Chen Bin, Wei Wei, Ma Li, Yang Bin, Gill Ryan M, Chua Mei-Sze, Butte Atul J, So Samuel
Institute for Computational Health Sciences and Department of Pediatrics, University of California, San Francisco, California.
Asian Liver Center and Department of Surgery, Stanford University School of Medicine, Stanford University, Stanford, California.
Gastroenterology. 2017 Jun;152(8):2022-2036. doi: 10.1053/j.gastro.2017.02.039. Epub 2017 Mar 8.
BACKGROUND & AIMS: Drug repositioning offers a shorter approval process than new drug development. We therefore searched large public datasets of drug-induced gene expression signatures to identify agents that might be effective against hepatocellular carcinoma (HCC).
We searched public databases of messenger RNA expression patterns reported from HCC specimens from patients, HCC cell lines, and cells exposed to various drugs. We identified drugs that might specifically increase expression of genes that are down-regulated in HCCs and reduce expression of genes up-regulated in HCCs using a nonparametric, rank-based pattern-matching strategy based on the Kolmogorov-Smirnov statistic. We evaluated the anti-tumor activity of niclosamide and its ethanolamine salt (NEN) in HCC cell lines (HepG2, Huh7, Hep3B, Hep40, and PLC/PRF/5), primary human hepatocytes, and 2 mouse models of HCC. In one model of HCC, liver tumor development was induced by hydrodynamic delivery of a sleeping beauty transposon expressing an activated form of Ras (v12) and truncated β-catenin (N90). In another mouse model, patient-derived xenografts were established by implanting HCC cells from patients into livers of immunocompromised mice. Tumor growth was monitored by bioluminescence imaging. Tumor-bearing mice were fed a regular chow diet or a chow diet containing niclosamide or NEN. In a separate experiment using patient-derived xenografts, tumor-bearing mice were given sorafenib (the standard of care for patients with advanced HCC), NEN, or niclosamide alone; a combination of sorafenib and NEN; or a combination sorafenib and niclosamide in their drinking water, or regular water (control), and tumor growth was monitored.
Based on gene expression signatures, we identified 3 anthelmintics that significantly altered the expression of genes that are up- or down-regulated in HCCs. Niclosamide and NEN specifically reduced the viability of HCC cells: the agents were at least 7-fold more cytotoxic to HCCs than primary hepatocytes. Oral administration of NEN to mice significantly slowed growth of genetically induced liver tumors and patient-derived xenografts, whereas niclosamide did not, coinciding with the observed greater bioavailability of NEN compared with niclosamide. The combination of NEN and sorafenib was more effective at slowing growth of patient-derived xenografts than either agent alone. In HepG2 cells and in patient-derived xenografts, administration of niclosamide or NEN increased expression of 20 genes down-regulated in HCC and reduced expression of 29 genes up-regulated in the 274-gene HCC signature. Administration of NEN to mice with patient-derived xenografts reduced expression of proteins in the Wnt-β-catenin, signal transducer and activator of transcription 3, AKT-mechanistic target of rapamycin, epidermal growth factor receptor-Ras-Raf signaling pathways. Using immunoprecipitation assays, we found NEN to bind cell division cycle 37 protein and disrupt its interaction with heat shock protein 90.
In a bioinformatics search for agents that alter the HCC-specific gene expression pattern, we identified the anthelmintic niclosamide as a potential anti-tumor agent. Its ethanolamine salt, with greater bioavailability, was more effective than niclosamide at slowing the growth of genetically induced liver tumors and patient-derived xenografts in mice. Both agents disrupted interaction between cell division cycle 37 and heat shock protein 90 in HCC cells, with concomitant inhibition of their downstream signaling pathways. NEN might be effective for treatment of patients with HCC.
药物重新定位比新药开发的审批流程更短。因此,我们检索了药物诱导基因表达特征的大型公共数据集,以确定可能对肝细胞癌(HCC)有效的药物。
我们检索了来自患者的HCC标本、HCC细胞系以及暴露于各种药物的细胞所报告的信使RNA表达模式的公共数据库。我们使用基于Kolmogorov-Smirnov统计量的非参数、基于秩的模式匹配策略,确定了可能特异性增加HCC中下调基因的表达并降低HCC中上调基因表达的药物。我们评估了氯硝柳胺及其乙醇胺盐(NEN)在HCC细胞系(HepG2、Huh7、Hep3B、Hep40和PLC/PRF/5)、原代人肝细胞以及两种HCC小鼠模型中的抗肿瘤活性。在一种HCC模型中,通过流体动力学递送表达激活形式的Ras(v12)和截短的β-连环蛋白(N90)的睡美人转座子诱导肝肿瘤发生。在另一种小鼠模型中,通过将患者的HCC细胞植入免疫缺陷小鼠的肝脏来建立患者来源的异种移植模型。通过生物发光成像监测肿瘤生长。给荷瘤小鼠喂食普通饲料或含有氯硝柳胺或NEN的饲料。在一项使用患者来源异种移植模型的单独实验中,给荷瘤小鼠单独饮用索拉非尼(晚期HCC患者的标准治疗药物)、NEN或氯硝柳胺;索拉非尼和NEN的组合;或索拉非尼和氯硝柳胺的组合,或饮用普通水(对照),并监测肿瘤生长。
基于基因表达特征,我们确定了3种驱虫药,它们显著改变了HCC中上调或下调基因的表达。氯硝柳胺和NEN特异性降低了HCC细胞的活力:这些药物对HCC的细胞毒性比对原代肝细胞至少高7倍。给小鼠口服NEN可显著减缓基因诱导的肝肿瘤和患者来源异种移植瘤的生长,而氯硝柳胺则无此作用,这与观察到的NEN与氯硝柳胺相比更高的生物利用度一致。NEN与索拉非尼联合使用在减缓患者来源异种移植瘤生长方面比单独使用任何一种药物都更有效。在HepG2细胞和患者来源的异种移植瘤中,给予氯硝柳胺或NEN可增加HCC中20个下调基因的表达,并降低274个基因的HCC特征中29个上调基因的表达。给患有患者来源异种移植瘤的小鼠施用NEN可降低Wnt-β-连环蛋白、信号转导和转录激活因子3、AKT-雷帕霉素作用靶点、表皮生长因子受体-Ras-Raf信号通路中蛋白质的表达。通过免疫沉淀试验,我们发现NEN与细胞分裂周期37蛋白结合并破坏其与热休克蛋白90的相互作用。
在对改变HCC特异性基因表达模式的药物进行生物信息学搜索时,我们确定驱虫药氯硝柳胺为一种潜在的抗肿瘤药物。其乙醇胺盐具有更高的生物利用度,在减缓小鼠基因诱导的肝肿瘤和患者来源异种移植瘤的生长方面比氯硝柳胺更有效。两种药物均破坏了HCC细胞中细胞分裂周期37与热休克蛋白90之间的相互作用,并同时抑制了它们的下游信号通路。NEN可能对HCC患者有效。