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Robustness Perspective on Network-based Prediction of Gene Essentiality

机译:基于网络的基因重要性预测的稳健性观点

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Essential genes are the genes that are indispensable to cell viability. It is very important to ascertain these genes for understanding the biological phenomena, as well as drug and therapy design. In the present paper, we understand the essential and nonessential genes from the perspective of robustness. Other than traditional homology study based methods, this article use structural analysis of functional subsystems of genome-scale metabolic networks. We give the structural analysis of the citric acid cycle as a case study, the result suggests that this systems-oriented method would help to ascertain gene essentiality.
机译:必需基因是细胞活力不可缺少的基因。确定这些基因对于理解生物学现象以及药物和治疗设计非常重要。在本文中,我们从鲁棒性的角度了解必需和非必需基因。除了基于传统同源性研究的方法外,本文还使用基因组规模代谢网络功能子系统的结构分析。我们以柠檬酸循环的结构分析为例进行了研究,结果表明这种面向系统的方法将有助于确定基因的必要性。

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