Department of Pathology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China; Department of Pathology, School of Basic Medicine, Zhengzhou University, Zhengzhou 450002, China; Henan Key Laboratory for Tumor Pathology, Zhengzhou 450052, China.
Divisions of Nephrology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, United States.
Gene. 2018 Jun 30;661:169-175. doi: 10.1016/j.gene.2018.03.066. Epub 2018 Mar 28.
Systems biology approaches can help understand pathogenesis of complex human diseases like cancers for identification of potential new therapeutic targets. Here in this study, we performed genome-wide screening for mRNA and lncRNA profiles in esophageal cancer to identify the novel cancer-related mRNA and lncRNA in esophageal squamous cell carcinoma (ESCC). We identified 1260 up-regulated/1445 down-regulated mRNAs and 402 up-regulated/741 down-regulated lncRNAs. Further functional analysis revealed differentially expressed genes (DEGs) of mRNA and lncRNA are related to different pathways. mRNA pathways are mainly involved in cell cycles while lncRNA pathways are for regulation and metabolic procession. Differentially expressed mRNAs/lncRNAs were validated with qPCR. At last, mRNA and lncRNA co-expression network were built and highly-connected networks were identified, which may provide a mechanism of mRNA expression regulation by lncRNA. In together, we used next generation sequencing data to explore the co-expression networks of lncRNA and mRNA, which may elucidate the functions and mechanisms of lncRNA in ESCC.
系统生物学方法可以帮助理解癌症等复杂人类疾病的发病机制,从而确定潜在的新治疗靶点。在这项研究中,我们对食管癌的 mRNA 和 lncRNA 谱进行了全基因组筛选,以鉴定食管鳞状细胞癌(ESCC)中新型的癌症相关 mRNA 和 lncRNA。我们鉴定了 1260 个上调/1445 个下调的 mRNAs 和 402 个上调/741 个下调的 lncRNAs。进一步的功能分析表明,差异表达的 mRNA 和 lncRNA 的基因与不同的途径有关。mRNA 途径主要涉及细胞周期,而 lncRNA 途径则用于调节和代谢过程。通过 qPCR 验证了差异表达的 mRNAs/lncRNAs。最后,构建了 mRNA 和 lncRNA 共表达网络,并鉴定了高度连接的网络,这可能为 lncRNA 调节 mRNA 表达的机制提供了依据。总之,我们使用下一代测序数据来探索 lncRNA 和 mRNA 的共表达网络,这可能阐明 lncRNA 在 ESCC 中的功能和机制。