University of Salzburg, Department of Materials Engineering and Physics, Salzburg, Austria.
Cancer Res. 2010 Sep 1;70(17):6797-803. doi: 10.1158/0008-5472.CAN-09-4392. Epub 2010 Jul 23.
Carcinogenesis is the result of mutations and subsequent clonal expansions of mutated, selectively advantageous cells. To investigate the relative contributions of mutation versus cell selection in tumorigenesis, we compared two mathematical models of carcinogenesis in two different cancer types: lung and colon. One approach is based on a population genetics model, the Wright-Fisher process, whereas the other approach is the two-stage clonal expansion model. We compared the dynamics of tumorigenesis predicted by the two models in terms of the time period until the first malignant cell appears, which will subsequently form a tumor. The mean waiting time to cancer has been calculated approximately for the evolutionary colon cancer model. Here, we derive new analytic approximations to the median waiting time for the two-stage lung cancer model and for a multistage approximation to the Wright-Fisher process. Both equations show that the waiting time to cancer is dominated by the selective advantage per mutation and the net clonal expansion rate, respectively, whereas the mutation rate has less effect. Our comparisons support the idea that the main driving force in lung and colon carcinogenesis is Darwinian cell selection.
致癌作用是突变和随后突变的、具有选择优势的细胞的克隆扩增的结果。为了研究突变与细胞选择在肿瘤发生中的相对作用,我们比较了两种不同癌症类型(肺和结肠)的两种致癌的数学模型。一种方法基于群体遗传学模型——莱特-费希尔过程,而另一种方法是两阶段克隆扩展模型。我们根据两种模型预测的肿瘤发生动力学,比较了首次恶性细胞出现的时间间隔,该细胞随后将形成肿瘤。已对进化性结肠癌模型中的癌症平均等待时间进行了近似计算。在这里,我们为两阶段肺癌模型和 Wright-Fisher 过程的多阶段近似值推导出了新的解析近似值。这两个方程都表明,癌症的等待时间分别由每个突变的选择优势和净克隆扩展率主导,而突变率的影响较小。我们的比较支持这样一种观点,即肺和结肠癌发生的主要驱动力是达尔文式的细胞选择。