Cancer Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
J Cell Biochem. 2018 Feb;119(2):1679-1688. doi: 10.1002/jcb.26328. Epub 2017 Sep 7.
Cancer cachexia is a devastating, multifactorial, and irreversible syndrome characterized by skeletal muscle reduction with or without fat loss. Although much attention has been focused on muscle wasting, fat loss may occur earlier and accelerate muscle wasting in cachexia. The cause of 20% of cancer related death makes it urgent to discover molecular mechanisms behind cancer cachexia. Here we applied weighted gene co-expression network analysis (WGCNA) to identify cachexia related gene modules using differentially expressed 3289 genes and 59 long non-coding RNAs based on microarray data of cachectic and non-cachectic subcutaneous adipose tissue. Subsequently, 16 independent modules were acquired and GSAASeqSP Toolset confirmed that black module was significantly associated with fat loss in cancer cachexia. Top 50 hub-genes in black module contained only one lncRNA, VLDLR antisense RNA 1 (VLDLR-AS1). We then explored the function of black module from the view of VLDLR-AS1-connected genes in the network. GO enrichment and KEGG pathways analysis revealed LDLR-AS1-connected genes were involved in Wnt signaling pathway, small GTPase mediated signal transduction, epithelial-mesenchymal transition and so on. Through construction of competing endogenous RNAs (ceRNAs) regulation network, we showed that VLDLR-AS1 may function with hsa-miR-600 to regulate gene GOLGA3, DUSP14, and UCHL1, or interact with hsa-miR-1224-3p to modulate the expression of gene GOLGA3, ZNF219, RNF141, and CALU. After literature validation, we predicted that VLDLR-AS1 most likely interacted with miR-600 to regulate UCH-L1 through Wnt/β-catenin signaling pathway. However, further experiments are still required to validate mechanisms of VLDLR-AS1 in fat reduction of cancer cachexia.
癌症恶病质是一种破坏性的、多因素的、不可逆转的综合征,其特征是骨骼肌减少,伴有或不伴有脂肪丧失。尽管人们对肌肉减少症给予了极大的关注,但脂肪丧失可能更早发生,并加速恶病质中的肌肉减少症。脂肪丧失是导致 20%癌症相关死亡的原因,因此迫切需要发现癌症恶病质背后的分子机制。在这里,我们应用加权基因共表达网络分析(WGCNA),基于癌症恶病质和非癌症恶病质皮下脂肪组织的微阵列数据,使用差异表达的 3289 个基因和 59 个长非编码 RNA 来识别与恶病质相关的基因模块。随后,获得了 16 个独立模块,GSAASeqSP Toolset 证实黑色模块与癌症恶病质中的脂肪丧失显著相关。黑色模块中的前 50 个枢纽基因仅包含一个长非编码 RNA,即 VLDLR 反义 RNA 1(VLDLR-AS1)。然后,我们从网络中 VLDLR-AS1 连接的基因的角度探索了黑色模块的功能。GO 富集和 KEGG 通路分析表明,VLDLR-AS1 连接的基因参与了 Wnt 信号通路、小 GTPase 介导的信号转导、上皮-间充质转化等。通过构建竞争性内源 RNA(ceRNA)调控网络,我们表明 VLDLR-AS1 可能与 hsa-miR-600 一起作用,调节基因 GOLGA3、DUSP14 和 UCHL1,或与 hsa-miR-1224-3p 相互作用,调节基因 GOLGA3、ZNF219、RNF141 和 CALU 的表达。通过文献验证,我们预测 VLDLR-AS1 很可能通过 Wnt/β-catenin 信号通路与 miR-600 相互作用,调节 UCH-L1。然而,仍需要进一步的实验来验证 VLDLR-AS1 在癌症恶病质脂肪减少中的作用机制。