Huang Sui
Institute for Systems Biology, Seattle, WA, USA,
Cancer Metastasis Rev. 2013 Dec;32(3-4):423-48. doi: 10.1007/s10555-013-9435-7.
Genetic instability is invoked in explaining the cell phenotype changes that take place during cancer progression. However, the coexistence of a vast diversity of distinct clones, most prominently visible in the form of non-clonal chromosomal aberrations, suggests that Darwinian selection of mutant cells is not operating at maximal efficacy. Conversely, non-genetic instability of cancer cells must also be considered. Such mutation-independent instability of cell states is most prosaically manifest in the phenotypic heterogeneity within clonal cell populations or in the reversible switching between immature "cancer stem cell-like" and more differentiated states. How are genetic and non-genetic instability related to each other? Here, we review basic theoretical foundations and offer a dynamical systems perspective in which cancer is the inevitable pathological manifestation of modes of malfunction that are immanent to the complex gene regulatory network of the genome. We explain in an accessible, qualitative, and permissively simplified manner the mathematical basis for the "epigenetic landscape" and how the latter relates to the better known "fitness landscape." We show that these two classical metaphors have a formal basis. By combining these two landscape concepts, we unite development and somatic evolution as the drivers of the relentless increase in malignancy. Herein, the cancer cells are pushed toward cancer attractors in the evolutionarily unused regions of the epigenetic landscape that encode more and more "dedifferentiated" states as a consequence of both genetic (mutagenic) and non-genetic (regulatory) perturbations-including therapy. This would explain why for the cancer cell, the principle of "What does not kill me makes me stronger" is as much a driving force in tumor progression and development of drug resistance as the simple principle of "survival of the fittest."
基因不稳定性被用于解释癌症进展过程中发生的细胞表型变化。然而,大量不同克隆的共存,最显著的是以非克隆染色体畸变的形式可见,这表明突变细胞的达尔文选择并未以最大效率运行。相反,癌细胞的非基因不稳定性也必须被考虑。这种与突变无关的细胞状态不稳定性最平凡地体现在克隆细胞群体中的表型异质性,或未成熟的“癌症干细胞样”状态与更分化状态之间的可逆转换中。基因不稳定性和非基因不稳定性是如何相互关联的呢?在这里,我们回顾基本的理论基础,并提供一个动态系统视角,其中癌症是基因组复杂基因调控网络内在故障模式的必然病理表现。我们以一种易懂、定性且适度简化的方式解释了“表观遗传景观”的数学基础,以及后者与更为人熟知的“适应度景观”的关系。我们表明这两个经典隐喻有形式上的基础。通过结合这两个景观概念,我们将发育和体细胞进化统一为恶性程度不断增加的驱动因素。在此,由于遗传(诱变)和非遗传(调控)扰动——包括治疗,癌细胞被推向表观遗传景观中进化上未使用区域的癌症吸引子,这些区域编码越来越多的“去分化”状态。这将解释为什么对于癌细胞来说,“杀不死我的使我更强大”这一原则在肿瘤进展和耐药性发展中与“适者生存”这一简单原则一样,都是一种驱动力。