Effects of Pharmacokinetic Processes and Varied Dosing Schedules on the Dynamics of Acquired Resistance to Erlotinib in EGFR-Mutant Lung Cancer

被引:72
作者
Foo, Jasmine [2 ,3 ]
Chmielecki, Juliann [4 ]
Pao, William [5 ]
Michor, Franziska [1 ]
机构
[1] Dana Farber Canc Inst, Dept Biostat & Computat Biol, Boston, MA 02115 USA
[2] Univ Minnesota, Sch Math, Minneapolis, MN 55455 USA
[3] Mason Canc Ctr, Minneapolis, MN USA
[4] Dana Farber Canc Inst, Dept Med Oncol, Boston, MA 02115 USA
[5] Vanderbilt Univ, Dept Med, Vanderbilt Ingram Canc Ctr, Nashville, TN USA
基金
美国国家卫生研究院;
关键词
EGFR-mutant lung cancer; Erlotinib; Evolutionary cancer modeling; Pharmacokinetic modeling; Acquired resistance; EGFR T790M mutation; CHRONIC MYELOID-LEUKEMIA; TYROSINE KINASE; GEFITINIB; MUTATION; SENSITIVITY; INHIBITOR; THERAPY; MODELS;
D O I
10.1097/JTO.0b013e31826146ee
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Introduction: Erlotinib (Tarceva) is an epidermal growth factor receptor (EGFR) tyrosine kinase inhibitor, which effectively targets EGFR-mutant driven non-small-cell lung cancer. However, the evolution of acquired resistance because of a second-site mutation (T790M) within EGFR remains an obstacle to successful treatment. Methods: We used mathematical modeling and available clinical trial data to predict how different pharmacokinetic parameters (fast versus slow metabolism) and dosing schedules (low dose versus high dose; missed doses with and without make-up doses) might affect the evolution of T790M-mediated resistance in mixed populations of tumor cells. Results: We found that high-dose pulses with low-dose continuous therapy impede the development of resistance to the maximum extent, both pre- and post-emergence of resistance. The probability of resistance is greater in fast versus slow drug metabolizers, suggesting a potential mechanism, unappreciated to date, influencing acquired resistance in patients. In case of required dose modifications because of toxicity, little difference is observed in terms of efficacy and resistance dynamics between the standard daily dose (150 mg/d) and 150 mg/d alternating with 100 mg/d. Missed doses are expected to lead to resistance faster, even if make-up doses are attempted. Conclusions: For existing and new kinase inhibitors, this novel framework can be used to rationally and rapidly design optimal dosing strategies to minimize the development of acquired resistance.
引用
收藏
页码:1583 / 1593
页数:11
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