Modeling and computer simulations of tumor growth and tumor response to radiotherapy

被引:43
作者
Borkenstein, K
Levegrün, S
Peschke, P
机构
[1] Deutsch Krebsforschungszentrum, Dept Med Phys E040, D-69120 Heidelberg, Germany
[2] Deutsch Krebsforschungszentrum, Dept Radiat Oncol, D-69120 Heidelberg, Germany
关键词
D O I
10.1667/RR3193
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
A model of tumor growth and tumor response to radiation is introduced in which each tumor cell is taken into account individually. Each cell is assigned a set of radiobiological parameters, and the status of each cell is checked in discrete intervals. Tumor proliferation is governed by the cell cycle times of tumor cells, the growth fraction, the apoptotic capacity of the tumor, and the degree of tumor angiogenesis. The response of tumor cells to radiation is determined by the radiosensitivities and the oxygenation status. Computer simulation is performed on a 3D rigid cubic lattice, starting out from a single tumor cell. Random processes are simulated by Monte Carlo methods. Short cell cycle time, high growth fraction, and tumor angiogenesis all increase tumor proliferation rates. Accelerated time-dose patterns result in lower total doses needed for tumor control, but the extent of dose reduction depends on the kinetics and the radiosensitivities of tumor cells. Tumor angiogenesis alters fully oxygenated and hypoxic fractions within the tumor and subsequently affects the radiation response. It is demonstrated for selected radiobiological parameters that the simulation tools are suitable to quantitatively assess the total doses needed for tumor control. Using the simulation tools, it is feasible to simulate time-dependent effects during fractionated radiotherapy and to compare different time-dose patterns in terms of their tumor control. (C) 2004 by Radiation Research Society.
引用
收藏
页码:71 / 83
页数:13
相关论文
共 73 条
  • [1] Radiation inactivation of human prostate cancer cells: The role of apoptosis
    Algan, O
    Stobbe, CC
    Helt, AM
    Hanks, GE
    Chapman, JD
    [J]. RADIATION RESEARCH, 1996, 146 (03) : 267 - 275
  • [2] Continuous and discrete mathematical models of tumor-induced angiogenesis
    Anderson, ARA
    Chaplain, MAJ
    [J]. BULLETIN OF MATHEMATICAL BIOLOGY, 1998, 60 (05) : 857 - 899
  • [3] IMPACT OF SPINAL-CORD REPAIR KINETICS ON THE PRACTICE OF ALTERED FRACTIONATION SCHEDULES
    ANG, KK
    JIANG, GL
    GUTTENBERGER, R
    THAMES, HD
    STEPHENS, LC
    SMITH, CD
    FENG, Y
    [J]. RADIOTHERAPY AND ONCOLOGY, 1992, 25 (04) : 287 - 294
  • [4] [Anonymous], 1987, FRACTIONATION RADIOT
  • [5] Role of tumor vascular architecture in nutrient and drug delivery: An invasion percolation-based network model
    Baish, JW
    Gazit, Y
    Berk, DA
    Nozue, M
    Baxter, LT
    Jain, RK
    [J]. MICROVASCULAR RESEARCH, 1996, 51 (03) : 327 - 346
  • [6] Repair halftimes estimated from observations of treatment-related morbidity after CHART or conventional radiotherapy in head and neck cancer
    Bentzen, SM
    Saunders, MI
    Dische, S
    [J]. RADIOTHERAPY AND ONCOLOGY, 1999, 53 (03) : 219 - 226
  • [7] Bernhard EJ, 1999, CANCER J SCI AM, V5, P194
  • [8] The intrinsic radiosensitivity of some human tumor cells throughout their cell cycles
    Biade, S
    Stobbe, CC
    Chapman, JD
    [J]. RADIATION RESEARCH, 1997, 147 (04) : 416 - 421
  • [9] A CONVENIENT EXTENSION OF THE LINEAR-QUADRATIC MODEL TO INCLUDE REDISTRIBUTION AND REOXYGENATION
    BRENNER, DJ
    HLATKY, LR
    HAHNFELDT, PJ
    HALL, EJ
    SACHS, RK
    [J]. INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 1995, 32 (02): : 379 - 390
  • [10] Oxygenation of head and neck cancer: changes during radiotherapy and impact on treatment outcome
    Brizel, DM
    Dodge, RK
    Clough, RW
    Dewhirst, MW
    [J]. RADIOTHERAPY AND ONCOLOGY, 1999, 53 (02) : 113 - 117