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Genetic and non-genetic instability in tumor progression: Link between the fitness landscape and the epigenetic landscape of cancer cells

机译:肿瘤进展中的遗传性和非遗传性不稳定性:适应性景观与癌细胞的表观遗传景观之间的联系

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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."
机译:在解释癌症发展过程中发生的细胞表型变化时,使用了遗传不稳定性。但是,大量不同的克隆并存,最显着的是非克隆染色体畸变形式,这表明达尔文选择突变细胞并没有达到最大功效。相反,还必须考虑癌细胞的非遗传不稳定性。这种不依赖于突变的细胞状态的不稳定性最常见地表现在克隆细胞群体内的表型异质性或未成熟的“癌干细胞样”状态与分化程度更高的状态之间的可逆转换中。遗传和非遗传的不稳定性如何相互关联?在这里,我们回顾了基本的理论基础并提供了动力学系统的观点,其中癌症是基因组复杂基因调控网络所固有的故障模式的不可避免的病理表现。我们以一种容易接近,定性和简化的方式来解释“表观遗传学”的数学基础,以及后者如何与更广为人知的“健身景观”联系起来。我们证明这两个经典隐喻具有形式基础。通过结合这两个景观概念,我们将开发和体细胞进化结合起来,作为恶性肿瘤不断增加的驱动力。在本文中,由于遗传(诱变)和非遗传(调节)扰动(包括治疗),癌细胞被推向表观遗传学领域的进化未使用区域中的癌症吸引子,这些区域编码越来越多的“去分化”状态。这可以解释为什么对于癌细胞来说,“不杀死我的原理使我变得更坚强”的原理与“适者生存”的简单原理一样,是肿瘤发展和耐药性发展的原动力。

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