Lewis-Sigler Institute for Integrative Genomics, Princeton University, Princeton, NJ, USA.
School of Interdisciplinary Informatics, University of Nebraska at Omaha, Omaha, NE, USA.
PLoS Comput Biol. 2018 Jun 28;14(6):e1006290. doi: 10.1371/journal.pcbi.1006290. eCollection 2018 Jun.
A major goal of cancer genomics is to identify somatic mutations that play a role in tumor initiation or progression. Somatic mutations within transcription factors are of particular interest, as gene expression dysregulation is widespread in cancers. The substantial gene expression variation evident across tumors suggests that numerous regulatory factors are likely to be involved and that somatic mutations within them may not occur at high frequencies across patient cohorts, thereby complicating efforts to uncover which ones are cancer-relevant. Here we analyze somatic mutations within the largest family of human transcription factors, namely those that bind DNA via Cys2His2 zinc finger domains. Specifically, to hone in on important mutations within these genes, we aggregated somatic mutations across all of them by their positions within Cys2His2 zinc finger domains. Remarkably, we found that for three classes of cancers profiled by The Cancer Genome Atlas (TCGA)-Uterine Corpus Endometrial Carcinoma, Colon and Rectal Adenocarcinomas, and Skin Cutaneous Melanoma-two specific, functionally important positions within zinc finger domains are mutated significantly more often than expected by chance, with alterations in 18%, 10% and 43% of tumors, respectively. Numerous zinc finger genes are affected, with those containing Krüppel-associated box (KRAB) repressor domains preferentially targeted by these mutations. Further, the genes with these mutations also have high overall missense mutation rates, are expressed at levels comparable to those of known cancer genes, and together have biological process annotations that are consistent with roles in cancers. Altogether, we introduce evidence broadly implicating mutations within a diverse set of zinc finger proteins as relevant for cancer, and propose that they contribute to the widespread transcriptional dysregulation observed in cancer cells.
癌症基因组学的主要目标是识别在肿瘤发生或进展中起作用的体细胞突变。转录因子中的体细胞突变特别引人注目,因为基因表达失调在癌症中普遍存在。在肿瘤之间明显存在大量的基因表达变异,这表明可能涉及许多调节因子,并且它们中的体细胞突变在患者群体中不太可能发生高频,从而使发现哪些是癌症相关的变得复杂。在这里,我们分析了人类最大的转录因子家族(即通过 Cys2His2 锌指结构域结合 DNA 的那些转录因子)中的体细胞突变。具体来说,为了专注于这些基因中的重要突变,我们根据它们在 Cys2His2 锌指结构域中的位置对所有基因的体细胞突变进行了汇总。令人惊讶的是,我们发现,在癌症基因组图谱(TCGA)-子宫体子宫内膜癌、结肠和直肠腺癌以及皮肤皮肤黑素瘤三种癌症中,两个特定的、功能上重要的锌指结构域位置的突变频率明显高于预期,分别有 18%、10%和 43%的肿瘤发生了突变。许多锌指基因受到影响,含有 Krüppel 相关盒(KRAB)抑制剂结构域的基因优先成为这些突变的靶点。此外,这些突变的基因还具有高的整体错义突变率,表达水平与已知的癌症基因相当,并且具有一致的生物学过程注释,表明它们在癌症中起作用。总的来说,我们广泛提出证据表明,多样化的锌指蛋白中的突变与癌症有关,并提出它们有助于癌细胞中广泛观察到的转录失调。