Kinetic modeling of tumor growth and dissemination in the craniospinal axis

Implications for craniospinal irradiation

Jeffrey J. Meyer, Lawrence B. Marks, Edward C. Halperin, John P. Kirkpatrick

Research output: Contribution to journalArticle

1 Citation (Scopus)

Abstract

Background: Medulloblastoma and other types of tumors that gain access to the cerebrospinal fluid can spread throughout the craniospinal axis. The purpose of this study was to devise a simple multi-compartment kinetic model using established tumor cell growth and treatment sensitivity parameters to model the complications of this spread as well as the impact of treatment with craniospinal radiotherapy. Methods: A two-compartment mathematical model was constructed. Rate constants were derived from previously published work and the model used to predict outcomes for various clinical scenarios. Results: The model is simple and with the use of known and estimated clinical parameters is consistent with known clinical outcomes. Treatment outcomes are critically dependent upon the duration of the treatment break and the radiosensitivity of the tumor. Cross-plot analyses serve as an estimate of likelihood of cure as a function of these and other factors. Conclusion: The model accurately describes known clinical outcomes for patients with medulloblastoma. It can help guide treatment decisions for radiation oncologists treating patients with this disease. Incorporation of other treatment modalities, such as chemotherapy, that enhance radiation sensitivity and/or reduce tumor burden, are predicted to significantly increase the probability of cure.

Original languageEnglish (US)
Article number48
JournalRadiation Oncology
Volume1
Issue number1
DOIs
StatePublished - Dec 22 2006

Fingerprint

Craniospinal Irradiation
Growth
Medulloblastoma
Radiation Tolerance
Neoplasms
Therapeutics
Tumor Burden
Cerebrospinal Fluid
Theoretical Models
Radiotherapy
Drug Therapy

ASJC Scopus subject areas

  • Oncology
  • Radiology Nuclear Medicine and imaging
  • Medicine(all)

Cite this

Kinetic modeling of tumor growth and dissemination in the craniospinal axis : Implications for craniospinal irradiation. / Meyer, Jeffrey J.; Marks, Lawrence B.; Halperin, Edward C.; Kirkpatrick, John P.

In: Radiation Oncology, Vol. 1, No. 1, 48, 22.12.2006.

Research output: Contribution to journalArticle

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