da Cunha Marcos Guilherme, Franco Gilson César Nobre, Franchin Marcelo, Beutler John A, de Alencar Severino Matias, Ikegaki Masaharu, Rosalen Pedro Luiz
Department of Physiological Sciences, Piracicaba Dental School, University of Campinas (UNICAMP), SP, Brazil; Molecular Targets Laboratory, National Cancer Institute (NCI), National Institute of Health (NIH), Frederick, MD, USA.
Department of General Biology, Laboratory of Physiology and Pathophysiology, State University of Ponta Grossa, Ponta Grossa, PR, Brazil.
Toxicol Lett. 2016 Nov 30;263:6-10. doi: 10.1016/j.toxlet.2016.10.010. Epub 2016 Oct 20.
In silico and in vitro methodologies have been used as important tools in the drug discovery process, including from natural sources. The aim of this study was to predict pharmacokinetic and toxicity (ADME/Tox) properties of a coumarin isolated from geopropolis using in silico and in vitro approaches. Cinnamoyloxy-mammeisin (CNM) isolated from Brazilian M. scutellaris geopropolis was evaluated for its pharmacokinetic parameters by in silico models (ACD/Percepta™ and MetaDrug™ software). Genotoxicity was assessed by in vitro DNA damage signaling PCR array. CNM did not pass all parameters of Lipinski's rule of five, with a predicted low oral bioavailability and high plasma protein binding, but with good predicted blood brain barrier penetration. CNM was predicted to show low affinity to cytochrome P450 family members. Furthermore, the predicted Ames test indicated potential mutagenicity of CNM. Also, the probability of toxicity for organs and tissues was classified as moderate and high for liver and kidney, and moderate and low for skin and eye irritation, respectively. The PCR array analysis showed that CNM significantly upregulated about 7% of all DNA damage-related genes. By exploring the biological function of these genes, it was found that the predicted CNM genotoxicity is likely to be mediated by apoptosis. The predicted ADME/Tox profile suggests that external use of CNM may be preferable to systemic exposure, while its genotoxicity was characterized by the upregulation of apoptosis-related genes after treatment. The combined use of in silico and in vitro approaches to evaluate these parameters generated useful hypotheses to guide further preclinical studies.
计算机模拟和体外实验方法已成为药物发现过程中的重要工具,包括从天然来源发现药物。本研究的目的是使用计算机模拟和体外实验方法预测从蜂胶中分离出的一种香豆素的药代动力学和毒性(ADME/Tox)特性。通过计算机模拟模型(ACD/Percepta™和MetaDrug™软件)对从巴西黄芩蜂胶中分离出的肉桂酰氧基番荔枝辛(CNM)的药代动力学参数进行了评估。通过体外DNA损伤信号PCR阵列评估遗传毒性。CNM未通过Lipinski五规则的所有参数,预测口服生物利用度低,血浆蛋白结合率高,但预测血脑屏障穿透性良好。预测CNM对细胞色素P450家族成员的亲和力较低。此外,预测的艾姆斯试验表明CNM具有潜在的致突变性。此外,对器官和组织的毒性概率分类为肝脏和肾脏为中度和高度,皮肤和眼睛刺激分别为中度和低度。PCR阵列分析表明,CNM显著上调了约7%的所有DNA损伤相关基因。通过探索这些基因的生物学功能,发现预测的CNM遗传毒性可能由凋亡介导。预测的ADME/Tox概况表明,外用CNM可能比全身暴露更可取,而其遗传毒性的特征是处理后凋亡相关基因上调。结合使用计算机模拟和体外实验方法评估这些参数产生了有用的假设,以指导进一步的临床前研究。