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Integration of DNA sequencing with population pharmacokinetics to improve the prediction of irinotecan exposure in cancer patients
- Source :
- British Journal of Cancer, 126(4), 640-651. Nature Publishing Group, Br J Cancer
- Publication Year :
- 2022
-
Abstract
- Background: Irinotecan (CPT-11) is an anticancer agent widely used to treat adult solid tumours. Large interindividual variability in the clearance of irinotecan and SN-38, its active and toxic metabolite, results in highly unpredictable toxicity. Methods: In 217 cancer patients treated with intravenous irinotecan single agent or in combination, germline DNA was used to interrogate the variation in 84 genes by next-generation sequencing. A stepwise analytical framework including a population pharmacokinetic model with SNP- and gene-based testing was used to identify demographic/clinical/genetic factors that influence the clearance of irinotecan and SN-38. Results: Irinotecan clearance was influenced by rs4149057 in SLCO1B1, body surface area, and co-administration of 5-fluorouracil/leucovorin/bevacizumab. SN-38 clearance was influenced by rs887829 in UGT1A1, pre-treatment total bilirubin, and EGFR rare variant burden. Within each UGT1A1 genotype group, elevated pre-treatment total bilirubin and/or presence of at least one rare variant in EGFR resulted in significantly lower SN-38 clearance. The model reduced the interindividual variability in irinotecan clearance from 38 to 34% and SN-38 clearance from 49 to 32%. Conclusions: This new model significantly reduced the interindividual variability in the clearance of irinotecan and SN-38. New genetic factors of variability in clearance have been identified.
- Subjects :
- Oncology
Adult
Male
Cancer Research
medicine.medical_specialty
Bevacizumab
Pharmacogenomic Variants
Bilirubin
Population
Irinotecan
Polymorphism, Single Nucleotide
Article
chemistry.chemical_compound
Pharmacokinetics
SDG 3 - Good Health and Well-being
Internal medicine
Neoplasms
Genotype
Antineoplastic Combined Chemotherapy Protocols
medicine
Humans
Glucuronosyltransferase
education
Aged
Aged, 80 and over
education.field_of_study
Clinical Trials as Topic
biology
business.industry
Liver-Specific Organic Anion Transporter 1
Cancer
High-Throughput Nucleotide Sequencing
Sequence Analysis, DNA
Middle Aged
medicine.disease
digestive system diseases
ErbB Receptors
chemistry
biology.protein
Administration, Intravenous
Female
business
SLCO1B1
medicine.drug
Subjects
Details
- Language :
- English
- ISSN :
- 00070920
- Database :
- OpenAIRE
- Journal :
- British Journal of Cancer, 126(4), 640-651. Nature Publishing Group, Br J Cancer
- Accession number :
- edsair.doi.dedup.....62ea219d07ad99d5cc228e98f7bdd0c6