Iwasa Yoh, Nowak Martin A, Michor Franziska
Department of Biology, Faculty of Sciences, Kyushu University, Fukuoka, Japan.
Genetics. 2006 Apr;172(4):2557-66. doi: 10.1534/genetics.105.049791.
Acquired drug resistance is a major limitation for cancer therapy. Often, one genetic alteration suffices to confer resistance to an otherwise successful therapy. However, little is known about the dynamics of the emergence of resistant tumor cells. In this article, we consider an exponentially growing population starting from one cancer cell that is sensitive to therapy. Sensitive cancer cells can mutate into resistant ones, which have relative fitness alpha prior to therapy. In the special case of no cell death, our model converges to the one investigated by Luria and Delbrück. We calculate the probability of resistance and the mean number of resistant cells once the cancer has reached detection size M. The probability of resistance is an increasing function of the detection size M times the mutation rate u. If Mu << 1, then the expected number of resistant cells in cancers with resistance is independent of the mutation rate u and increases with M in proportion to M(1-1/alpha) for advantageous mutants with relative fitness alpha>1, to l nM for neutral mutants (alpha = 1), but converges to an upper limit for deleterious mutants (alpha<1). Further, the probability of resistance and the average number of resistant cells increase with the number of cell divisions in the history of the tumor. Hence a tumor subject to high rates of apoptosis will show a higher incidence of resistance than expected on its detection size only.
获得性耐药是癌症治疗的一个主要限制因素。通常,一种基因改变就足以使原本成功的治疗产生耐药性。然而,对于耐药肿瘤细胞出现的动态过程知之甚少。在本文中,我们考虑一个从一个对治疗敏感的癌细胞开始指数增长的群体。敏感癌细胞可以突变为耐药细胞,这些耐药细胞在治疗前具有相对适应度α。在无细胞死亡的特殊情况下,我们的模型收敛于Luria和Delbrück所研究的模型。我们计算了癌症达到检测大小M时耐药的概率以及耐药细胞的平均数量。耐药概率是检测大小M乘以突变率u的增函数。如果Mu << 1,那么对于具有相对适应度α>1的有利突变体,耐药癌症中耐药细胞的预期数量与突变率u无关,并且与M成比例增加,比例为M(1 - 1/α);对于中性突变体(α = 1),与lnM成比例增加;但对于有害突变体(α<1)则收敛于一个上限。此外,耐药概率和耐药细胞的平均数量随着肿瘤历史中的细胞分裂次数增加而增加。因此,一个经历高凋亡率的肿瘤所表现出的耐药发生率将高于仅基于其检测大小所预期的发生率。