Umar Abdul Halim, Ratnadewi Diah, Rafi Mohamad, Sulistyaningsih Yohana Caecilia, Hamim Hamim, Kusuma Wisnu Ananta
Division of Pharmaceutical Biology, College of Pharmaceutical Sciences Makassar (Sekolah Tinggi Ilmu Farmasi Makassar), Makassar, Indonesia.
Department of Biology, Faculty of Mathematics and Natural Sciences, IPB University, Bogor, Indonesia.
J Biomol Struct Dyn. 2023 Oct-Nov;41(17):8544-8560. doi: 10.1080/07391102.2022.2135597. Epub 2022 Oct 27.
spp. is a herb that is commonly used in Indonesia to treat diabetes mellitus (DM) . The main active components of spp. were identified through our previous metabolomic study and online database platform. However, the biological mechanisms underlying spp. activity in treating DM remain unclear. Therefore, in this study, a network pharmacology was used to explore the active compounds of spp. and their potential molecular mechanisms for treating DM. Oral bioavailability and drug-likeness from the compounds of spp. were screened using Lipinski's rule of five, BBB, HIA + and Caco-2 permeability criteria. A network of compound-target-disease-pathway was then constructed using Cytoscape. The highest degree compounds and targets were then confirmed by molecular docking and molecular dynamics (MD) simulations. The human body can absorb 33 compounds derived from spp. In addition, 58 nodes and 62 edges generated a network analysis with the DM target. The highest degree of the compound-target-disease pathway was for orcinol glucoside, AKR1B1, autoimmune diabetes, bile acid and bile salt metabolism. Furthermore, the computational docking method on spp. compounds with the highest degree revealed that orcinol glucoside interacted with PTPN1 through a hydrogen bond and resulted in a binding energy of -7.2 kcal mol. Through hydrogen bonds, orcinol glucoside in PTPN1 regulates multiple signaling pathways via the adherens junction pathway, which may play a therapeutic role in DM (type 2 diabetes: obesity). In addition, MD simulation confirmed that orcinol glucoside, is suitable for DM treatment by interacting with PTPN1.Communicated by Ramaswamy H. Sarma.
某植物是一种在印度尼西亚常用于治疗糖尿病(DM)的草药。通过我们之前的代谢组学研究和在线数据库平台确定了该植物的主要活性成分。然而,该植物治疗DM的生物学机制仍不清楚。因此,在本研究中,采用网络药理学来探索该植物的活性化合物及其治疗DM的潜在分子机制。使用Lipinski的五规则、血脑屏障、人肠上皮细胞吸收(HIA)+和Caco-2通透性标准筛选该植物化合物的口服生物利用度和类药性。然后使用Cytoscape构建化合物-靶点-疾病-途径网络。然后通过分子对接和分子动力学(MD)模拟确认最高度的化合物和靶点。人体可以吸收该植物衍生的33种化合物。此外,58个节点和62条边生成了与DM靶点的网络分析。化合物-靶点-疾病途径的最高度是针对苔黑酚葡萄糖苷、醛糖还原酶1B1、自身免疫性糖尿病、胆汁酸和胆盐代谢。此外,对最高度的该植物化合物进行的计算对接方法表明,苔黑酚葡萄糖苷通过氢键与蛋白酪氨酸磷酸酶1B(PTPN1)相互作用,结合能为-7.2千卡/摩尔。通过氢键,PTPN1中的苔黑酚葡萄糖苷通过黏附连接途径调节多个信号通路,这可能在DM(2型糖尿病:肥胖症)中发挥治疗作用。此外,MD模拟证实苔黑酚葡萄糖苷通过与PTPN1相互作用适用于DM治疗。由Ramaswamy H. Sarma传达。