The mRNA–miRNA–lncRNA Regulatory Network and Factors Associated with Prognosis Prediction of Hepatocellular Carcinoma

The aim of this study was to identify novel prognostic mRNA and microRNA (miRNA) biomarkers for hepatocellular carcinoma (HCC) using methods in systems biology. Differentially expressed mRNAs, miRNAs, and long non-coding RNAs (lncRNAs) were compared between HCC tumor tissues and normal liver tissues in The Cancer Genome Atlas (TCGA) database. Subsequently, a prognosis-associated mRNA co-expression network, an mRNA–miRNA regulatory network, and an mRNA–miRNA–lncRNA regulatory network were constructed to identify prognostic biomarkers for HCC through Cox survival analysis. Seven prognosis-associated mRNA co-expression modules were obtained by analyzing these differentially expressed mRNAs. An expression module including 120 mRNAs was significantly correlated with HCC patient survival. Combined with patient survival data, several mRNAs and miRNAs, including CHST4, SLC22A8, STC2, hsa-miR-326, and hsa-miR-21 were identified from the network to predict HCC patient prognosis. Clinical significance was investigated using tissue microarray analysis of samples from 258 patients with HCC. Functional annotation of hsa-miR-326 and hsa-miR-21-5p indicated specific associations with several cancer-related pathways. The present study provides a bioinformatics method for biomarker screening, leading to the identification of an integrated mRNA–miRNA–lncRNA regulatory network and their co-expression patterns in relation to predicting HCC patient survival.     

lncRNA与miRNA相互调控作用及其与肿瘤的关系研究

长链非编码RNA (long non-coding RNA,lncRNA)是一类转录本长度大于200 bp的非编码RNA,可作为人类基因组中一类重要的调控分子通过多种方式发挥其生物学功能.近年来的研究表明,lncRNA也可以作为一种竞争性内源性RNA (competing endogenous RNA, ceRNA) 与miRNA相互作用,参与靶基因的表达调控,并在肿瘤的发生发展中发挥重要的作用.本综述在简要介绍lncRNA功能研究现状和主要研究方法的基础上,进一步分析了lncRNA与miRNA之间的互相调控关系及其在肿瘤发生发展中的作用,以便为后续的研究提供新的思路.     

Senescence-associated Long Non-coding RNA (SALNR) Delays Oncogene-induced Senescence through NF90 Regulation

Long non-coding RNAs (lncRNAs) have recently emerged as key players in many physiologic and pathologic processes. Although many lncRNAs have been identified, few lncRNAs have been characterized functionally in aging. In this study, we used human fibroblast cells to investigate genome-wide lncRNA expression during cellular senescence. We identified 968 down-regulated lncRNAs and 899 up-regulated lncRNAs in senescent cells compared with young cells. Among these lncRNAs, we characterized a senescence-associated lncRNA (SALNR), whose expression was reduced during cellular senescence and in premalignant colon adenomas. Overexpression of SALNR delayed cellular senescence in fibroblast cells. Furthermore, we found that SALNR interacts with NF90 (nuclear factor of activated T-cells, 90 kDa), an RNA-binding protein suppressing miRNA biogenesis. We demonstrated that NF90 is a SALNR downstream target, whose inhibition led to premature senescence and enhanced expressions of senescence-associated miRNAs. Moreover, our data showed that Ras-induced stress promotes NF90 nucleolus translocation and suppresses its ability to suppress senescence-associated miRNA biogenesis, which could be rescued by SALNR overexpression. These data suggest that lncRNA SALNR modulates cellular senescence at least partly through changing NF90 activity.     

长链非编码RNA的功能与疾病治疗的潜力

人类基因组转录本长度>200 nt（核苷酸）、不编码蛋白质的RNA分子为长链非编码RNA（long non-coding RNA,lncRNA)。lncRNA可在多个层面调节基因表达,其功能失调与包括肿瘤在内的很多人类疾病密切相关。本文概述lncRNA的种类、功能与疾病的关系,讨论基于lncRNA基因编辑、干细胞修饰及其与miRNA、蛋白质相互作用等的治疗潜能。     

