Identification of genomic functional hotspots with copy number alteration in liver cancer.

Tzu-Hung Hsiao, Hung-I Harry Chen, Stephanie Roessler, Xin Wei Wang, Yidong Chen
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引用次数: 11

Abstract

Copy number alterations (CNAs) can be observed in most of cancer patients. Several oncogenes and tumor suppressor genes with CNAs have been identified in different kinds of tumor. However, the systematic survey of CNA-affected functions is still lack. By employing systems biology approaches, instead of examining individual genes, we directly identified the functional hotspots on human genome. A total of 838 hotspots on human genome with 540 enriched Gene Ontology functions were identified. Seventy-six aCGH array data of hepatocellular carcinoma (HCC) tumors were employed in this study. A total of 150 regions which putatively affected by CNAs and the encoded functions were identified. Our results indicate that two immune related hotspots had copy number alterations in most of patients. In addition, our data implied that these immune-related regions might be involved in HCC oncogenesis. Also, we identified 39 hotspots of which copy number status were associated with patient survival. Our data implied that copy number alterations of the regions may contribute in the dysregulation of the encoded functions. These results further demonstrated that our method enables researchers to survey biological functions of CNAs and to construct regulation hypothesis at pathway and functional levels.

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肝癌拷贝数改变的基因组功能热点的鉴定。
拷贝数改变(CNAs)可在大多数癌症患者中观察到。在不同类型的肿瘤中已经发现了几种与CNAs相关的癌基因和抑癌基因。然而,对cna影响功能的系统调查仍然缺乏。采用系统生物学方法,直接识别人类基因组上的功能热点,而不是对单个基因进行检测。共鉴定出838个人类基因组热点和540个富集的基因本体功能。本研究采用76例肝细胞癌(HCC)肿瘤的aCGH阵列数据。共鉴定出150个可能受CNAs影响的区域及其编码功能。我们的结果表明,在大多数患者中,两个免疫相关热点的拷贝数发生了改变。此外,我们的数据表明这些免疫相关区域可能参与了HCC的发生。此外,我们确定了39个拷贝数状态与患者生存相关的热点。我们的数据表明,这些区域的拷贝数改变可能导致编码功能的失调。这些结果进一步表明,我们的方法使研究人员能够在通路和功能水平上研究CNAs的生物学功能,并构建调控假说。
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