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解析调控肝细胞癌转移的蛋白质-蛋白质相互作用网络。

Deciphering the protein-protein interaction network regulating hepatocellular carcinoma metastasis.

机构信息

School of Microelectronics, Tianjin University, Tianjin 300072, China.

Department of Genetics, School of Basic Medical Sciences, Research Center of Basic Medical Sciences, Tianjin Medical University, Tianjin 300070, China.

出版信息

Biochim Biophys Acta Proteins Proteom. 2017 Sep;1865(9):1114-1122. doi: 10.1016/j.bbapap.2017.06.005. Epub 2017 Jun 14.

Abstract

Hepatocellular carcinoma (HCC) is one of the leading causes of mortality related to cancer all over the world. To better understand the molecular mechanisms of HCC metastasis, we analyzed the proteome of three HCC cell lines with different metastasis potentials by quantitative proteomics and bioinformatics analysis. As a result, we identified 378 cellular proteins potentially associated to HCC metastasis, and constructed a highly connected protein-protein interaction (PPI) network. Functional annotation of the network uncovered prominent pathways and key roles of these proteins, suggesting that the metabolism and cytoskeleton biological processes are greatly involved with HCC metastasis. Furthermore, the integrative network analysis revealed a rich-club organization within the PPI network, indicating a hub center of connections. The rich-club nodes include several well-known cancer-related proteins, such as proto-oncogene non-receptor tyrosine kinase (SRC) and pyruvate kinase M2 (PKM2). Moreover, the differential expressions of two identified proteins, including PKM2 and actin-related protein 2/3 complex subunit 4 (ARPC4), were validated using Western blotting. These two proteins were revealed as potential prognostic markers for HCC as shown by survival rate analysis.

摘要

肝细胞癌(HCC)是全球癌症相关死亡的主要原因之一。为了更好地理解 HCC 转移的分子机制,我们通过定量蛋白质组学和生物信息学分析,分析了三种具有不同转移潜能的 HCC 细胞系的蛋白质组。结果,我们鉴定出了 378 个可能与 HCC 转移相关的细胞蛋白,并构建了一个高度连接的蛋白质-蛋白质相互作用(PPI)网络。对网络的功能注释揭示了这些蛋白质的显著途径和关键作用,表明代谢和细胞骨架生物过程与 HCC 转移密切相关。此外,整合网络分析揭示了 PPI 网络中存在丰富的俱乐部组织,表明存在连接的枢纽中心。丰富俱乐部节点包括几个著名的癌症相关蛋白,如原癌基因非受体酪氨酸激酶(SRC)和丙酮酸激酶 M2(PKM2)。此外,使用 Western blot 验证了两种鉴定出的蛋白质(包括 PKM2 和肌动蛋白相关蛋白 2/3 复合物亚基 4(ARPC4))的差异表达。生存分析表明,这两种蛋白质可作为 HCC 的潜在预后标志物。

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