长链非编码RNA与表观遗传调控

近年来,表观遗传学(epigenetics)备受关注.表观遗传调控的方式主要包括DNA甲基化、组蛋白修饰和染色质重塑等.ENCODE计划及随后的研究发现,人类基因组中仅有很小一部分DNA序列负责编码蛋白质,而其余大部分被转录为非编码RNA(non-codingRNA,ncRNA).其中长链非编码RNA(long non-codingRNA,lncRNA)是一类长度大于200nt并且缺乏蛋白质编码能力的RNA分子.越来越多的研究表明,lncRNAs能够通过表观遗传调控、转录调控以及转录后调控等多个层面调节基因的表达,从而参与细胞增殖、分化和凋亡等多种生物学过程.本文将着重综述lncRNAs在表观遗传调控中的作用及其最新的研究进展.     

ADAR-mediated RNA editing in non-coding RNA sequences

Adenosine to inosine (A-to-I) RNA editing is the most abundant editing event in animals. It converts adenosine to inosine in double-stranded RNA regions through the action of the adenosine deaminase acting on RNA (ADAR) proteins. Editing of pre-mRNA coding regions can alter the protein codon and increase functional diversity. However, most of the A-to-I editing sites occur in the non-coding regions of pre-mRNA or mRNA and non-coding RNAs. Untranslated regions (UTRs) and introns are located in pre-mRNA non-coding regions, thus A-to-I editing can influence gene expression by nuclear retention, degradation, alternative splicing, and translation regulation. Non-coding RNAs such as microRNA (miRNA), small interfering RNA (siRNA) and long non-coding RNA (lncRNA) are related to pre-mRNA splicing, translation, and gene regulation. A-to-I editing could therefore affect the stability, biogenesis, and target recognition of non-coding RNAs. Finally, it may influence the function of non-coding RNAs, resulting in regulation of gene expression. This review focuses on the function of ADAR-mediated RNA editing on mRNA non-coding regions (UTRs and introns) and non-coding RNAs (miRNA, siRNA, and lncRNA).     

lncRNA作为竞争性内源RNA在非小细胞肺癌中的作用

长链非编码RNA(long non-coding RNA,lncRNA)参与肿瘤的多种生理、病理进程.研究表明,lncRNA可通过与微小RNA (microRNA, mi RNA)反应元件相互作用,并与其他RNA分子形成竞争性内源RNA (competing endogenous RNA,ceRNA)的调控网络,参与基因的表达调控.lncRNA以ceRNA方式参与非小细胞肺癌(non-small cell lung cancer,NSCLC)的发生发展过程,为揭示NSCLC的分子机理开拓了新的思路,也为NSCLC的治疗提供新的靶点.本文在课题组前期发现NSCLC相关ceRNA基础上,主要讨论lncRNA作为ceRNA在NSCLC中高表达、低表达及治疗相关方面的作用.     

LncRNA与肝疾病的研究现状

经过多年探索,对肝脏疾病的研究已取得重大进展,但其发病机制复杂,目前仍未完全阐明。长链非编码RNA(long noncoding RNA,lnc RNA)是非编码RNA中的一种,不具有蛋白编码功能。研究发现,lnc RNA参与调控多种肝脏疾病的生理和病理过程,能在表观遗传、转录和转录后水平发挥重要的调节作用,提示我们lnc RNA可能成为一个新的治疗突破口。本文针对当前lnc RNA在肝疾病中的功能及作用机制进行综述。首先介绍了lnc RNA的功能,再将计算机与生物学相结合概括lnc RNA的四个研究步骤,包括筛选、鉴定、预测及验证,重点阐述lnc RNA与肝纤维化、肝硬化、肝癌及肝移植的近期研究成果,并进一步探讨未来lnc RNA在肝病中的研究方向和应用前景。充分了解肝病的研究现状以及与肝病发生发展有关的lnc RNA分子和生物学功能,为后续研究肝病的机制和治疗提供理论依据和借鉴。     

Long non-coding RNA ROR decoys gene-specific histone methylation to promote tumorigenesis

