Pharmacodynamic modeling of cell cycle and apoptotic effects of gemcitabine on pancreatic adenocarcinoma cells

被引:50
作者
Hamed, Salaheldin S. [1 ]
Straubinger, Robert M. [1 ]
Jusko, William J. [1 ]
机构
[1] SUNY Buffalo, Dept Pharmaceut Sci, Sch Pharm & Pharmaceut Sci, Buffalo, NY 14214 USA
基金
美国国家卫生研究院;
关键词
Modeling; Gemcitabine; Cell cycle; Cytotoxicity; Pharmacodynamics; MATHEMATICAL-MODEL; GLIOMA-CELLS; CANCER; CHEMOTHERAPY; GROWTH; INHIBITION; EFFICACY;
D O I
10.1007/s00280-013-2226-6
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
The standard of care for treating patients with pancreatic adenocarcinomas includes gemcitabine (2',2'-difluorodeoxycytidine). Gemcitabine primarily elicits its response by stalling the DNA replication forks of cells in the S phase of the cell cycle. To provide a quantitative framework for characterizing the cell cycle and apoptotic effects of gemcitabine, we developed a pharmacodynamic model in which the activation of cell cycle checkpoints or cell death is dependent on gemcitabine exposure. Three pancreatic adenocarcinoma cell lines (AsPC-1, BxPC-3, and MiaPaca-2) were exposed to varying concentrations (0-100,000 ng/mL) of gemcitabine over a period of 96 h in order to quantify proliferation kinetics and cell distributions among the cell cycle phases. The model assumes that the drug can inhibit cycle-phase transitioning in each of the 3 phases (G1, S, and G2/M) and can cause apoptosis of cells in G1 and G2/M phases. Fitting was performed using the ADAPT5 program. The time course of gemcitabine effects was well described by the model, and parameters were estimated with good precision. Model predictions and experimental data show that gemcitabine induces cell cycle arrest in the S phase at low concentrations, whereas higher concentrations induce arrest in all cell cycle phases. Furthermore, apoptotic effects of gemcitabine appear to be minimal and take place at later time points. The pharmacodynamic model developed provides a quantitative, mechanistic interpretation of gemcitabine efficacy in 3 pancreatic cancer cell lines, and provides useful insights for rational selection of chemotherapeutic agents for combination therapy.
引用
收藏
页码:553 / 563
页数:11
相关论文
共 42 条
[1]   NEW LOOK AT STATISTICAL-MODEL IDENTIFICATION [J].
AKAIKE, H .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1974, AC19 (06) :716-723
[2]   Honokiol Arrests Cell Cycle, Induces Apoptosis, and Potentiates the Cytotoxic Effect of Gemcitabine in Human Pancreatic Cancer Cells [J].
Arora, Sumit ;
Bhardwaj, Arun ;
Srivastava, Sanjeev K. ;
Singh, Seema ;
McClellan, Steven ;
Wang, Bin ;
Singh, Ajay P. .
PLOS ONE, 2011, 6 (06)
[3]   Synthetic lethal RNAi screening identifies sensitizing targets for gemcitabine therapy in pancreatic cancer [J].
Azorsa, David O. ;
Gonzales, Irma M. ;
Basu, Gargi D. ;
Choudhary, Ashish ;
Arora, Shilpi ;
Bisanz, Kristen M. ;
Kiefer, Jeffrey A. ;
Henderson, Meredith C. ;
Trent, Jeffrey M. ;
Von Hoff, Daniel D. ;
Mousses, Spyro .
JOURNAL OF TRANSLATIONAL MEDICINE, 2009, 7
[4]   Modelling cell death in human tumour cell lines exposed to the anticancer drug paclitaxel [J].
Basse, B ;
Baguley, BC ;
Marshall, ES ;
Joseph, WR ;
van Brunt, B ;
Wake, G ;
Wall, DJN .
JOURNAL OF MATHEMATICAL BIOLOGY, 2004, 49 (04) :329-357
[5]   p53 Mutant Human Glioma Cells Are Sensitive to UV-C-Induced Apoptosis Due to Impaired Cyclobutane Pyrimidine Dimer Removal [J].
Batista, Luis F. Z. ;
Roos, Wynand P. ;
Kaina, Bernd ;
Menck, Carlos F. M. .
MOLECULAR CANCER RESEARCH, 2009, 7 (02) :237-246
[6]  
Cappella P, 2001, INT J CANCER, V93, P401, DOI 10.1002/ijc.1351.abs
[7]  
Carpinelli G, 2006, ANTICANCER RES, V26, P3017
[8]   Caspase-3 drives apoptosis in pancreatic cancer cells after treatment with gemcitabine [J].
Chandler, NM ;
Canete, JJ ;
Callery, MP .
JOURNAL OF GASTROINTESTINAL SURGERY, 2004, 8 (08) :1072-1078
[9]  
D'Argenio DZ., 2009, ADAPT 5 User's Guide: Pharmacokinetic/Pharmacodynamic Systems Analysis Software
[10]   Improving the selectivity of cancer treatments by interfering with cell response pathways [J].
Damia, G ;
Broggini, M .
EUROPEAN JOURNAL OF CANCER, 2004, 40 (17) :2550-2559