Modelling chemotherapy effects on granulopoiesis.

Abstract:

BACKGROUND: Although the growth-factor G-CSF is widely used to prevent granulotoxic side effects of cytotoxic chemotherapies, its optimal use is still unknown since treatment outcome depends on many parameters such as dosing and timing of chemotherapies, pharmaceutical derivative of G-CSF used and individual risk factors. We showed in the past that a pharmacokinetic and -dynamic model of G-CSF and human granulopoiesis can be used to predict the performance of yet untested G-CSF schedules. However, only a single chemotherapy was considered so far. RESULTS: Model assumptions proved to be feasible in explaining granulotoxicity of 10 different chemotherapeutic drugs or drug-combinations applied in 33 different schedules with and without G-CSF. Risk groups of granulotoxicity were traced back to differences in toxicity parameters. CONCLUSION: We established a comprehensive model of combined G-CSF and chemotherapy action in humans which allows us to predict and compare the outcome of alternative G-CSF schedules. We aim to apply the model in different clinical contexts to optimize and individualize G-CSF treatment.

LHA-ID: 7YDCH7VYMC-9

PubMed ID: 25539928

Projects: German Lymphoma Alliance (GLA)

Publication type: Not specified

Journal: BMC Syst Biol

Human Diseases: Leukopenia

Citation: BMC Syst Biol. 2014 Dec 24;8:138. doi: 10.1186/s12918-014-0138-7.

Date Published: 24th Dec 2014

Registered Mode: by PubMed ID

Authors: S. Schirm, C. Engel, M. Loeffler, M. Scholz

Help
help Creator
Creators
Not specified
Submitter
Activity

Views: 351

Created: 11th Oct 2019 at 09:52

Last updated: 11th Oct 2019 at 09:55

help Attributions

None

Related items

Powered by
(v.1.10.0)
Copyright © 2008 - 2020 The University of Manchester and HITS gGmbH
Institute for Medical Informatics, Statistics and Epidemiology, University of Leipzig