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Updated: Jun 8, 2026

Assessment of Resistance to Tyrosine Kinase Inhibitors by an Interrogation of Signal Transduction Pathways by Antibody Arrays
Published on: September 19, 2018
Moving towards dose individualization of tyrosine kinase inhibitors
Heinz-Josef Klümpen1, Caroline F Samer, Ron H J Mathijssen
1Department of Medical Oncology, Academic Medical Center, University of Amsterdam, 1100DD Amsterdam, The Netherlands. h.klumpen@amc.uva.nl
Abstract:
Molecular targeted therapies with tyrosine kinase inhibitors (TKIs) have been a recent breakthrough in cancer treatment. These small molecules are mainly used at a fixed dose ignoring the possible need for dose individualization. Fixed dosing may indeed result in suboptimal treatment or excessive toxicity considering the high inter-individual variability in the pharmacokinetics (PK) of these therapies. The PK, toxicity and efficacy of ten commonly used molecular targeted anti-cancer therapies were reviewed in order to optimize their prescription. A wide interpatient variability in the pharmacokinetics of these small molecules is demonstrated. Moreover associations between certain toxicities and the treatment efficacy have also been demonstrated for some agents, such as erlotinib and skin rash, that may be used as a surrogate marker. Other biomarkers intended to substitute for a clinical endpoint have been described for some TKIs and may be useful for dose individualization. Promising alternatives to fixed dosing were explored such as therapeutic drug monitoring, genotype and phenotype adjusted dosing, and toxicity-adjusted dosing. Prospective studies are needed to validate these methods so that dosing algorithms may be developed in the near future in order to personalize therapeutics to the individual needs of each cancer patient.
Insights
Molecular targeted therapies like tyrosine kinase inhibitors (TKIs) show variable patient responses. Individualizing TKI doses based on pharmacokinetics and biomarkers could improve cancer treatment efficacy and reduce toxicity.
Area of Science:
- Oncology
- Pharmacology
- Biomarkers
Background:
- Molecular targeted therapies, particularly tyrosine kinase inhibitors (TKIs), represent a significant advance in cancer treatment.
- Current practice predominantly uses fixed dosing for TKIs, potentially leading to suboptimal outcomes due to high inter-individual variability in pharmacokinetics (PK).
Purpose of the Study:
- To review the pharmacokinetics, toxicity, and efficacy of ten common TKIs.
- To explore strategies for optimizing TKI prescription and dose individualization.
Main Methods:
- Systematic review of pharmacokinetic, toxicity, and efficacy data for ten commonly used TKIs.
- Analysis of associations between toxicity, efficacy, and potential biomarkers.
Main Results:
- Significant interpatient variability in TKI pharmacokinetics was confirmed.
- Certain toxicities (e.g., skin rash with erlotinib) may serve as efficacy surrogate markers.
- Biomarkers for dose individualization and alternative dosing strategies (TDM, genotype/phenotype, toxicity-adjusted) were identified.
Conclusions:
- Fixed dosing of TKIs may not be optimal due to PK variability.
- Dose individualization using therapeutic drug monitoring, biomarkers, or toxicity-guided approaches holds promise for personalized cancer therapy.
- Prospective studies are required to validate these personalized dosing strategies and develop dosing algorithms.
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