Jennen Danyel, Ruiz-Aracama Ainhoa, Magkoufopoulou Christina, Peijnenburg Ad, Lommen Arjen, van Delft Joost, Kleinjans Jos
Department of Toxicogenomics, Maastricht University, the Netherlands.
BMC Syst Biol. 2011 Aug 31;5:139. doi: 10.1186/1752-0509-5-139.
The integration of different 'omics' technologies has already been shown in several in vivo studies to offer a complementary insight into cellular responses to toxic challenges. Being interested in developing in vitro cellular models as alternative to animal-based toxicity assays, we hypothesize that combining transcriptomics and metabonomics data improves the understanding of molecular mechanisms underlying the effects caused by a toxic compound also in vitro in human cells. To test this hypothesis, and with the focus on non-genotoxic carcinogenesis as an endpoint of toxicity, in the present study, the human hepatocarcinoma cell line HepG2 was exposed to the well-known environmental carcinogen 2,3,7,8-tetrachlorodibenzo-p-dioxin (TCDD).
Transcriptomics as well as metabonomics analyses demonstrated changes in TCDD-exposed HepG2 in common metabolic processes, e.g. amino acid metabolism, of which some of the changes only being confirmed if both 'omics' were integrated. In particular, this integrated analysis identified unique pathway maps involved in receptor-mediated mechanisms, such as the G-protein coupled receptor protein (GPCR) signaling pathway maps, in which the significantly up-regulated gene son of sevenless 1 (SOS1) seems to play an important role. SOS1 is an activator of several members of the RAS superfamily, a group of small GTPases known for their role in carcinogenesis.
The results presented here were not only comparable with other in vitro studies but also with in vivo studies. Moreover, new insights on the molecular responses caused by TCDD exposure were gained by the cross-omics analysis.
在多项体内研究中已表明,整合不同的“组学”技术能够为细胞对毒性挑战的反应提供互补性见解。鉴于我们有兴趣开发体外细胞模型以替代基于动物的毒性试验,我们推测,结合转录组学和代谢组学数据能够增进对有毒化合物在体外对人类细胞产生影响的分子机制的理解。为了验证这一假设,并以非遗传毒性致癌作用作为毒性终点,在本研究中,将人肝癌细胞系HepG2暴露于著名的环境致癌物2,3,7,8 - 四氯二苯并 - 对 - 二噁英(TCDD)。
转录组学和代谢组学分析均表明,暴露于TCDD的HepG2细胞在常见代谢过程中发生了变化,例如氨基酸代谢,其中一些变化只有在整合两种“组学”数据时才能得到证实。特别是,这种整合分析确定了参与受体介导机制的独特通路图谱,如G蛋白偶联受体蛋白(GPCR)信号通路图谱,其中显著上调的基因七号less之子1(SOS1)似乎发挥着重要作用。SOS1是RAS超家族多个成员的激活剂,RAS超家族是一组已知在致癌过程中起作用的小GTP酶。
此处呈现的结果不仅与其他体外研究可比,也与体内研究可比。此外,通过跨组学分析获得了关于TCDD暴露引起的分子反应的新见解。