Department of Molecular Medicine and Medical Biotechnology, Università degli Studi di Napoli Federico II, Napoli, Italy.
CEINGE Biotecnologie Avanzate, Napoli, Italy.
Cancer Res. 2020 Feb 1;80(3):382-393. doi: 10.1158/0008-5472.CAN-19-2883. Epub 2019 Nov 29.
The contribution of coding mutations to oncogenesis has been largely clarified, whereas little is known about somatic mutations in noncoding DNA and their role in driving tumors remains controversial. Here, we used an alternative approach to interpret the functional significance of noncoding somatic mutations in promoting tumorigenesis. Noncoding somatic mutations of 151 neuroblastomas were integrated with ENCODE data to locate somatic mutations in regulatory elements specifically active in neuroblastoma cells, nonspecifically active in neuroblastoma cells, and nonactive. Within these types of elements, transcription factors (TF) were identified whose binding sites were enriched or depleted in mutations. For these TFs, a gene expression signature was built to assess their implication in neuroblastoma. DNA- and RNA-sequencing data were integrated to assess the effects of those mutations on mRNA levels. The pathogenicity of mutations was significantly higher in transcription factor binding site (TFBS) of regulatory elements specifically active in neuroblastoma cells, as compared with the others. Within these elements, there were 18 over-represented TFs involved mainly in cell-cycle phase transitions and 15 under-represented TFs primarily regulating cell differentiation. A gene expression signature based on over-represented TFs correlated with poor survival and unfavorable prognostic markers. Moreover, recurrent mutations in TFBS of over-represented TFs such as EZH2 affected MCF2L and ADP-ribosylhydrolase like 1 expression, among the others. We propose a novel approach to study the involvement of regulatory variants in neuroblastoma that could be extended to other cancers and provide further evidence that alterations of gene expression may have relevant effects in neuroblastoma development. SIGNIFICANCE: These findings propose a novel approach to study regulatory variants in neuroblastoma and suggest that noncoding somatic mutations have relevant implications in neuroblastoma development.
编码突变对肿瘤发生的贡献已基本阐明,而关于非编码 DNA 的体细胞突变及其在驱动肿瘤中的作用仍存在争议。在这里,我们使用一种替代方法来解释非编码体细胞突变在促进肿瘤发生中的功能意义。将 151 个神经母细胞瘤的非编码体细胞突变与 ENCODE 数据相结合,以定位在神经母细胞瘤细胞中特异性活跃、非特异性活跃和非活跃的调控元件中的体细胞突变。在这些类型的元件中,鉴定出转录因子 (TF),其结合位点在突变中富集或缺失。对于这些 TF,构建了一个基因表达谱来评估它们在神经母细胞瘤中的作用。整合 DNA 和 RNA 测序数据来评估这些突变对 mRNA 水平的影响。与非特异性活跃在神经母细胞瘤细胞中的调控元件中的突变相比,特异性活跃在神经母细胞瘤细胞中的调控元件中的转录因子结合位点 (TFBS) 中的突变具有更高的致病性。在这些元件中,有 18 个过度表达的 TF 主要参与细胞周期阶段的转变,有 15 个表达不足的 TF 主要调节细胞分化。基于过度表达的 TF 的基因表达谱与不良预后和不利的预后标志物相关。此外,EZH2 等转录因子的 TFBS 中的复发性突变影响 MCF2L 和 ADP-ribosylhydrolase-like 1 的表达。我们提出了一种研究神经母细胞瘤中调控变异体的新方法,该方法可以扩展到其他癌症,并提供进一步的证据表明基因表达的改变可能对神经母细胞瘤的发展有相关影响。
这些发现提出了一种研究神经母细胞瘤调控变异体的新方法,并表明非编码体细胞突变在神经母细胞瘤的发展中有重要意义。