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Evolutionary Origins of Cancer Driver Genes and Implications for Cancer Prognosis

机译:癌症驱动基因的进化起源及其对癌症预后的影响

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摘要

The cancer atavistic theory suggests that carcinogenesis is a reverse evolution process. It is thus of great interest to explore the evolutionary origins of cancer driver genes and the relevant mechanisms underlying the carcinogenesis. Moreover, the evolutionary features of cancer driver genes could be helpful in selecting cancer biomarkers from high-throughput data. In this study, through analyzing the cancer endogenous molecular networks, we revealed that the subnetwork originating from eukaryota could control the unlimited proliferation of cancer cells, and the subnetwork originating from eumetazoa could recapitulate the other hallmarks of cancer. In addition, investigations based on multiple datasets revealed that cancer driver genes were enriched in genes originating from eukaryota, opisthokonta, and eumetazoa. These results have important implications for enhancing the robustness of cancer prognosis models through selecting the gene signatures by the gene age information.
机译:癌症无言论认为癌症发生是一个逆向进化过程。因此,非常感兴趣的是探索癌症驱动基因的进化起源以及潜在的致癌机制。此外,癌症驱动基因的进化特征可能有助于从高通量数据中选择癌症生物标记。在这项研究中,通过分析癌症内源性分子网络,我们发现源自真核生物的子网络可以控制癌细胞的无限增殖,而源自杜仲的子网络可以概括其他癌症特征。此外,基于多个数据集的研究表明,癌症驱动基因富含真核生物,opisthokonta和Eumetazoa。这些结果对于通过根据基因年龄信息选择基因标记来增强癌症预后模型的鲁棒性具有重要意义。

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