Department of Pharmacognosy and Phytochemistry, B. V. Patel Pharmaceutical Education and Research Development (PERD) Centre, Ahmedabad, Gujarat, India; Department of Life science, School of Science, Gujarat University, Ahmedabad, Gujarat, India.
Department of Pharmaceutical Chemistry, L. M. College of Pharmacy, Navrangpura, Ahmedabad, Gujarat, India.
Int J Biol Macromol. 2019 Nov 1;140:454-468. doi: 10.1016/j.ijbiomac.2019.08.061. Epub 2019 Aug 9.
Triple-negative breast cancer (TNBC) is an aggressive disease exemplified by a poor prognosis, greater degrees of relapse, the absence of hormonal receptors for coherent utilization of targeted therapy, poor response to currently available therapeutics and development of chemoresistance. Aberrant activity of sirtuins (SIRTs) has strong implications in the metastatic and oncogenic progression of TNBC. Synthetic SIRT inhibitors are effective, however, they have shown adverse side effects emphasizing the need for plant-derived inhibitors (PDIs). In the current study, we identified potential plant-derived sirtuin inhibitors using in silico approach i.e. molecular docking, ADMET and molecular dynamics simulations (MD). Docking studies revealed that Sulforaphane, Kaempferol and Apigenin exhibits the highest docking scores against SIRT1 & 5, 3 and 6 respectively. ADMET analysis of above hits demonstrated drug-like profile. MD of prioritized SIRTs-PDIs complexes displayed stability with insignificant deviations throughout the trajectory. Furthermore, we determined the effect of our prioritized molecules on cellular viability, global activity as well as protein expression of sirtuins and stemness of TNBC cells utilizing in vitro techniques. Our in vitro findings complements our in silico results. Collectively, these findings provide a better insight into the structural basis of sirtuin inhibition and can facilitate drug design process for TNBC management.
三阴性乳腺癌(TNBC)是一种侵袭性疾病,其预后较差,复发程度较高,缺乏激素受体,无法进行靶向治疗,对现有治疗方法的反应较差,并且容易产生化疗耐药性。沉默调节蛋白(SIRTs)的异常活性对 TNBC 的转移和致癌进展有重要影响。合成的 SIRT 抑制剂有效,但是它们显示出不良反应,这强调了需要植物来源的抑制剂(PDIs)。在本研究中,我们使用计算机模拟方法(即分子对接、ADMET 和分子动力学模拟(MD))来鉴定潜在的植物来源的 SIRT 抑制剂。对接研究表明,萝卜硫素、山奈酚和芹菜素对 SIRT1 和 SIRT5 的对接评分最高,分别为 3 和 6。上述命中物的 ADMET 分析表明具有类药性特征。优先 SIRTs-PDI 复合物的 MD 显示在整个轨迹中具有稳定性,没有明显的偏差。此外,我们利用体外技术确定了我们优先考虑的分子对 TNBC 细胞的细胞活力、整体活性以及 SIRT 蛋白表达和干性的影响。我们的体外发现补充了我们的计算机模拟结果。总的来说,这些发现提供了对 SIRT 抑制结构基础的更好理解,并可以促进 TNBC 管理的药物设计过程。