Center for Computational Biology and Bioinformatics, Columbia University, New York, New York, United States of America.
PLoS One. 2012;7(4):e34705. doi: 10.1371/journal.pone.0034705. Epub 2012 Apr 6.
A stage-associated gene expression signature of coordinately expressed genes, including the transcription factor Slug (SNAI2) and other epithelial-mesenchymal transition (EMT) markers has been found present in samples from publicly available gene expression datasets in multiple cancer types, including nonepithelial cancers. The expression levels of the co-expressed genes vary in a continuous and coordinate manner across the samples, ranging from absence of expression to strong co-expression of all genes. These data suggest that tumor cells may pass through an EMT-like process of mesenchymal transition to varying degrees. Here we show that, in glioblastoma multiforme (GBM), this signature is associated with time to recurrence following initial treatment. By analyzing data from The Cancer Genome Atlas (TCGA), we found that GBM patients who responded to therapy and had long time to recurrence had low levels of the signature in their tumor samples (P = 3×10(-7)). We also found that the signature is strongly correlated in gliomas with the putative stem cell marker CD44, and is highly enriched among the differentially expressed genes in glioblastomas vs. lower grade gliomas. Our results suggest that long delay before tumor recurrence is associated with absence of the mesenchymal transition signature, raising the possibility that inhibiting this transition might improve the durability of therapy in glioma patients.
在多种癌症类型(包括非上皮癌)的公开基因表达数据集的样本中,已经发现了一个与阶段相关的基因表达特征,该特征包括转录因子 Slug(SNAI2)和其他上皮-间充质转化(EMT)标志物的协调表达基因。共同表达基因的表达水平在样本中呈连续协调的方式变化,从无表达到所有基因的强烈共表达。这些数据表明,肿瘤细胞可能会经历不同程度的 EMT 样间质转化过程。在这里,我们表明在多形性胶质母细胞瘤(GBM)中,该特征与初始治疗后复发的时间有关。通过分析癌症基因组图谱(TCGA)的数据,我们发现对治疗有反应且复发时间较长的 GBM 患者在其肿瘤样本中该特征的水平较低(P=3×10(-7))。我们还发现该特征与假定的干细胞标志物 CD44 在神经胶质瘤中强烈相关,并且在胶质母细胞瘤与低级别神经胶质瘤之间差异表达的基因中高度富集。我们的结果表明,肿瘤复发前的长时间延迟与间质转化特征的缺失有关,这增加了抑制这种转化可能会提高神经胶质瘤患者治疗持久性的可能性。