School of Life Science and Technology, Tongji University, Shanghai 200092, China.
BMC Genomics. 2013 Oct 4;14:680. doi: 10.1186/1471-2164-14-680.
The epithelial-to-mesenchymal transition is an important mechanism in cancer metastasis. Although transcription factors including SNAIL, SLUG, and TWIST1 regulate the epithelial-to-mesenchymal transition, other unknown transcription factors could also be involved. Identification of the full complement of transcription factors is essential for a more complete understanding of gene regulation in this process. Chromatin immunoprecipitation-sequencing (ChIP-Seq) technologies have been used to detect genome-wide binding of transcription factors; here, we developed a systematic approach to integrate existing ChIP-Seq and transcriptome data. We scanned multiple transcription factors to investigate their functional impact on the epithelial-to-mesenchymal transition in the human A549 lung adenocarcinoma cell line.
Among the transcription factors tested, impact scores identified the forkhead box protein A1 (FOXA1) as the most significant transcription factor in the epithelial-to-mesenchymal transition. FOXA1 physically associates with the promoters of its predicted target genes. Several critical epithelial-to-mesenchymal transition effectors involved in cellular adhesion and cellular communication were identified in the regulatory network of FOXA1, including FOXA2, FGA, FGB, FGG, and FGL1. The implication of FOXA1 in the epithelial-to-mesenchymal transition via its regulatory network indicates that FOXA1 may play an important role in the initiation of lung cancer metastasis.
We identified FOXA1 as a potentially important transcription factor and negative regulator in the initial stages of lung cancer metastasis. FOXA1 may modulate the epithelial-to-mesenchymal transition via its transcriptional regulatory network. Further, this study demonstrates how ChIP-Seq and expression data could be integrated to delineate the impact of transcription factors on a specific biological process.
上皮-间充质转化是癌症转移的重要机制。尽管包括 SNAIL、SLUG 和 TWIST1 在内的转录因子调节上皮-间充质转化,但其他未知的转录因子也可能参与其中。鉴定完整的转录因子对于更全面地理解这一过程中的基因调控至关重要。染色质免疫沉淀测序 (ChIP-Seq) 技术已被用于检测转录因子在全基因组上的结合;在这里,我们开发了一种系统的方法来整合现有的 ChIP-Seq 和转录组数据。我们扫描了多个转录因子,以研究它们在人 A549 肺腺癌细胞系中的上皮-间充质转化中的功能影响。
在所测试的转录因子中,影响分数确定叉头框蛋白 A1 (FOXA1) 是上皮-间充质转化中最重要的转录因子。FOXA1 与预测靶基因的启动子物理结合。在 FOXA1 的调控网络中,鉴定出几个参与细胞黏附和细胞通讯的关键上皮-间充质转化效应因子,包括 FOXA2、FGA、FGB、FGG 和 FGL1。FOXA1 通过其调控网络在上皮-间充质转化中的作用表明,FOXA1 可能在肺癌转移的启动中发挥重要作用。
我们确定 FOXA1 是肺癌转移初始阶段中一个潜在重要的转录因子和负调控因子。FOXA1 可能通过其转录调控网络调节上皮-间充质转化。此外,本研究展示了如何整合 ChIP-Seq 和表达数据来描绘转录因子对特定生物学过程的影响。