Kim Marianne K, Caplen Natasha, Chakka Sirisha, Hernandez Lidia, House Carrie, Pongas Georgios, Jordan Elizabeth, Annunziata Christina M
Women's Malignancies Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD, 20892, USA.
Gene Silencing Section, Genetics Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD, 20892, USA.
BMC Cancer. 2016 Aug 24;16(1):678. doi: 10.1186/s12885-016-2675-5.
shRNA-mediated lethality screening is a useful tool to identify essential targets in cancer biology. Ovarian cancer (OC) is extremely heterogeneous and most cases are advanced stages at diagnosis. OC has a high response rate initially, but becomes resistant to standard chemotherapy. We previously employed high throughput global shRNA sensitization screens to identify NF-kB related pathways. Here, we re-analyzed our previous shRNA screens in an unbiased manner to identify clinically applicable molecular targets.
We proceeded with siRNA lethality screening using the top 55 genes in an expanded set of 6 OC cell lines. We investigated clinical relevance of candidate targets in The Cancer Genome Atlas OC dataset. To move these findings towards the clinic, we chose four pharmacological inhibitors to recapitulate the top siRNA effects: Oxozeaenol (for MAP3K7/TAK1), BI6727 (PLK1), MK1775 (WEE1), and Lapatinib (ERBB2). Cytotoxic effects were measured by cellular viability assay, as single agents and in 2-way combinations. Co-treatments were evaluated in either sequential or simultaneous exposure to drug for short term and extended periods to simulate different treatment strategies.
Loss-of-function shRNA screens followed by short-term siRNA validation screens identified therapeutic targets in OC cells. Candidate genes were dysregulated in a subset of TCGA OCs although the alterations of these genes showed no statistical significance to overall survival. Pharmacological inhibitors such as Oxozeaenol, BI6727, and MK1775 showed cytotoxic effects in OC cells regardless of cisplatin responsiveness, while all OC cells tested were cytostatic to Lapatinib. Co-treatment with BI6727 and MK1775 at sub-lethal concentrations was equally potent to BI6727 alone at lethal concentrations without cellular re-growth after the drugs were washed off, suggesting the co-inhibition at reduced dosages may be more efficacious than maximal single-agent cytotoxic concentrations.
Loss-of-function screen followed by in vitro target validation using chemical inhibitors identified clinically relevant targets. This approach has the potential to systematically refine therapeutic strategies in OC. These molecular target-driven strategies may provide additional therapeutic options for women whose tumors have become refractory to standard chemotherapy.
短发夹RNA(shRNA)介导的致死性筛选是在癌症生物学中鉴定必需靶点的有用工具。卵巢癌(OC)具有高度异质性,大多数病例在诊断时已处于晚期。OC最初的缓解率较高,但会对标准化疗产生耐药性。我们之前采用高通量全基因组shRNA致敏筛选来鉴定与核因子-κB(NF-κB)相关的信号通路。在此,我们以无偏倚的方式重新分析了我们之前的shRNA筛选结果,以鉴定临床上可应用的分子靶点。
我们使用6种OC细胞系扩展集中的前55个基因进行小干扰RNA(siRNA)致死性筛选。我们在癌症基因组图谱OC数据集中研究了候选靶点的临床相关性。为了将这些发现应用于临床,我们选择了四种药理抑制剂来重现顶级siRNA的作用:氧化紫衫醇(针对丝裂原活化蛋白激酶激酶7/MAP3K7/转化生长因子β激活激酶1/TAK1)、BI6727(针对丝氨酸/苏氨酸蛋白激酶1/PLK1)、MK1775(针对wee1样蛋白激酶1/WEE1)和拉帕替尼(针对表皮生长因子受体2/ERBB2)。通过细胞活力测定法测量细胞毒性作用,作为单一药物以及两种药物联合使用时的情况。在短期和长期的序贯或同时给药中评估联合治疗,以模拟不同的治疗策略。
功能缺失的shRNA筛选随后进行短期siRNA验证筛选,确定了OC细胞中的治疗靶点。候选基因在癌症基因组图谱OC的一部分病例中表达失调,尽管这些基因的改变对总生存期无统计学意义。氧化紫衫醇、BI6727和MK1775等药理抑制剂在OC细胞中显示出细胞毒性作用,无论顺铂反应性如何,而所有测试的OC细胞对拉帕替尼均有细胞生长抑制作用。在亚致死浓度下将BI6727和MK1775联合使用与单独使用致死浓度的BI6727具有同等效力,药物洗脱后细胞不再生长,这表明在降低剂量下的联合抑制可能比最大单药细胞毒性浓度更有效。
功能缺失筛选随后使用化学抑制剂进行体外靶点验证,确定了临床相关靶点。这种方法有可能系统地优化OC的治疗策略。这些分子靶点驱动的策略可能为其肿瘤对标准化疗产生耐药性的女性提供额外的治疗选择。