使用计算方法探索生物活性化合物对Keap1-Kelch蛋白的抑制潜力。
Exploring the inhibitory potentials of bioactive compounds against Keap1-Kelch protein using computational approaches.
作者信息
Adelusi Temitope Isaac, Abdul-Hammed Misbaudeen, Idris Mukhtar Oluwaseun, Kehinde Oyedele Qudus, Boyenle Ibrahim Damilare, Divine Ukachi Chiamaka, Adedotun Ibrahim Olaide, Folorunsho Ajayi Ayodeji, Kolawole Oladipo Elijah
机构信息
Computational Biology/Drug Discovery Laboratory, Department of Biochemistry, Ladoke Akintola University of Technology, Ogbomoso, Nigeria.
Biophysical and Computational Chemistry Unit, Department of Pure and Applied Chemistry, Ladoke Akintola University of Technology, Ogbomoso, Oyo State Nigeria.
出版信息
In Silico Pharmacol. 2021 Jun 25;9(1):39. doi: 10.1007/s40203-021-00100-2. eCollection 2021.
UNLABELLED
The search for Keap1 inhibitors as potential Nrf2 activator is a way of increasing the antioxidant status of the human cellular environ. In this research, we used in silico methods to investigate Keap1-kelch inhibitory potential of bioactive compounds in order to predict their Nrf2 activating potential. ADMET profiling, physicochemical properties, molecular docking, molecular dynamics, and Molecular Mechanics-Poisson Boltzmann Surface Area (g_MMPBSA) free energy calculation studies were executed to drive home our aim. Out of all the bioactive compounds of , catechin (CAT) and chlorogenic acid (CGA) were selected based on their ADMET profile, physicochemical properties, and molecular docking analysis. Molecular docking studies of CAT and CGA to Keap1 kelch domain showed that they have - 9.2 kJ/mol and - 9.1 kJ/mol binding energies respectively with CAT having four hydrogen bond interactions with Keap1 while CGA had three. Analysis after the 30 ns molecular dynamics simulation revealed that CAT and CGA were both stable, although with minimal conformational alterations at the kelch pocket of Keap1. Finally, MMPBSA calculation of the Gibbs free energy of each amino acid interaction with CAT and CGA revealed that CAT had a higher total binding energy than CGA. Therefore, the Keap1 inhibitory capacities and the molecular dynamic characters of CAT and CGA at the Kelch domain of Keap1 suggest a putative Nrf2 signaling activating prowess.
SUPPLEMENTARY INFORMATION
The online version contains supplementary material available at 10.1007/s40203-021-00100-2.
未标注
寻找作为潜在Nrf2激活剂的Keap1抑制剂是提高人类细胞环境抗氧化状态的一种方法。在本研究中,我们使用计算机模拟方法研究生物活性化合物对Keap1- Kelch的抑制潜力,以预测它们激活Nrf2的潜力。进行了ADMET分析、理化性质、分子对接、分子动力学和分子力学-泊松玻尔兹曼表面积(g_MMPBSA)自由能计算研究,以实现我们的目标。在所有生物活性化合物中,根据儿茶素(CAT)和绿原酸(CGA)的ADMET特征、理化性质和分子对接分析,选择了这两种化合物。CAT和CGA与Keap1 Kelch结构域的分子对接研究表明,它们的结合能分别为-9.2 kJ/mol和-9.1 kJ/mol,其中CAT与Keap1有四个氢键相互作用,而CGA有三个。30 ns分子动力学模拟后的分析表明,CAT和CGA都很稳定,尽管在Keap1的Kelch口袋处构象变化很小。最后,MMPBSA计算每个氨基酸与CAT和CGA相互作用的吉布斯自由能,结果表明CAT的总结合能高于CGA。因此,CAT和CGA在Keap1的Kelch结构域的Keap1抑制能力和分子动力学特征表明它们具有激活Nrf2信号的潜在能力。
补充信息
在线版本包含可在10.1007/s40203-021-00100-2获取的补充材料。