Department of Bioinformatics and Computational Biology, MD Anderson Cancer Center, Houston, TX 77030, USA.
Center for Translational Medicine, Department of Surgery, George Washington University, Washington, DC 20037, USA.
Cell Syst. 2018 Oct 24;7(4):422-437.e7. doi: 10.1016/j.cels.2018.08.010. Epub 2018 Sep 26.
We present an integromic analysis of gene alterations that modulate transforming growth factor β (TGF-β)-Smad-mediated signaling in 9,125 tumor samples across 33 cancer types in The Cancer Genome Atlas (TCGA). Focusing on genes that encode mediators and regulators of TGF-β signaling, we found at least one genomic alteration (mutation, homozygous deletion, or amplification) in 39% of samples, with highest frequencies in gastrointestinal cancers. We identified mutation hotspots in genes that encode TGF-β ligands (BMP5), receptors (TGFBR2, AVCR2A, and BMPR2), and Smads (SMAD2 and SMAD4). Alterations in the TGF-β superfamily correlated positively with expression of metastasis-associated genes and with decreased survival. Correlation analyses showed the contributions of mutation, amplification, deletion, DNA methylation, and miRNA expression to transcriptional activity of TGF-β signaling in each cancer type. This study provides a broad molecular perspective relevant for future functional and therapeutic studies of the diverse cancer pathways mediated by the TGF-β superfamily.
我们对 9125 个肿瘤样本进行了整合组学分析,这些样本来自 33 种癌症类型的癌症基因组图谱(TCGA),研究内容是调节转化生长因子β(TGF-β)-Smad 信号转导的基因改变。研究聚焦于编码 TGF-β信号转导的介质和调节剂的基因,我们发现 39%的样本中至少存在一种基因组改变(突变、纯合缺失或扩增),在胃肠道癌症中频率最高。我们在编码 TGF-β配体(BMP5)、受体(TGFBR2、AVCR2A 和 BMPR2)和 Smads(SMAD2 和 SMAD4)的基因中发现了突变热点。TGF-β 超家族的改变与转移相关基因的表达以及生存率降低呈正相关。相关性分析显示,在每种癌症类型中,突变、扩增、缺失、DNA 甲基化和 miRNA 表达对 TGF-β 信号转导的转录活性都有贡献。这项研究为 TGF-β 超家族介导的不同癌症途径的未来功能和治疗研究提供了广泛的分子视角。