Center for Computational Biology and Bioinformatics, Columbia University, New York, NY, USA.
BMC Cancer. 2011 Dec 30;11:529. doi: 10.1186/1471-2407-11-529.
The biological mechanisms underlying cancer cell motility and invasiveness remain unclear, although it has been hypothesized that they involve some type of epithelial-mesenchymal transition (EMT).
We used xenograft models of human cancer cells in immunocompromised mice, profiling the harvested tumors separately with species-specific probes and computationally analyzing the results.
Here we show that human cancer cells express in vivo a precise multi-cancer invasion-associated gene expression signature that prominently includes many EMT markers, among them the transcription factor Slug, fibronectin, and α-SMA. We found that human, but not mouse, cells express the signature and Slug is the only upregulated EMT-inducing transcription factor. The signature is also present in samples from many publicly available cancer gene expression datasets, suggesting that it is produced by the cancer cells themselves in multiple cancer types, including nonepithelial cancers such as neuroblastoma. Furthermore, we found that the presence of the signature in human xenografted cells was associated with a downregulation of adipocyte markers in the mouse tissue adjacent to the invasive tumor, suggesting that the signature is triggered by contextual microenvironmental interactions when the cancer cells encounter adipocytes, as previously reported.
The known, precise and consistent gene composition of this cancer mesenchymal transition signature, particularly when combined with simultaneous analysis of the adjacent microenvironment, provides unique opportunities for shedding light on the underlying mechanisms of cancer invasiveness as well as identifying potential diagnostic markers and targets for metastasis-inhibiting therapeutics.
尽管人们假设癌症细胞的迁移和侵袭性涉及某种上皮-间充质转化(EMT),但其潜在的生物学机制仍不清楚。
我们使用免疫缺陷小鼠中的人癌细胞异种移植模型,分别使用种属特异性探针对采集的肿瘤进行分析,并进行计算分析。
我们在此表明,人类癌细胞在体内表达一种精确的多癌症侵袭相关基因表达特征,其中包括许多 EMT 标志物,如转录因子 Slug、纤连蛋白和α-SMA。我们发现,只有人类细胞而非小鼠细胞表达该特征,并且 Slug 是唯一上调的 EMT 诱导转录因子。该特征也存在于许多公开的癌症基因表达数据集的样本中,这表明它是由多种癌症类型中的癌细胞自身产生的,包括神经母细胞瘤等非上皮性癌症。此外,我们发现,在人类异种移植细胞中存在该特征与浸润性肿瘤相邻的小鼠组织中脂肪细胞标志物的下调有关,这表明该特征是由癌细胞遇到脂肪细胞时的上下文微环境相互作用触发的,正如先前报道的那样。
该癌症间充质转化特征的已知、精确和一致的基因组成,特别是与相邻微环境的同时分析相结合,为深入了解癌症侵袭性的潜在机制以及识别潜在的诊断标志物和转移抑制治疗靶点提供了独特的机会。