Mutation-selection networks of cancer initiation: tumor suppressor genes and chromosomal instability

被引:148
作者
Komarova, NL
Sengupta, A
Nowak, MA
机构
[1] Inst Adv Study, Princeton, NJ 08540 USA
[2] Univ Leeds, Dept Appl Math, Leeds LS2 9JT, W Yorkshire, England
[3] Bell Labs, Lucent Technol, Murray Hill, NJ 07974 USA
关键词
genetic instability; colon cancer; stochastic modeling;
D O I
10.1016/S0022-5193(03)00120-6
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
In this paper, we derive analytic solutions of stochastic mutation-selection networks that describe early events of cancer formation. A main assumption is that cancer is initiated in tissue compartments, where only a relatively small number of cells are at risk of mutating into cells that escape from homeostatic regulation. In this case, the evolutionary dynamics can be approximated by a low-dimensional stochastic process with a linear Kolmogorov forward equation that can be solved analytically. Most of the time, the cell population is homogeneous with respect to relevant mutations. Occasionally, such homogeneous states are connected by stochastic tunnels'. We give a precise analysis of the existence of tunnels and calculate the rate of tunneling. Finally, we calculate the conditions for chromosomal instability (CIN) to precede inactivation of the first tumor suppressor gene. In this case, CIN is an early event and a driving force of cancer progression. The techniques developed in this paper can be used to study arbitrarily complex mutation-selection networks of the somatic evolution of cancer. (C) 2003 Elsevier Ltd. All rights reserved.
引用
收藏
页码:433 / 450
页数:18
相关论文
共 44 条
  • [1] Spectral karyotyping suggests additional subsets of colorectal cancers characterized by pattern of chromosome rearrangement
    Abdel-Rahman, WM
    Katsura, K
    Rens, W
    Gorman, PA
    Sheer, D
    Bicknell, D
    Bodmer, WF
    Arends, MJ
    Wyllie, AH
    Edwards, PAW
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2001, 98 (05) : 2538 - 2543
  • [2] [Anonymous], 1988, Mathematical models in cancer research
  • [3] THE AGE DISTRIBUTION OF CANCER AND A MULTI-STAGE THEORY OF CARCINOGENESIS
    ARMITAGE, P
    DOLL, R
    [J]. BRITISH JOURNAL OF CANCER, 1954, 8 (01) : 1 - 12
  • [4] A 2-STAGE THEORY OF CARCINOGENESIS IN RELATION TO THE AGE DISTRIBUTION OF HUMAN CANCER
    ARMITAGE, P
    DOLL, R
    [J]. BRITISH JOURNAL OF CANCER, 1957, 11 (02) : 161 - 169
  • [5] Stem cells: the intestinal stem cell as a paradigm
    Bach, SP
    Renehan, AG
    Potten, CS
    [J]. CARCINOGENESIS, 2000, 21 (03) : 469 - 476
  • [6] Generation of oscillations by the p53-Mdm2 feedback loop: A theoretical and experimental study
    Bar-Or, RL
    Maya, R
    Segel, LA
    Alon, U
    Levine, AJ
    Oren, M
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2000, 97 (21) : 11250 - 11255
  • [7] Carcinogen-specific induction of genetic instability
    Bardelli, A
    Cahill, CP
    Lederer, G
    Speicher, MR
    Kinzler, KW
    Vogelstein, B
    Lengauer, C
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2001, 98 (10) : 5770 - 5775
  • [8] Cytogenetic comparisons of synchronous carcinomas and polyps in patients with colorectal cancer
    Bardi, G
    Parada, LA
    Bomme, L
    Pandis, N
    Willen, R
    Johansson, B
    Jeppsson, B
    Beroukas, K
    Heim, S
    Mitelman, F
    [J]. BRITISH JOURNAL OF CANCER, 1997, 76 (06) : 765 - 769
  • [9] MODELS OF CARCINOGENESIS AS AN ESCAPE FROM MITOTIC INHIBITORS
    BELL, GI
    [J]. SCIENCE, 1976, 192 (4239) : 569 - 572
  • [10] Bomme L, 1998, GENE CHROMOSOME CANC, V21, P185, DOI 10.1002/(SICI)1098-2264(199803)21:3<185::AID-GCC2>3.0.CO