1. Personalising docetaxel and G-CSF schedules in cancer patients by a clinically validated computational model.
- Author
-
Vainas, O, Ariad, S, Amir, O, Mermershtain, W, Vainstein, V, Kleiman, M, Inbar, O, Ben-Av, R, Mukherjee, A, Chan, S, and Agur, Z
- Subjects
DOCETAXEL ,COLONY-stimulating factors (Physiology) ,NEUTROPENIA ,DATA analysis ,PHARMACODYNAMICS ,PHARMACOKINETICS ,MATHEMATICAL models - Abstract
Background:This study was aimed to develop a new method for personalising chemotherapeutic and granulocyte colony-stimulating factor (G-CSF) combined schedules, and use it for suggesting efficacious chemotherapy with reduced neutropenia.Methods:Clinical data from 38 docetaxel (Doc)-treated metastatic breast cancer patients were employed for validating a new pharmacokinetic/pharmacodynamics model for Doc, combined with a mathematical model for granulopoiesis. An optimisation procedure was constructed and used for selecting improved treatment schedules.Results:The combined model accurately predicted observed nadir timing (r=0.99), grade 3 or 4 neutropenia (86% success) and neutrophil counts over time in individual patients (r=0.63), and showed robustness to CYP3A-induced variability in Doc clearance. For average patients, the predicted optimal support for the standard chemotherapy regimen, Doc 100 μg m
−2 tri-weekly, is G-CSF, 300 μg, Q1D × 3, starting day 7 post-Doc. This regimen largely moderates chemotherapy-induced neutrophil nadir and neutropenia duration. The more intensive Doc dose, 150 mg m−2 , is optimally supported by the slightly less cost-effective G-CSF 300 μg, Q1D × 4, 5 days post-Doc. The latter regimen is optimal for borderline patients (2000 neutrophils per μl) under Doc, 100-150 mg m−2 tri-weekly.Conclusions:The new computational method can serve for tailoring efficacious cytotoxic and supportive treatments, minimising side effects to individual patients. Prospective clinical validation is warranted. [ABSTRACT FROM AUTHOR]- Published
- 2012
- Full Text
- View/download PDF