Roman Diana Larisa, Roman Marin, Som Claudia, Schmutz Mélanie, Hernandez Edgar, Wick Peter, Casalini Tommaso, Perale Giuseppe, Ostafe Vasile, Isvoran Adriana
Advanced Environmental Research Laboratories, Department of Biology-Chemistry, Faculty of Chemistry, Biology, Geography, West University of Timisoara, Timisoara, Romania.
Empa, Swiss Federal Laboratories for Materials Science and Technology, Technology and Society Laboratory, St. Gallen, Switzerland.
Front Bioeng Biotechnol. 2019 Sep 6;7:214. doi: 10.3389/fbioe.2019.00214. eCollection 2019.
Chitosan is a natural polymer revealing an increased potential to be used in different biomedical applications, including drug delivery systems, and tissue engineering. It implies the evaluation of the organism response to the biomaterial implantation. Low-molecular degradation products, the chito-oligomers, are resulting mainly from the influence of enzymes, which are found in the organism fluids. Within this study, we have performed the computational assessment of pharmacological profiles and toxicological effects on human health of small chito-oligomers with distinct molecular weights, deacetylation degrees, and acetylation patterns. Our approach is based on the fact that regulatory agencies and researchers in the drug development field rely on the use of modeling to predict biological effects and to guide decision making. To be considered as valid for regulatory purposes, every model that is used for predictions should be associated with a defined toxicological endpoint and has appropriate robustness and predictivity. Within this context, we have used FAF-Drugs4, SwissADME, and PreADMET tools to predict the oral bioavailability of chito-oligomers and SwissADME, PreADMET, and admetSAR2.0 tools to predict their pharmacokinetic profiles. The organs and genomic toxicities have been assessed using admetSAR2.0 and PreADMET tools but specific computational facilities have been also used for predicting different toxicological endpoints: Pred-Skin for skin sensitization, CarcinoPred-EL for carcinogenicity, Pred-hERG for cardiotoxicity, ENDOCRINE DISRUPTOME for endocrine disruption potential and Toxtree for carcinogenicity and mutagenicity. Our computational assessment showed that investigated chito-oligomers reflect promising pharmacological profiles and limited toxicological effects on humans, regardless of molecular weight, deacetylation degree, and acetylation pattern. According to our results, there is a possible inhibition of the organic anion transporting peptides OATP1B1 and/or OATP1B3, a weak potential of cardiotoxicity, a minor probability of affecting the androgen receptor, and phospholipidosis. Consequently, these results may be used to guide or to complement the existing and toxicity tests, to optimize biomaterials properties and to contribute to the selection of prototypes for nanocarriers.
壳聚糖是一种天然聚合物,在包括药物递送系统和组织工程在内的不同生物医学应用中显示出越来越大的应用潜力。这意味着需要评估生物体对生物材料植入的反应。低分子降解产物,即壳寡糖,主要是由生物体液中发现的酶的作用产生的。在本研究中,我们对具有不同分子量、脱乙酰度和乙酰化模式的小壳寡糖对人体健康的药理特性和毒理学效应进行了计算评估。我们的方法基于这样一个事实,即药物开发领域的监管机构和研究人员依靠建模来预测生物效应并指导决策。为了在监管目的上被视为有效,用于预测的每个模型都应与定义的毒理学终点相关联,并具有适当的稳健性和预测性。在此背景下,我们使用了FAF-Drugs4、SwissADME和PreADMET工具来预测壳寡糖的口服生物利用度,并使用SwissADME、PreADMET和admetSAR2.0工具来预测它们的药代动力学特征。使用admetSAR2.0和PreADMET工具评估了器官毒性和基因组毒性,但也使用了特定的计算设施来预测不同的毒理学终点:用于皮肤致敏的Pred-Skin、用于致癌性的CarcinoPred-EL、用于心脏毒性的Pred-hERG、用于内分泌干扰潜力的ENDOCRINE DISRUPTOME以及用于致癌性和致突变性的Toxtree。我们的计算评估表明,无论分子量、脱乙酰度和乙酰化模式如何,所研究的壳寡糖都显示出有前景的药理特性和对人类有限的毒理学效应。根据我们的结果,可能存在对有机阴离子转运肽OATP1B1和/或OATP1B3的抑制、较弱的心脏毒性潜力、影响雄激素受体的较小可能性以及磷脂沉积。因此,这些结果可用于指导或补充现有的毒性测试,优化生物材料特性,并有助于纳米载体原型的选择。