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Integrating Multi-omics Data to Dissect Mechanisms of DNA repair Dysregulation in Breast Cancer

机译:整合多组学数据以剖析乳腺癌中DNA修复失调的机制

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摘要

DNA repair genes and pathways that are transcriptionally dysregulated in cancer provide the first line of evidence for the altered DNA repair status in tumours, and hence have been explored intensively as a source for biomarker discovery. The molecular mechanisms underlying DNA repair dysregulation, however, have not been systematically investigated in any cancer type. In this study, we performed a statistical analysis to dissect the roles of DNA copy number alteration (CNA), DNA methylation (DM) at gene promoter regions and the expression changes of transcription factors (TFs) in the differential expression of individual DNA repair genes in normal versus tumour breast samples. These gene-level results were summarised at pathway level to assess whether different DNA repair pathways are affected in distinct manners. Our results suggest that CNA and expression changes of TFs are major causes of DNA repair dysregulation in breast cancer, and that a subset of the identified TFs may exert global impacts on the dysregulation of multiple repair pathways. Our work hence provides novel insights into DNA repair dysregulation in breast cancer. These insights improve our understanding of the molecular basis of the DNA repair biomarkers identified thus far, and have potential to inform future biomarker discovery.
机译:在癌症中转录失调的DNA修复基因和途径为肿瘤中DNA修复状态的改变提供了第一线证据,因此已被广泛探索作为生物标记物发现的来源。然而,尚未针对任何类型的癌症系统地研究DNA修复失调的分子机制。在这项研究中,我们进行了统计分析,以剖析DNA拷贝数改变(CNA),基因启动子区域的DNA甲基化(DM)和转录因子(TFs)在单个DNA修复基因差异表达中的作用。在正常与肿瘤乳腺样品中。这些基因水平的结果在途径水平上进行了总结,以评估不同的DNA修复途径是否以不同的方式受到影响。我们的研究结果表明,CNA和TFs的表达变化是乳腺癌中DNA修复失调的主要原因,并且已鉴定的TF的一部分可能对多种修复途径的失调产生全局影响。因此,我们的工作为乳腺癌DNA修复失调提供了新颖的见解。这些见解增进了我们对到目前为止鉴定出的DNA修复生物标记物分子基础的理解,并有可能为将来的生物标记物发现提供信息。

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