Enderling H, Hlatky L, Hahnfeldt P
Center of Cancer Systems Biology, Caritas St. Elizabeth's Medical Center, Tufts University School of Medicine, 736 Cambridge Street, Boston, MA 02135, USA.
Br J Cancer. 2009 Jun 16;100(12):1917-25. doi: 10.1038/sj.bjc.6605071. Epub 2009 May 19.
Tumours are heterogeneous populations composed of different cells types: stem cells with the capacity for self-renewal and more differentiated cells lacking such ability. The overall growth behaviour of a developing neoplasm is determined largely by the combined kinetic interactions of these cells. By tracking the fate of individual cancer cells using agent-based methods in silico, we apply basic rules for cell proliferation, migration and cell death to show how these kinetic parameters interact to control, and perhaps dictate defining spatial and temporal tumour growth dynamics in tumour development. When the migration rate is small, a single cancer stem cell can only generate a small, self-limited clone because of the finite life span of progeny and spatial constraints. By contrast, a high migration rate can break this equilibrium, seeding new clones at sites outside the expanse of older clones. In this manner, the tumour continually 'self-metastasises'. Counterintuitively, when the proliferation capacity is low and the rate of cell death is high, tumour growth is accelerated because of the freeing up of space for self-metastatic expansion. Changes to proliferation and cell death that increase the rate at which cells migrate benefit tumour growth as a whole. The dominating influence of migration on tumour growth leads to unexpected dependencies of tumour growth on proliferation capacity and cell death. These dependencies stand to inform standard therapeutic approaches, which anticipate a positive response to cell killing and mitotic arrest.
具有自我更新能力的干细胞和缺乏这种能力的分化程度更高的细胞。正在发展的肿瘤的整体生长行为在很大程度上取决于这些细胞的综合动力学相互作用。通过在计算机模拟中使用基于主体的方法追踪单个癌细胞的命运,我们应用细胞增殖、迁移和细胞死亡的基本规则来展示这些动力学参数如何相互作用以控制,甚至可能决定肿瘤发展中定义肿瘤生长的时空动态。当迁移率较低时,单个癌症干细胞只能产生一个小的、自我限制的克隆,这是由于子代的有限寿命和空间限制。相比之下,高迁移率可以打破这种平衡,在较老克隆范围之外的位点播种新的克隆。通过这种方式,肿瘤不断地“自我转移”。与直觉相反,当增殖能力低且细胞死亡率高时,由于为自我转移扩张腾出了空间,肿瘤生长会加速。增殖和细胞死亡的变化如果增加了细胞迁移的速率,会有利于整体肿瘤生长。迁移对肿瘤生长的主导影响导致肿瘤生长对增殖能力和细胞死亡产生意想不到的依赖性。这些依赖性可能为标准治疗方法提供信息,而标准治疗方法预期对细胞杀伤和有丝分裂停滞会有积极反应。