Personalising docetaxel and G-CSF schedules in cancer patients by a clinically validated computational model.

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.

journal_name

Br J Cancer

authors

Vainas O,Ariad S,Amir O,Mermershtain W,Vainstein V,Kleiman M,Inbar O,Ben-Av R,Mukherjee A,Chan S,Agur Z

doi

10.1038/bjc.2012.316

subject

Has Abstract

pub_date

2012-08-21 00:00:00

pages

814-22

issue

5

eissn

0007-0920

issn

1532-1827

pii

bjc2012316

journal_volume

107

pub_type

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