Department of Physics, Bar-Ilan University, Ramat-Gan, Israel.
Department of Physics and Physical Science Oncology Center, Princeton University, Princeton, New Jersey.
Cancer Res. 2014 Sep 1;74(17):4663-70. doi: 10.1158/0008-5472.CAN-14-0118.
The issue of resistance to targeted drug therapy is of pressing concern, as it constitutes a major barrier to progress in managing cancer. One important aspect is the role of stochasticity in determining the nature of the patient response. We examine two particular experiments. The first measured the maximal response of melanoma to targeted therapy before the resistance causes the tumor to progress. We analyze the data in the context of a Delbruck-Luria type scheme, wherein the continued growth of preexistent resistant cells are responsible for progression. We show that, aside from a finite fraction of resistant cell-free patients, the maximal response in such a scenario would be quite uniform. To achieve the measured variability, one is necessarily led to assume a wide variation from patient to patient of the sensitive cells' response to the therapy. The second experiment is an in vitro system of multiple myeloma cells. When subject to a spatial gradient of a chemotherapeutic agent, the cells in the middle of the system acquire resistance on a rapid (two-week) timescale. This finding points to the potential important role of cell-to-cell differences, due to differing local environments, in addition to the patient-to-patient differences encountered in the first part. See all articles in this Cancer Research section, "Physics in Cancer Research."
耐药性问题迫在眉睫,因为它是癌症治疗进展的主要障碍。一个重要方面是随机性在决定患者反应性质方面的作用。我们研究了两个特殊的实验。第一个实验测量了黑色素瘤在耐药性导致肿瘤进展之前对靶向治疗的最大反应。我们在 Delbruck-Luria 类型方案的背景下分析数据,其中预先存在的耐药细胞的持续生长负责进展。我们表明,除了有限比例的无耐药细胞患者外,这种情况下的最大反应将非常一致。为了实现所测量的变异性,人们必然会假设对治疗的敏感细胞反应在患者之间存在广泛的差异。第二个实验是多发性骨髓瘤细胞的体外系统。当受到化疗药物空间梯度的影响时,系统中间的细胞会在快速(两周)时间尺度上获得耐药性。这一发现表明,除了在第一部分遇到的患者之间的差异外,由于不同的局部环境导致的细胞间差异可能具有重要作用。查看癌症研究部分的所有文章,“癌症研究中的物理学”。