Bioinformatics Sub-DIC, Department of Molecular Biology & Genetic Engineering, College of Basic Science and Humanities, Govind Ballabh Pant University of Agriculture and Technology, Pantnagar, Udham Singh Nagar, 263145, Uttarakhand, India.
Department of Biotechnology, Andhra University, Vishakhapatnam, 530003, Andhra Pradesh, India.
BMC Pharmacol Toxicol. 2021 Nov 2;22(1):68. doi: 10.1186/s40360-021-00512-y.
Ovarian cancer is the world's dreaded disease and its prevalence is expanding globally. The study of integrated molecular networks is crucial for the basic mechanism of cancer cells and their progression. During the present investigation, we have examined different flavonoids that target protein kinases B (AKT1) protein which exerts their anticancer efficiency intriguing the role in cross-talk cell signalling, by metabolic processes through in-silico approaches.
Molecular dynamics simulation (MDS) was performed to analyze and evaluate the stability of the complexes under physiological conditions and the results were congruent with molecular docking. This investigation revealed the effect of a point mutation (W80R), considered based on their frequency of occurrence, with AKT1 protein.
The ligand with high docking scores and favourable behaviour on dynamic simulations are proposed as potential W80R inhibitors. A virtual screening analysis was performed with 12,000 flavonoids satisfying Lipinski's rule of five according to which drug-likeness is predicted based on its pharmacological and biological properties to be active and taken orally. The pharmacokinetic ADME (adsorption, digestion, metabolism, and excretion) studies featured drug-likeness. Subsequently, a statistically significant 3D-QSAR model of high correlation coefficient (R2) with 0.822 and cross-validation coefficient (Q2) with 0.6132 at 4 component PLS (partial least square) were used to verify the accuracy of the models. Taxifolin holds good interactions with the binding domain of W80R, highest Glide score of - 9.63 kcal/mol with OH of GLU and H bond ASP and LEU amino acid residues and one pi-cation interaction and one hydrophobic bond with LYS.
Natural compounds have always been a richest source of active compounds with a wide variety of structures, therefore, these compounds showed a special inspiration for medical chemists. The present study has aimed molecular docking and molecular dynamics simulation studies on taxifolin targeting W80R mutant protein of protein kinase B/serine- threonine kinase/AKT1 (EC:2.7.11.1) protein of ovarian cancer for designing therapeutic intervention. The expected result supported the molecular cause in a mutant form which resulted in a gain of ovarian cancer. Here we discussed validations computationally and yet experimental evaluation or in vivo studies are endorsed for further study. Several of these compounds should become the next marvels for early detection of ovarian cancer.
卵巢癌是全球令人畏惧的疾病,其发病率正在全球范围内扩大。整合分子网络的研究对于癌症细胞的基本机制及其进展至关重要。在目前的研究中,我们研究了不同的类黄酮,这些类黄酮针对蛋白激酶 B(AKT1)蛋白,通过代谢过程通过计算机模拟方法在细胞信号转导的串扰中发挥其抗癌效率。
进行分子动力学模拟(MDS)分析和评估在生理条件下复合物的稳定性,结果与分子对接一致。这项研究揭示了点突变(W80R)的影响,这是基于其发生的频率,与 AKT1 蛋白有关。
提出了具有高对接分数和动态模拟中良好行为的配体作为潜在的 W80R 抑制剂。对 12000 种满足 Lipinski 五规则的类黄酮进行了虚拟筛选分析,根据这些规则,基于其药理学和生物学特性预测了药物的活性和口服性。药代动力学 ADME(吸收、消化、代谢和排泄)研究具有药物特征。随后,使用具有 0.822 高相关系数(R2)和 0.6132 交叉验证系数(Q2)的统计学上显著的 3D-QSAR 模型,使用 4 个成分 PLS(偏最小二乘)进行验证模型的准确性。Taxifolin 与 W80R 结合域保持良好的相互作用,最高 Glide 评分为 -9.63kcal/mol,与 GLU 和 H 键 ASP 和 LEU 氨基酸残基结合,与 LYS 有一个 pi-cation 相互作用和一个疏水键。
天然化合物一直是活性化合物的最丰富来源,具有广泛的结构多样性,因此,这些化合物为医学化学家提供了特殊的灵感。本研究旨在对卵巢癌蛋白激酶 B/丝氨酸-苏氨酸激酶/AKT1(EC:2.7.11.1)蛋白的 W80R 突变蛋白进行分子对接和分子动力学模拟研究,为设计治疗干预提供指导。预期结果支持在突变形式下的分子原因,导致卵巢癌的发生。在这里,我们从计算上讨论了验证,但实验评估或体内研究得到了支持,以进一步研究。这些化合物中的几种应该成为早期发现卵巢癌的下一个奇迹。