Am J Transl Res. 2011 Aug 15;3(4):374-82. Epub 2011 Jul 26.
Systems biology and molecular network modeling are important tools that are finding application in anti-cancer drug discovery. These technologies can be utilized to map and evaluate the entire set of pathways modulated by drugs in cancer cells without loosing key details. Such integrated approaches are especially useful in understanding the mechanism of action of agents that do not have a defined target. Our novel compound CDF (a synthetic analogue of curcumin), is one such multi-targeted agent with proven anti-cancer activity in vitro and in vivo. However, its mechanism of action is not fully understood, and thus a thorough analysis of key pathways targeted by CDF would be important for developing targeted and tailored therapy in the future. Applying Ingenuity Pathway Analysis (IPA), we have mapped the pathways altered by CDF treatment of BxPC-3 pancreatic cancer (PC) cells. Illumina HT-12 microar-rays were performed on RNA extracted from CDF treated cells. IPA analysis of gene expression at early time point (24 hrs) revealed deregulation of genes in the c-Myc hub. Western blot analysis validated the activation of c-Myc, p73 and its downstream pro-apoptotic effector Bax with simultaneous down-regulation of Bcl-2 in two distinct pancreatic cancer cell lines (BxPC-3 and Colo-357). In order to further delineate the role of c-Myc in inducing apoptosis, siRNA silencing technology was used. As expected, c-Myc siRNA knockdown resulted in abrogation of the growth inhibitory and apoptotic potential of CDF. In conclusion, our results demonstrate a novel c-Myc driven apoptotic network activated by CDF in PC cells that is independent of wild-type p53, and thus warrants further investigation on the clinical utility of CDF.
系统生物学和分子网络建模是重要的工具,正在被应用于抗癌药物的发现中。这些技术可以用于绘制和评估药物在癌细胞中调节的整个通路组,而不会丢失关键细节。这种集成方法在理解没有明确靶标的药物的作用机制方面特别有用。我们的新型化合物 CDF(姜黄素的合成类似物)就是这样一种多靶标药物,已在体外和体内证明具有抗癌活性。然而,其作用机制尚不完全清楚,因此对 CDF 靶向的关键通路进行全面分析对于未来开发靶向和定制治疗方法非常重要。应用 IPA(Ingenuity Pathway Analysis),我们对 CDF 处理 BxPC-3 胰腺癌细胞后改变的通路进行了映射。对 CDF 处理细胞提取的 RNA 进行了 Illumina HT-12 微阵列分析。IPA 对早期(24 小时)基因表达的分析显示,c-Myc 枢纽中的基因失调。Western blot 分析验证了 c-Myc、p73 及其下游促凋亡效应因子 Bax 的激活,同时在两种不同的胰腺癌细胞系(BxPC-3 和 Colo-357)中下调了 Bcl-2。为了进一步阐明 c-Myc 在诱导细胞凋亡中的作用,使用了 siRNA 沉默技术。正如预期的那样,c-Myc siRNA 敲低导致 CDF 的生长抑制和凋亡潜能丧失。总之,我们的结果表明,CDF 在胰腺癌细胞中激活了一种新的 c-Myc 驱动的凋亡网络,该网络独立于野生型 p53,因此值得进一步研究 CDF 的临床应用。