Literature DB >> 18006845

Probabilistic modeling of DNA mismatch repair effects on cell cycle dynamics and iododeoxyuridine-DNA incorporation.

Evren Gurkan1, Jane E Schupp, Mohammad A Aziz, Timothy J Kinsella, Kenneth A Loparo.   

Abstract

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.

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Year:  2007        PMID: 18006845     DOI: 10.1158/0008-5472.CAN-07-0966

Source DB:  PubMed          Journal:  Cancer Res        ISSN: 0008-5472            Impact factor:   12.701


  5 in total

1.  Mathematical modeling to distinguish cell cycle arrest and cell killing in chemotherapeutic concentration response curves.

Authors:  Salaheldin S Hamed; Charles M Roth
Journal:  J Pharmacokinet Pharmacodyn       Date:  2011-04-27       Impact factor: 2.745

2.  Analysis of cell cycle dynamics using probabilistic cell cycle models.

Authors:  Evren Gurkan-Cavusoglu; Jane E Schupp; Timothy J Kinsella; Kenneth A Loparo
Journal:  Conf Proc IEEE Eng Med Biol Soc       Date:  2011

3.  Quantitative analysis of the effects of iododeoxyuridine and ionising radiation treatment on the cell cycle dynamics of DNA mismatch repair deficient human colorectal cancer cells.

Authors:  Evren Gurkan-Cavusoglu; Jane E Schupp; Timothy J Kinsella; Kenneth A Loparo
Journal:  IET Syst Biol       Date:  2013-08-01       Impact factor: 1.615

4.  A rapid, simple DNA mismatch repair substrate construction method.

Authors:  Weinan Du; Timothy J Kinsella
Journal:  Front Oncol       Date:  2011-06-06       Impact factor: 6.244

5.  Integration of Principles of Systems Biology and Radiation Biology: Toward Development of in silico Models to Optimize IUdR-Mediated Radiosensitization of DNA Mismatch Repair Deficient (Damage Tolerant) Human Cancers.

Authors:  Timothy J Kinsella; Evren Gurkan-Cavusoglu; Weinan Du; Kenneth A Loparo
Journal:  Front Oncol       Date:  2011-08-10       Impact factor: 6.244

  5 in total

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