School of Civil and Environmental Engineering, Georgia Institute of Technology , Atlanta, Georgia 30332, United States.
ACS Nano. 2013 Nov 26;7(11):9664-74. doi: 10.1021/nn402472k. Epub 2013 Oct 9.
Predictive models are beneficial tools for researchers to use in prioritizing nanoparticles (NPs) for toxicological tests, but experimental evaluation can be time-consuming and expensive, and thus, priority should be given to tests that identify the NPs most likely to be harmful. For characterization of NPs, the physical binding of NPs to DNA molecules is important to measure, as interference with DNA function may be one cause of toxicity. Here, we determined the interaction energy between 12 types of NPs and DNA based on the Derjaguin-Landau-Verwey-Overbeek (DLVO) model and then predicted the affinity of the NPs for DNA. Using the single-molecule imaging technique known as atomic force microscopy (AFM), we experimentally determined the binding affinity of those NPs for DNA. Theoretical predictions and experimental observations of the binding affinity agreed well. Furthermore, the effect of NPs on DNA replication in vitro was investigated with the polymerase chain reaction (PCR) technique. The results showed that NPs with a high affinity for DNA strongly inhibited DNA replication, whereas NPs with low affinity had no or minimal effects on DNA replication. The methodology here is expected to benefit the genotoxicological testing of NPs as well as the design of safe NPs.
预测模型是研究人员在将纳米颗粒 (NPs) 优先用于毒理学测试时有用的工具,但实验评估可能既耗时又昂贵,因此应优先考虑能够识别最有可能有害的 NPs 的测试。对于 NPs 的特性描述,测量 NPs 与 DNA 分子的物理结合非常重要,因为 DNA 功能的干扰可能是毒性的一个原因。在这里,我们基于德加古林-朗道-范维尔贝克 (DLVO) 模型确定了 12 种 NPs 与 DNA 之间的相互作用能,然后预测了 NPs 与 DNA 的亲和力。使用称为原子力显微镜 (AFM) 的单分子成像技术,我们实验确定了这些 NPs 与 DNA 的结合亲和力。理论预测与实验观察的结合亲和力吻合较好。此外,我们还使用聚合酶链反应 (PCR) 技术研究了 NPs 对体外 DNA 复制的影响。结果表明,与 DNA 亲和力高的 NPs 强烈抑制 DNA 复制,而与 DNA 亲和力低的 NPs 对 DNA 复制没有影响或影响很小。这里的方法有望有益于 NPs 的遗传毒性测试以及安全 NPs 的设计。