MOE Key Laboratory of Bioinformatics, Center for Synthetic and Systems Biology, Center for Tsinghua-Peking Joint Center for Life Sciences, School of Life Sciences, Tsinghua University, Beijing 100084, China.
International Co-operation Laboratory on Signal Transduction, Eastern Hepatobiliary Surgery Institute, Second Military Medical University, Shanghai 200438, China.
Nat Commun. 2017 Feb 13;8:14421. doi: 10.1038/ncomms14421.
Hepatocellular carcinoma (HCC) cells often invade the portal venous system and subsequently develop into portal vein tumour thrombosis (PVTT). Long noncoding RNAs (lncRNAs) have been associated with HCC, but a comprehensive analysis of their specific association with HCC metastasis has not been conducted. Here, by analysing 60 clinical samples' RNA-seq data from 20 HCC patients, we have identified and characterized 8,603 candidate lncRNAs. The expression patterns of 917 recurrently deregulated lncRNAs are correlated with clinical data in a TCGA cohort and published liver cancer data. Matched array data from the 60 samples show that copy number variations (CNVs) and alterations in DNA methylation contribute to the observed recurrent deregulation of 235 lncRNAs. Many recurrently deregulated lncRNAs are enriched in co-expressed clusters of genes related to cell adhesion, immune response and metabolic processes. Candidate lncRNAs related to metastasis, such as HAND2-AS1, were further validated using RNAi-based loss-of-function assays. Thus, we provide a valuable resource of functional lncRNAs and biomarkers associated with HCC tumorigenesis and metastasis.
肝细胞癌 (HCC) 细胞常侵犯门静脉系统,进而发展为门静脉癌栓 (PVTT)。长链非编码 RNA (lncRNA) 与 HCC 有关,但尚未对其与 HCC 转移的具体关联进行全面分析。在这里,通过分析 20 例 HCC 患者 60 例临床样本的 RNA-seq 数据,我们鉴定并表征了 8603 个候选 lncRNA。TCGA 队列和已发表的肝癌数据中,917 个反复失调的 lncRNA 的表达模式与临床数据相关。60 个样本的匹配阵列数据表明,拷贝数变异 (CNV) 和 DNA 甲基化的改变导致 235 个 lncRNA 观察到的反复失调。许多反复失调的 lncRNA 富集在与细胞黏附、免疫反应和代谢过程相关的基因的共表达簇中。使用基于 RNAi 的功能丧失测定法进一步验证了与转移相关的候选 lncRNA,如 HAND2-AS1。因此,我们提供了与 HCC 发生和转移相关的功能 lncRNA 和生物标志物的有价值资源。