Biotechnology Study Program, Faculty of Biotechnology, Atma Jaya Catholic University of Indonesia, Jakarta, Indonesia.
Faculty of Pharmacy, Sanata Dharma University, Yogyakarta, Indonesia.
PLoS One. 2023 Jul 19;18(7):e0288810. doi: 10.1371/journal.pone.0288810. eCollection 2023.
Computational methods were used to investigate six anthocyanidins exhibiting antidiabetic activity by inhibiting glucokinase regulatory protein (GKRP) activity. Density functional theory was used to optimise the geometry of anthocyanidins and calculate their quantum chemical properties. A blind docking method was employed to conduct a molecular docking study, which revealed that delphinidin (Del), cyanidin (Cya), and pelargonidin (Pel) as potential GKRP inhibitors with the lowest binding free energy of -8.7, -8.6, and -8.6 kcal/mol, corresponding to high binding affinity. The molecular dynamics study further verified the blind docking results by showing high GKRP-F1P complex stability and high binding affinity calculated through the MM/GBSA method, upon the binding of pelargonidin. The lower RMSF values of pivotal GK-interacting residues for GKRP-F1P-Pel compared to GKRP-F1P, as a positive control, indicating pelargonidin ability to maintain the inactive conformation of GKRP through the inhibition of GK binding. The key residues that control the binding of the F1P to GKRP and anthocyanidin to GKRP-F1P were also identified in this study. Altogether, pelargonidin is anthocyanidins-derived natural products that have the most potential to act as inhibitors of GKRP and as antidiabetic nutraceuticals.
计算方法被用于研究六种具有抗糖尿病活性的花色苷,通过抑制葡萄糖激酶调节蛋白(GKRP)的活性。密度泛函理论被用于优化花色苷的几何形状并计算其量子化学性质。采用盲对接方法进行分子对接研究,结果表明飞燕草素(Del)、矢车菊素(Cya)和天竺葵素(Pel)是潜在的 GKRP 抑制剂,其最低结合自由能分别为-8.7、-8.6 和-8.6 kcal/mol,对应高结合亲和力。分子动力学研究进一步通过显示高 GKRP-F1P 复合物稳定性和通过 MM/GBSA 方法计算的高结合亲和力来验证盲对接结果,当结合天竺葵素时。与阳性对照 GKRP-F1P 相比,GKRP-F1P-Pel 中关键 GK 相互作用残基的 RMSF 值较低,表明天竺葵素能够通过抑制 GK 结合来维持 GKRP 的无活性构象。本研究还确定了控制 F1P 与 GKRP 结合以及花色苷与 GKRP-F1P 结合的关键残基。总的来说,天竺葵素是花色苷衍生的天然产物,最有潜力作为 GKRP 的抑制剂和抗糖尿病营养保健品。