TY - JOUR
T1 - Mathematical modeling to distinguish cell cycle arrest and cell killing in chemotherapeutic concentration response curves
AU - Hamed, Salaheldin S.
AU - Roth, Charles M.
N1 - Funding Information:
Acknowledgments Funding support was provided by the Charles and Johanna Busch Memorial Fund and an NSF IGERT Fellowship (DGE 0333196) to SH. We thank Debrabata Banerjee for advice on generating resistance and Ioannis Androulakis for a discussion on parameter estimation. We thank Theresa Choi at the Flow Cytometry Lab at EOHSI for help with ModFit for cell cycle phase quantitation.
PY - 2011/6
Y1 - 2011/6
N2 - Concentration response experiments are utilized widely to characterize the response of tumor cell lines to chemotherapeutic drugs, but the assay methods are non-standardized and their analysis based on phenomenological equations. To provide a framework for better interpretation of these experiments, we have developed a mathematical model in which progression through the tumor cell cycle is inhibited by drug treatment via either cell cycle arrest or entrance into cell death pathways. By fitting concentration response data, preferably over a dynamic range, the contributions of these mechanisms can be delineated. The model was shown to fit well experimental data for three glioma cell lines treated with either carmustine or etoposide. In each cell line, the major mechanism of tumor cell inhibition was cell death for carmustine in contrast to cell cycle arrest for etoposide. The model also provides a possible interpretation for the acquired in vitro resistance of U87 cells to carmustine as an accelerated desensitization to cell killing effects. This approach will aid in understanding better the action of chemotherapeutic agents on tumor cells.
AB - Concentration response experiments are utilized widely to characterize the response of tumor cell lines to chemotherapeutic drugs, but the assay methods are non-standardized and their analysis based on phenomenological equations. To provide a framework for better interpretation of these experiments, we have developed a mathematical model in which progression through the tumor cell cycle is inhibited by drug treatment via either cell cycle arrest or entrance into cell death pathways. By fitting concentration response data, preferably over a dynamic range, the contributions of these mechanisms can be delineated. The model was shown to fit well experimental data for three glioma cell lines treated with either carmustine or etoposide. In each cell line, the major mechanism of tumor cell inhibition was cell death for carmustine in contrast to cell cycle arrest for etoposide. The model also provides a possible interpretation for the acquired in vitro resistance of U87 cells to carmustine as an accelerated desensitization to cell killing effects. This approach will aid in understanding better the action of chemotherapeutic agents on tumor cells.
KW - Cell cycle
KW - Chemotherapeutic resistance
KW - Glioma
KW - Mathematical model
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U2 - 10.1007/s10928-011-9199-z
DO - 10.1007/s10928-011-9199-z
M3 - Article
C2 - 21523388
AN - SCOPUS:79956194002
SN - 1567-567X
VL - 38
SP - 385
EP - 403
JO - Journal of Pharmacokinetics and Pharmacodynamics
JF - Journal of Pharmacokinetics and Pharmacodynamics
IS - 3
ER -