Improving Cancer Therapy by Doxorubicin and Granulocyte Colony-Stimulating Factor: Insights from a Computerized Model of Human Granulopoiesis

Neutropenia is a significant dose-limiting toxicity of cancer chemotherapy, especially in dose-intensified regimens. It is widely treated by injections of Granulocyte Colony-Stimulating Factor (G-CSF). However, optimal schedules of G-CSF administration are still not determined. In order to aid in identifying more efficacious and less neutropenic treatment protocols, we studied a detailed physiologically-based computer model of granulopoiesis, as affected by different treatment schedules of doxorubicin and/or Granulocyte Colony-Stimulating Factor (G-CSF). We validated the model as evident from accurate prediction of clinical data on human granulopoiesis in healthy individuals and in doxorubicin-treated cancer patients, with or without G-CSF support. Based on our model, we suggest new G-CSF administration regimens. These regimens include reduced G-CSF doses, optimally timed post-chemotherapy. Application of these regimens can lead to minimization of G-CSF side effects, as well as more cost-effective and less myelotoxic protocols. Currently clinical trials are being designed in order to test these new treatment regimens.

[1]  D. Anderson,et al.  Algorithms for minimization without derivatives , 1974 .

[2]  H. Kantarjian,et al.  Comparison of two different schedules of granulocyte–colony‐stimulating factor during treatment for acute lymphocytic leukemia with a hyper‐CVAD (cyclophosphamide, doxorubicin, vincristine, and dexamethasone) regimen , 2002, Cancer.

[3]  H. Garewal,et al.  The impact of Filgrastim schedule variation on hematopoietic recovery post-chemotherapy. , 1997, Annals of oncology : official journal of the European Society for Medical Oncology.

[4]  L. Norton,et al.  The Norton-Simon hypothesis revisited. , 1986, Cancer treatment reports.

[5]  B. Coiffier Increasing chemotherapy intensity in aggressive lymphomas: a renewal? , 2003, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[6]  Yuri Kogan,et al.  Intensifled Doxorubicin-Based Regimen E-cacy in Residual Non-Hodgkin's Lymphoma Disease: Towards a Computationally Supported Treatment Improvement , 2007 .

[7]  Hryniuk Wm Average relative dose intensity and the impact on design of clinical trials. , 1987, Seminars in oncology.

[8]  T. Kwok,et al.  The relationship between tumour geometry and the response of tumour cells to cytotoxic drugs — An in vitro study using EMT6 multicellular spheroids , 1985, International journal of cancer.

[9]  F. A. Seiler,et al.  Numerical Recipes in C: The Art of Scientific Computing , 1989 .

[10]  Z. Agur,et al.  The complex effect of granulocyte colony-stimulating factor on human granulopoiesis analyzed by a new physiologically-based mathematical model. , 2005, Journal of theoretical biology.

[11]  L. Goodman,et al.  The Pharmacological Basis of Therapeutics , 1941 .

[12]  I. Näslund,et al.  Pharmacokinetic study of i.v. infusions of adriamycin. , 1985, European journal of clinical pharmacology.

[13]  Barbara L. Smith,et al.  Randomized trial of dose-dense versus conventionally scheduled and sequential versus concurrent combination chemotherapy as postoperative adjuvant treatment of node-positive primary breast cancer: first report of Intergroup Trial C9741/Cancer and Leukemia Group B Trial 9741. , 2003, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[14]  A Howell,et al.  The kinetics of human granulopoiesis following treatment with granulocyte colony-stimulating factor in vivo. , 1989, Proceedings of the National Academy of Sciences of the United States of America.

[15]  R. Thomas,et al.  Impact of neutropenia on delivering planned adjuvant chemotherapy: UK audit of primary breast cancer patients , 2003, British Journal of Cancer.

[16]  Priv.-Doz. Dr. Hans-Peter Lohrmann,et al.  Recent Results in Cancer Research , 2011 .

[17]  A. Howell,et al.  The use of granulocyte colony-stimulating factor to increase the intensity of treatment with doxorubicin in patients with advanced breast and ovarian cancer. , 1989, British Journal of Cancer.

[18]  I. Näslund,et al.  Pharmacokinetic study of IV infusions of adriamycin , 2004, European Journal of Clinical Pharmacology.

[19]  Y. Sugiyama,et al.  Pharmacokinetics and pharmacodynamics of a recombinant human granulocyte colony-stimulating factor. , 1996, Drug metabolism reviews.

[20]  G. Koumakis,et al.  Optimal Timing (Preemptive versus Supportive) of Granulocyte Colony-Stimulating Factor Administration following High-Dose Cyclophosphamide , 1999, Oncology.

[21]  William H. Press,et al.  The Art of Scientific Computing Second Edition , 1998 .

[22]  K. Hara,et al.  Optimal schedule for administering granulocyte colony-stimulating factor in chemotherapy-induced neutropenia in non-small-cell lung cancer , 1996, Cancer Chemotherapy and Pharmacology.