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基于连接图谱的系统方法鉴定上皮-间充质转化抑制剂。

Identifying inhibitors of epithelial-mesenchymal transition by connectivity map-based systems approach.

机构信息

Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, University of Michigan Medical Center, Ann Arbor, Michigan 48109, USA.

出版信息

J Thorac Oncol. 2011 Nov;6(11):1784-92. doi: 10.1097/JTO.0b013e31822adfb0.

Abstract

BACKGROUND

Acquisition of mesenchymal phenotype by epithelial cells by means of epithelial-mesenchymal transition (EMT) is considered as an early event in the multistep process of tumor metastasis. Therefore, inhibition of EMT might be a rational strategy to prevent metastasis.

METHODS

Using the global gene expression profile from a cell culture model of transforming growth factor-β (TGF-β)-induced EMT, we identified potential EMT inhibitors. We used a publicly available database (www.broad.mit.edu/cmap) comprising gene expression profiles obtained from multiple different cell lines in response to various drugs to derive negative correlations to EMT gene expression profile using Connectivity Map, a pattern matching tool.

RESULTS

Experimental validation of the identified compounds showed rapamycin as a novel inhibitor of TGF-β signaling along with 17-AAG, a known modulator of TGF-β pathway. Both of these compounds completely blocked EMT and the associated migratory and invasive phenotype. The other identified compound, LY294002, demonstrated a selective inhibition of mesenchymal markers, cell migration and invasion, without affecting the loss of E-cadherin expression or Smad phosphorylation.

CONCLUSIONS

Our data reveal that rapamycin is a novel modulator of TGF-β signaling, and along with 17-AAG and LY294002, could be used as therapeutic agent for inhibiting EMT. This study demonstrates the potential of a systems approach in identifying novel modulators of a complex biological process.

摘要

背景

上皮细胞通过上皮-间质转化(EMT)获得间充质表型被认为是肿瘤转移多步骤过程中的早期事件。因此,抑制 EMT 可能是预防转移的合理策略。

方法

我们使用 TGF-β诱导的 EMT 细胞培养模型的全基因表达谱,鉴定了潜在的 EMT 抑制剂。我们使用了一个公共数据库(www.broad.mit.edu/cmap),其中包含来自多个不同细胞系对各种药物反应的基因表达谱,使用连接图谱(一种模式匹配工具)从 EMT 基因表达谱中得出负相关。

结果

对鉴定出的化合物进行实验验证表明,雷帕霉素是 TGF-β 信号的新型抑制剂,与 17-AAG (TGF-β 途径的已知调节剂)一起。这两种化合物都完全阻断了 EMT 及其相关的迁移和侵袭表型。另一种鉴定出的化合物 LY294002 表现出对间充质标记物、细胞迁移和侵袭的选择性抑制,而不影响 E-钙粘蛋白表达或 Smad 磷酸化的丧失。

结论

我们的数据表明雷帕霉素是 TGF-β 信号的新型调节剂,与 17-AAG 和 LY294002 一起,可作为抑制 EMT 的治疗剂。本研究证明了系统方法在鉴定复杂生物过程的新型调节剂方面的潜力。

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