Wodarz Dominik, Sorace Ron, Komarova Natalia L
Department of Ecology and Evolutionary Biology, University of California, Irvine, California, United States of America; Department of Mathematics, Rowland Hall, University of California, Irvine, California, United States of America.
Department of Mathematics, Rowland Hall, University of California, Irvine, California, United States of America.
PLoS Comput Biol. 2014 Apr 10;10(4):e1003513. doi: 10.1371/journal.pcbi.1003513. eCollection 2014 Apr.
Understanding the consequences of exposure to low dose ionizing radiation is an important public health concern. While the risk of low dose radiation has been estimated by extrapolation from data at higher doses according to the linear non-threshold model, it has become clear that cellular responses can be very different at low compared to high radiation doses. Important phenomena in this respect include radioadaptive responses as well as low-dose hyper-radiosensitivity (HRS) and increased radioresistance (IRR). With radioadaptive responses, low dose exposure can protect against subsequent challenges, and two mechanisms have been suggested: an intracellular mechanism, inducing cellular changes as a result of the priming radiation, and induction of a protected state by inter-cellular communication. We use mathematical models to examine the effect of these mechanisms on cellular responses to low dose radiation. We find that the intracellular mechanism can account for the occurrence of radioadaptive responses. Interestingly, the same mechanism can also explain the existence of the HRS and IRR phenomena, and successfully describe experimentally observed dose-response relationships for a variety of cell types. This indicates that different, seemingly unrelated, low dose phenomena might be connected and driven by common core processes. With respect to the inter-cellular communication mechanism, we find that it can also account for the occurrence of radioadaptive responses, indicating redundancy in this respect. The model, however, also suggests that the communication mechanism can be vital for the long term survival of cell populations that are continuously exposed to relatively low levels of radiation, which cannot be achieved with the intracellular mechanism in our model. Experimental tests to address our model predictions are proposed.
了解低剂量电离辐射暴露的后果是一个重要的公共卫生问题。虽然根据线性无阈模型从高剂量数据外推估计了低剂量辐射的风险,但很明显,与高辐射剂量相比,低剂量时细胞反应可能非常不同。这方面的重要现象包括辐射适应性反应以及低剂量超敏反应(HRS)和辐射抗性增加(IRR)。对于辐射适应性反应,低剂量暴露可以抵御随后的挑战,并且提出了两种机制:一种细胞内机制,即引发辐射导致细胞变化,以及通过细胞间通讯诱导保护状态。我们使用数学模型来研究这些机制对细胞对低剂量辐射反应的影响。我们发现细胞内机制可以解释辐射适应性反应的发生。有趣的是,相同的机制也可以解释HRS和IRR现象的存在,并成功描述各种细胞类型实验观察到的剂量反应关系。这表明不同的、看似不相关的低剂量现象可能由共同的核心过程联系起来并驱动。关于细胞间通讯机制,我们发现它也可以解释辐射适应性反应的发生,表明在这方面存在冗余。然而,该模型还表明,通讯机制对于持续暴露于相对低水平辐射的细胞群体的长期存活可能至关重要,而我们模型中的细胞内机制无法实现这一点。我们提出了实验测试以验证我们的模型预测。