0, with structural PK models developed for each moiety. Covariates include patient demographics, HNI parameters and pharmacogenomic variants.<br />Results: Analysis included (i) PK data: 32 patients; (ii) pharmacogenomic data: 31 patients: 750 DMET and 22 PD variants; and (iii) HNI data: 32 patients. On initial analysis, overall five SNPs were identified as significant covariates for CL <subscript>SN38</subscript> . Only UGT1A3&#95;c.31 T > C and ABCB1&#95;c.3435C > T were included in the final model, whereby CL <subscript>SN38</subscript> reduced from 76.8 to 55.1%.<br />Conclusion: The identified UGT1A3&#95;c.31 T > C and ABCB1&#95;c.3435C > T variants, from wild type to homozygous, were included in the final model for SN38 clearance.<br /> (© 2021. The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature.)
- Subjects :
- ATP Binding Cassette Transporter, Subfamily B genetics
Antineoplastic Combined Chemotherapy Protocols therapeutic use
Australia
Colorectal Neoplasms pathology
Genotype
Humans
Irinotecan therapeutic use
Liver diagnostic imaging
Models, Biological
Neoplasm Metastasis
Pharmacogenetics
Pharmacogenomic Variants
Polymorphism, Single Nucleotide
Prospective Studies
Topoisomerase I Inhibitors therapeutic use
Colorectal Neoplasms drug therapy
Glucuronosyltransferase genetics
Irinotecan pharmacokinetics
Liver metabolism
Topoisomerase I Inhibitors pharmacokinetics
Subjects
Details
- Language :
- English
- ISSN :
- 1432-1041
- Volume :
- 78
- Issue :
- 1
- Database :
- MEDLINE
- Journal :
- European journal of clinical pharmacology
- Publication Type :
- Academic Journal
- Accession number :
- 34480602
- Full Text :
- https://doi.org/10.1007/s00228-021-03206-w