Marsan Melike, Van den Eynden Gert, Limame Ridha, Neven Patrick, Hauspy Jan, Van Dam Peter A, Vergote Ignace, Dirix Luc Y, Vermeulen Peter B, Van Laere Steven J
Translational Cancer Research Unit, Oncology Center, GZA Hospitals Sint-Augustinus, Antwerp, Belgium ; Department of oncology, KU Leuven, Leuven, Belgium.
Translational Cancer Research Unit, Oncology Center, GZA Hospitals Sint-Augustinus, Antwerp, Belgium.
PLoS One. 2014 Feb 21;9(2):e89262. doi: 10.1371/journal.pone.0089262. eCollection 2014.
Metastases remain the primary cause of cancer-related death. The acquisition of invasive tumour cell behaviour is thought to be a cornerstone of the metastatic cascade. Therefore, gene signatures related to invasiveness could aid in stratifying patients according to their prognostic profile. In the present study we aimed at identifying an invasiveness gene signature and investigated its biological relevance in breast cancer.
METHODS & RESULTS: We collected a set of published gene signatures related to cell motility and invasion. Using this collection, we identified 16 genes that were represented at a higher frequency than observed by coincidence, hereafter named the core invasiveness gene signature. Principal component analysis showed that these overrepresented genes were able to segregate invasive and non-invasive breast cancer cell lines, outperforming sets of 16 randomly selected genes (all P<0.001). When applied onto additional data sets, the expression of the core invasiveness gene signature was significantly elevated in cell lines forced to undergo epithelial-mesenchymal transition. The link between core invasiveness gene expression and epithelial-mesenchymal transition was also confirmed in a dataset consisting of 2420 human breast cancer samples. Univariate and multivariate Cox regression analysis demonstrated that CIG expression is not associated with a shorter distant metastasis free survival interval (HR = 0.956, 95%C.I. = 0.896-1.019, P = 0.186).
These data demonstrate that we have identified a set of core invasiveness genes, the expression of which is associated with epithelial-mesenchymal transition in breast cancer cell lines and in human tissue samples. Despite the connection between epithelial-mesenchymal transition and invasive tumour cell behaviour, we were unable to demonstrate a link between the core invasiveness gene signature and enhanced metastatic potential.
转移仍然是癌症相关死亡的主要原因。侵袭性肿瘤细胞行为的获得被认为是转移级联反应的基石。因此,与侵袭性相关的基因特征有助于根据患者的预后情况进行分层。在本研究中,我们旨在识别侵袭性基因特征,并研究其在乳腺癌中的生物学相关性。
我们收集了一组已发表的与细胞运动和侵袭相关的基因特征。利用这一集合,我们鉴定出16个基因,其出现频率高于随机预期,以下称为核心侵袭性基因特征。主成分分析表明,这些过度表达的基因能够区分侵袭性和非侵袭性乳腺癌细胞系,优于16个随机选择的基因集(所有P<0.001)。当应用于其他数据集时,核心侵袭性基因特征的表达在被迫经历上皮-间质转化的细胞系中显著升高。在一个由2420个人类乳腺癌样本组成的数据集中,也证实了核心侵袭性基因表达与上皮-间质转化之间的联系。单变量和多变量Cox回归分析表明,核心侵袭性基因(CIG)表达与无远处转移生存期缩短无关(HR = 0.956,95%置信区间= 0.896 - 1.019,P = 0.186)。
这些数据表明,我们已经鉴定出一组核心侵袭性基因,其表达与乳腺癌细胞系和人类组织样本中的上皮-间质转化相关。尽管上皮-间质转化与侵袭性肿瘤细胞行为之间存在联系,但我们未能证明核心侵袭性基因特征与增强的转移潜能之间存在联系。