Das Shaoli, Deng Xiang, Camphausen Kevin, Shankavaram Uma
Radiation Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA.
Arch Cancer Biol Ther. 2020;1(2):42-47.
We have recently published SL-BioDP, a web resource for querying, exploration and visualization of potential synthetic lethal targets and possible synergistic drug combinations for 18 cancer types.
From our predictive synthetic lethality model used in SL-BioDP, we inferred TP53 mutation lead to potential synergistic drug combination of Bortezomib and Vorinostat. Here we show, how to extrapolate the drug combination results by combining drug screening data from cancer cell lines and showed the potential synergy of the drug targets, proteasome, and histone deacetylase (HDAC) pathways respectively, for patient survival advantage.
We found that TP53 mutation is potentially synthetic lethal with multiple genes from the proteasome and HDAC pathways exclusively in many cancer types. Also, HDAC and proteasomes were found to have potential synthetic lethal relationship. Using drug screening data in cancer cell line, the sensitivity of the HDAC inhibitor drug Vorinostat was found to be increased in TP53 mutated cells where the proteasome pathway was downregulated.
Our in-silico pharmacogenomic study indicates that the potential synergistic drug combination of proteasome and HDAC inhibitors may be considered as potential treatment for TP53-mutant cancers.
我们最近发布了SL-BioDP,这是一个用于查询、探索和可视化18种癌症类型潜在合成致死靶点及可能的协同药物组合的网络资源。
从我们在SL-BioDP中使用的预测性合成致死模型,我们推断TP53突变导致硼替佐米和伏立诺他的潜在协同药物组合。在此我们展示了如何通过结合癌细胞系的药物筛选数据来推断药物组合结果,并分别展示了药物靶点蛋白酶体和组蛋白去乙酰化酶(HDAC)途径对患者生存优势的潜在协同作用。
我们发现TP53突变在许多癌症类型中仅与蛋白酶体和HDAC途径中的多个基因存在潜在合成致死关系。此外,发现HDAC和蛋白酶体存在潜在合成致死关系。利用癌细胞系中的药物筛选数据,发现在蛋白酶体途径下调的TP53突变细胞中,HDAC抑制剂药物伏立诺他的敏感性增加。
我们的计算机药物基因组学研究表明,蛋白酶体和HDAC抑制剂的潜在协同药物组合可被视为TP53突变癌症的潜在治疗方法。