用系统生物学方法了解结肠癌miRNA调控网络。

Pub Date : 2015-01-01 DOI:10.1504/ijdmb.2015.066332
Meeta Pradhan, Kshithija Nagulapalli, Lakenvia Ledford, Yogesh Pandit, Mathew Palakal
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引用次数: 4

摘要

在本文中,我们提出了一种系统生物学方法来理解结肠癌中的mirna调控网络。通过对相关文献的挖掘,初步获得了结直肠癌(CRC)的一组重要基因。从miRBase、miRWalk、Targetscan和GEO微阵列实验三个数据库中获得了一组初始的癌症相关mirna。然后使用第一性原理方法生成全球mirna -基因网络。通过拓扑和子图分析,确定了全球mirna -基因网络中的重要mirna和相关转录因子。我们鉴定了11个新的mirna,并进一步分析了其中3个新的mirna, hsa-miR-630, hsa-miR-100和hsa-miR-99a,以阐明它们在结直肠癌中的作用。所提出的方法有效地利用了文献数据,并能够显示CRC中新颖、显著的mirna转录关联。
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A system biology approach for understanding the miRNA regulatory network in colon rectal cancer.

In this paper we present a systems biology approach to the understanding of the miRNA-regulatory network in colon rectal cancer. An initial set of significant genes in Colon Rectal Cancer (CRC) were obtained by mining relevant literature. An initial set of cancer-related miRNAs were obtained from three databases: miRBase, miRWalk, Targetscan and GEO microarray experiment. First principle methods were then used to generate the global miRNA-gene network. Significant miRNAs and associated transcription factors in the global miRNA-gene network were identified using topological and sub-graph analyses. Eleven novel miRNAs were identified and three of the novel miRNAs, hsa-miR-630, hsa-miR-100 and hsa-miR-99a, were further analysed to elucidate their role in CRC. The proposed methodology effectively made use of literature data and was able to show novel, significant miRNA-transcription associations in CRC.

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