BackgroundLong non-coding RNAs (lncRNAs) are not translated into proteins and were initially considered to be part of the ‘dark matter’ of the genome. Recently, it has been shown that lncRNAs play a role in the recruitment of chromatin modifying complexes and can influence gene expression. However, it is unknown if lncRNAs function in a similar way in cancer.ResultsHere, we show that the lncRNA ROR occupies and activates the TESC promoter by repelling the histone G9A methyltransferase and promoting the release of histone H3K9 methylation. Suppression of ROR in tumors results in silencing of TESC expression, and G9A-mediated histone H3K9 methylation in the TESC promoter is restored, which significantly reduces tumor growth and metastasis. Without ROR silencing, TESC knockdown presents consistent and significant reductions in tumor progression.ConclusionsOur results reveal a novel mechanism by which ROR may serve as a decoy oncoRNA that blocks binding surfaces, preventing the recruitment of histone modifying enzymes, thereby specifying a new pattern of histone modifications that promote tumorigenesis.

Electronic supplementary material

The online version of this article (doi:10.1186/s13059-015-0705-2) contains supplementary material, which is available to authorized users.     

动物长链非编码RNA研究进展

长链非编码RNA(long non-coding RNA,lncRNA)是一类广泛存在于动植物体内、长度大于200nt、基本不编码蛋白质的转录本。研究表明,lncRNA能够协助蛋白质复合体转运、参与基因和染色体的激活与失活调控等,在胚胎发育、肌肉生长、脂肪沉积以及免疫应答等过程中发挥重要作用。近年来,在人类基因组计划和ENCODE(The Encyclopedia of DNA Elements)计划推动下,在动物中不仅鉴定出数量众多的lncRNA,而且在lncRNA调控脂肪代谢、肌肉发育以及免疫抗病等重要生物学过程的机理研究方面也取得了突破性的进展。这些研究结果颠覆了lncRNA不编码蛋白的传统观念,提出了lncRNA编码功能性小肽调控生物学过程的新模型。本文主要介绍了动物lncRNA的特征与类型、常用数据库、生物学功能、分子调控模型以及未来lncRNA的研究方向,以期为动物lncRNA功能研究提供参考信息。     

Machine Learning to Detect Alzheimer’s Disease from Circulating Non-coding RNAs

Blood-borne small non-coding (sncRNAs) are among the prominent candidates for blood-based diagnostic tests. Often, high-throughput approaches are applied to discover biomarker signatures. These have to be validated in larger cohorts and evaluated by adequate statistical learning approaches. Previously, we published high-throughput sequencing based microRNA (miRNA) signatures in Alzheimer’s disease (AD) patients in the United States (US) and Germany. Here, we determined abundance levels of 21 known circulating miRNAs in 465 individuals encompassing AD patients and controls by RT-qPCR. We computed models to assess the relation between miRNA expression and phenotypes, gender, age, or disease severity (Mini-Mental State Examination; MMSE). Of the 21 miRNAs, expression levels of 20 miRNAs were consistently de-regulated in the US and German cohorts. 18 miRNAs were significantly correlated with neurodegeneration (Benjamini-Hochberg adjusted P < 0.05) with highest significance for miR-532-5p (Benjamini-Hochberg adjusted P = 4.8 × 10⁻³⁰). Machine learning models reached an area under the curve (AUC) value of 87.6% in differentiating AD patients from controls. Further, ten miRNAs were significantly correlated with MMSE, in particular miR-26a/26b-5p (adjusted P = 0.0002). Interestingly, the miRNAs with lower abundance in AD were enriched in monocytes and T-helper cells, while those up-regulated in AD were enriched in serum, exosomes, cytotoxic t-cells, and B-cells. Our study represents the next important step in translational research for a miRNA-based AD test.     

非编码RNA与基因表达调控

近年来,随着对基因组的深入研究,发现真核生物中存在许多形态和功能各异的非编码RNA分子,这类RNA分子并不表达蛋白质,但它们在基因转录水平、转录后水平及翻译水平起了重要的调控作用。具有调控作用的RNA分子种类非常丰富,如长链非编码RNA(long non-coding RNA,lncRNA)、miRNA、PIWI相互作用RNA(PIWI-interacting RNA,piRNA)、内源性小干扰RNA(endogenous small interfering RNA,endo-siRNA)、竞争性内源RNA(competitive endogenous RNA,ceRNA)等,它们使基因表达过程更为丰富、严谨和有序。本文综述几类典型的非编码RNA对基因表达的调节作用,以助于理解细胞中RNA分子调节网络的功能和机制。