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Cancer Research 67, 10993, November 15, 2007. doi: 10.1158/0008-5472.CAN-07-0966
© 2007 American Association for Cancer Research

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Experimental Therapeutics, Molecular Targets, and Chemical Biology

Probabilistic Modeling of DNA Mismatch Repair Effects on Cell Cycle Dynamics and Iododeoxyuridine-DNA Incorporation

Evren Gurkan1, Jane E. Schupp2, Mohammad A. Aziz2, Timothy J. Kinsella2 and Kenneth A. Loparo1

Departments of 1 Electrical Engineering and Computer Science and 2 Radiation Oncology and the Case Integrative Cancer Biology Program, Case Western Reserve University, and University Hospitals Case Medical Center, Cleveland, Ohio

Requests for reprints: Timothy J. Kinsella, Department of Radiation Oncology, LTR6068, University Hospitals Case Medical Center, 11100 Euclid Avenue, Cleveland, OH 44106-6068. Phone: 216-844-2530; Fax: 216-844-4799; E-mail: timothy.kinsella{at}UHhospitals.org.

Previous studies in our laboratory have described increased and preferential radiosensitization of mismatch repair-deficient (MMR) HCT116 colon cancer cells with 5-iododeoxyuridine (IUdR). Indeed, our studies showed that MMR is involved in the repair (removal) of IUdR-DNA, principally the G:IU mispair. Consequently, we have shown that MMR cells incorporate 25% to 42% more IUdR than MMR+ cells, and that IUdR and ionizing radiation (IR) interact to produce up to 3-fold greater cytotoxicity in MMR cells. The present study uses the integration of probabilistic mathematical models and experimental data on MMR versus MMR+ cells to describe the effects of IUdR incorporation upon the cell cycle for the purpose of increasing IUdR-mediated radiosensitivity in MMR cells. Two computational models have been developed. The first is a stochastic model of the progression of cell cycle states, which is applied to experimental data for two synchronized isogenic MMR+ and MMR colon cancer cell lines treated with and without IUdR. The second model defines the relation between the percentage of cells in the different cell cycle states and the corresponding IUdR-DNA incorporation at a particular time point. These models can be combined to predict IUdR-DNA incorporation at any time in the cell cycle. These mathematical models will be modified and used to maximize therapeutic gain in MMR tumors versus MMR+ normal tissues by predicting the optimal dose of IUdR and optimal timing for IR treatment to increase the synergistic action using xenograft models and, later, in clinical trials. [Cancer Res 2007;67(22):10993–11000]




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T. J. Kinsella
Coordination of DNA Mismatch Repair and Base Excision Repair Processing of Chemotherapy and Radiation Damage for Targeting Resistant Cancers
Clin. Cancer Res., March 15, 2009; 15(6): 1853 - 1859.
[Abstract] [Full Text] [PDF]




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Copyright © 2007 by the American Association for Cancer Research.