AN ELEMENTARY APPROACH TO MODELING DRUG RESISTANCE IN CANCER

被引:52
作者
Tomasetti, Cristian [1 ]
Levy, Doron
机构
[1] Univ Maryland, Dept Math, College Pk, MD 20742 USA
基金
美国国家科学基金会;
关键词
Drug resistance; cancer; ordinary differential equations; stochastic methods; CHRONIC MYELOID-LEUKEMIA; GENE AMPLIFICATION; MATHEMATICAL-MODEL; CHEMOTHERAPY; SENSITIVITY; CELLS; DYNAMICS; THERAPY; TUMORS; COMBINATION;
D O I
10.3934/mbe.2010.7.905
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Resistance to drugs has been an ongoing obstacle to a successful treatment of many diseases. In this work we consider the problem of drug resistance in cancer, focusing on random genetic point mutations. Most previous works on mathematical models of such drug resistance have been based on stochastic methods. In contrast, our approach is based on an elementary, compartmental system of ordinary differential equations. We use our very simple approach to derive results on drug resistance that are comparable to those that were previously obtained using much more complex mathematical techniques. The simplicity of our model allows us to obtain analytic results for resistance to any number of drugs. In particular, we show that the amount of resistance generated before the start of the treatment, and present at some given time afterward, always depends on the turnover rate, no matter how many drugs are simultaneously used in the treatment.
引用
收藏
页码:905 / 918
页数:14
相关论文
共 44 条
  • [1] [Anonymous], 2006, CANC DRUG RESISTANCE
  • [2] [Anonymous], 1998, Drug Resistance in Cancer: Mechanisms and Models
  • [3] A MATHEMATICAL-MODEL OF THE DEVELOPMENT OF DRUG-RESISTANCE TO CANCER-CHEMOTHERAPY
    BIRKHEAD, BG
    RANKIN, EM
    GALLIVAN, S
    DONES, L
    RUBENS, RD
    [J]. EUROPEAN JOURNAL OF CANCER & CLINICAL ONCOLOGY, 1987, 23 (09): : 1421 - 1427
  • [4] A THEORETICAL-ANALYSIS OF INTERVAL DRUG DOSING FOR CELL-CYCLE-PHASE-SPECIFIC DRUGS
    COJOCARU, L
    AGUR, Z
    [J]. MATHEMATICAL BIOSCIENCES, 1992, 109 (01) : 85 - 97
  • [5] A MODEL FOR THE RESISTANCE OF TUMOR-CELLS TO CANCER CHEMOTHERAPEUTIC-AGENTS
    COLDMAN, AJ
    GOLDIE, JH
    [J]. MATHEMATICAL BIOSCIENCES, 1983, 65 (02) : 291 - 307
  • [6] A STOCHASTIC-MODEL FOR THE ORIGIN AND TREATMENT OF TUMORS CONTAINING DRUG-RESISTANT CELLS
    COLDMAN, AJ
    GOLDIE, JH
    [J]. BULLETIN OF MATHEMATICAL BIOLOGY, 1986, 48 (3-4) : 279 - 292
  • [7] COLDMAN AJ, 1985, CANCER TREAT REP, V69, P1041
  • [8] Resonance effect in self-renewing tissues
    Dibrov, BF
    [J]. JOURNAL OF THEORETICAL BIOLOGY, 1998, 192 (01) : 15 - 33
  • [9] Mutation rates among RNA viruses
    Drake, JW
    Holland, JJ
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1999, 96 (24) : 13910 - 13913
  • [10] FREI E, 1988, CANCER RES, V48, P6417