通过抑制DYRK1A对非洲植物β细胞再生可能产生影响的硅晶研究

Igbokwe Chikodili, Ibe Chioma, Nnorom Chinwendu, Ejiofor IfedibaluChukwu
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引用次数: 4

摘要

由于胰岛素分泌不足,特别是在1型糖尿病中,正常胰岛素分泌细胞的持续破坏是所有常见糖尿病的一个促成因素。有人尝试进行β细胞移植,但成本和供体的可用性对这一过程构成了巨大的挑战。双特异性酪氨酸磷酸化调节激酶A (DYRK1A)在β细胞破坏中起关键作用。我们的研究目标是通过药物诱导新的硅化β细胞再生,确定可以作为β细胞替代的可能替代方法的植物。DYRK1A和6511植物化学物质的三维结构分别从蛋白质数据库和非洲天然产品数据库中获得。为分子对接模拟(MDS)做好了充分的准备。在对接协议验证后,在AutoDock-Vina®中使用虚拟筛选脚本实现MDS。与DYRK1A结合亲和性好的植物化合物被选为先导化合物。对化合物进行毒性筛选,用Data Warrior软件确认Lipinski规则,然后用Molinspiration化学信息学网络工具预测激酶抑制生物活性。根据Lipinski规则,发现12种植物化合物对DYRK1A具有可预测的高硅活性,具有良好的药物样性质,非致突变性,非致瘤性,无生殖效应,无刺激性,具有较高的预测生物活性。鉴定了抗DYRK1A的硅内活性化合物及其植物来源和理化参数。进一步的研究将在体外和体内进行,以验证本研究的结果,使用含有鉴定的植物化合物的植物。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
In-silico study for African plants with possible beta-cell regeneration effect through inhibition of DYRK1A
The continuous destruction of normal insulin-producing pancreatic beta-cells is a contributing factor in all common forms of diabetes, due to insufficient production of insulin, especially in type 1 diabetes. There are attempts at beta-cells transplantation, but the cost and availability of donors pose a great challenge to the process. Dual-Specificity Tyrosine Phosphorylation-Regulated Kinase A (DYRK1A) plays a crucial role in beta-cells destruction. Our research targets to identify plants that can be utilized as a possible alternative approach to beta-cell replacement through a pharmacologically induced regeneration of new beta-cells in-silico. The 3D structure DYRK1A and 6511 phytochemicals were obtained from the Protein Data Bank and the African Natural Products Database respectively. They were duly prepared for molecular docking simulations (MDS). MDS was implemented, after validation of docking protocols, in AutoDock-Vina®, with virtual screening scripts. Phytocompounds with good binding affinities for DYRK1A were selected as frontrunners. The compounds were screened for toxicity, Lipinski’s rule confirmation with Data Warrior software followed by kinase inhibitory bioactivity prediction with the Molinspiration Chemoinformatics web tool. Twelve phytocompounds were found to be predictably highly active in-silico against DYRK1A with good drug-like property based on Lipinski’s rule, non-mutagenic, non-tumorigenic, no reproductive effect, and non-irritant, with high predicted bioactivity. In-silico active phytocompounds against DYRK1A with their plant sources and physicochemical parameters were identified. Further studies will be carried out in-vitro and in-vivo to validate the results of this study using plants containing the identified phytocompounds.
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