Department of Biotechnology (School of Life Sciences), Federal University of Technology, Akure, P.M.B 704, Akure, Ondo State, Nigeria.
Department of Biotechnology (College of Natural and Applied Sciences), Chrisland University, Km 5, Ajebo Road, Abeokuta, Ogun State, Nigeria.
Appl Biochem Biotechnol. 2023 Dec;195(12):7520-7552. doi: 10.1007/s12010-023-04433-w. Epub 2023 Apr 3.
The unexpected rise in cancer and diabetes statistics has been a significant global threat, inciting ongoing research into various biomarkers that can act as innovative therapeutic targets for their management. The recent discovery of how EZH2-PPARs' regulatory function affects the metabolic and signalling pathways contributing to this disease has posed a significant breakthrough, with the synergistic combination of inhibitors like GSK-126 and bezafibrate for treating these diseases. Nonetheless, no findings on other protein biomarkers involved in the associated side effects have been reported. As a result of this virtual study, we identified the gene-disease association, protein interaction networks between EZH2-PPARs and other protein biomarkers regulating pancreatic cancer and diabetes pathology, ADME/Toxicity profiling, docking simulation and density functional theory of some natural products. The results indicated a correlation between obesity and hypertensive disease for the investigated biomarkers. At the same time, the predicted protein network validates the link to cancer and diabetes, and nine natural products were screened to have versatile binding capacity against the targets. Among all natural products, phytocassane A outperforms the standard drugs' (GSK-126 and bezafibrate) in silico validation for drug-likeness profiles. Hence, these natural products were conclusively proposed for additional experimental screening to complement the results on their utility in drug development for diabetes and cancer therapy against the EZH2-PPARs' new target.
癌症和糖尿病发病率的意外上升已成为全球重大威胁,促使人们不断研究各种生物标志物,这些标志物可以作为其管理的创新治疗靶点。最近发现 EZH2-PPARs 的调节功能如何影响导致这种疾病的代谢和信号通路,这是一个重大突破,可以将抑制剂(如 GSK-126 和贝扎贝特)联合使用来治疗这些疾病。然而,尚未报道其他参与相关副作用的蛋白质生物标志物的发现。由于这项虚拟研究,我们确定了 EZH2-PPARs 与其他调节胰腺癌和糖尿病病理的蛋白质生物标志物之间的基因-疾病关联、蛋白质相互作用网络、ADME/Toxicity 分析、对接模拟和一些天然产物的密度泛函理论。结果表明,所研究的生物标志物与肥胖和高血压疾病之间存在相关性。同时,预测的蛋白质网络验证了与癌症和糖尿病的联系,筛选了 9 种天然产物对这些靶点具有多功能结合能力。在所有天然产物中,植烷 A 在药物相似性特征的计算机模拟验证中优于标准药物(GSK-126 和贝扎贝特)。因此,这些天然产物被明确提出进行额外的实验筛选,以补充其在开发针对 EZH2-PPARs 新靶标的糖尿病和癌症治疗药物方面的效用的结果。