长链非编码RNA高分综述
长链非编码RNA在心血管疾病中的重要作用

长链非编码RNA在心血管疾病中的重要作用心血管疾病是全球范围内最常见的疾病之一,也是导致死亡和残疾的主要原因。
虽然在心血管疾病的研究领域取得了重大进展,但仍然存在许多未解决的问题。
近年来,越来越多的研究表明,长链非编码RNA(Long non-coding RNA, lncRNA)在心血管疾病的发病机制中起着重要的作用。
一、lncRNA的基本特征lncRNA是一类未翻译的RNA分子,长度通常大于200个碱基,可以通过多种机制对基因表达进行调控。
与编码蛋白质的mRNA不同,lncRNA通常不具有完整的开放阅读框(Open Reading Frame, ORF),也不编码蛋白质。
因此,以前被认为它们是RNA的垃圾或无用产物。
但是,随着技术的发展,越来越多的研究表明lncRNA在生物学过程中发挥着至关重要的作用。
二、lncRNA调控心血管疾病的发病机制1. 通过转录后水平调控许多lncRNA在转录后的水平上调控心血管疾病的发病机制。
例如,一个名为MALAT1(Metastasis-Associated Lung Adenocarcinoma Transcript 1)的lncRNA表达量在心血管疾病患者中明显上调,并与冠状动脉粥样硬化和血栓发生相关。
研究发现,MALAT1可以通过调节细胞核内RNA的处理和转录后调节等多个机制调控细胞增殖、迁移、凋亡和炎症等行为。
此外,MALAT1还可以通过调节铁的代谢来影响心血管疾病的发生和发展。
2. 通过转录水平调控另外一些lncRNA对心血管疾病的发病机制通过调节转录水平产生影响。
例如,一个名为H19(H19 Imprinted Maternally Expressed Transcript)的lncRNA参与了心脏发育、心肌梗死、癌症等多种生理和病理过程。
研究表明,H19可以通过调节胚胎发育、成年生长和分化等基因的表达来影响心血管疾病的发生和发展。
此外,另一种名为ANRIL(Antisense non-coding RNA in the INK4 Locus)的lncRNA也表现出调节心血管疾病的发生和发展的潜力。
长链非编码RNA

长链非编码RNA(lncRNA)简介什么是长链非编码RNA?长链非编码RNA(Long non-coding RNA, lncRNA)是一类本身不编码蛋白、转录本长度超过200nt的长链非编码RNA分子,它可在多层面上(表观遗传调控、转录调控以及转录后调控等)调控基因的表达。
lncRNA最初被认为是RNA聚合酶II转录的副产物,是一种“噪音”,不具有生物学功能。
然而,今年来的研究表面,lncRNA参与了X染色体沉默、染色体修饰和基因组修饰、转录激活、转录干扰、核内运输等过程,其调控作用正在被越来越多的人研究。
lncRNA的分布据统计,哺乳动物蛋白编码基因占总RNA的1%,长链非编码RNA占总RNA的比例可达4%-9%,这些长链非编码RNA是基因功能研究的又一座宝库。
目前发现的许多lncRNA都具有保守的二级结构,一定的剪切形式以及亚细胞定位。
它们在基因组上相对于蛋白编码基因的位置,可以分为5种:正义链(sense)、反义链(antisense)、双向(bidirectional)、内含子间(intronic)、基因间(intergenic),其所在的位置与其功能有一定的相关性。
lncRNA的作用机制长链非编码RNA的作用机制非常复杂,至今尚未完全清楚。
根据目前的研究,lncRNA的作用机制如要有以下几种(如图)。
编码蛋白的基因上游启动子区(橙色)转录,干扰下游基因(蓝色)的表达;抑制RNA聚合酶II或者介导染色质重构以及组蛋白修饰,影响下游基因(蓝色)的表达;与编码蛋白基因的转录本形成互补双链(紫色),干扰mRNA的剪切,形成不同的剪切形式;与编码蛋白基因的转录本形成互补双链(紫色),在Dicer酶的作用下产生内源性siRNA;与特定蛋白质结合,lncRNA转录本(绿色)可调节相应蛋白的活性;作为结构组分与蛋白质形成核酸蛋白质复合体;结合到特定蛋白质上,改变该蛋白质的细胞定位;作为小分子RNA(如miRNA、piRNA)的前体分子。
长链非编码RNA在系统性红斑狼疮中的研究进展

长链非编码RNA在系统性红斑狼疮中的研究进展长链非编码RNA(Long Non-Coding RNA,lncRNA)是一类长度超过200个核苷酸的RNA 分子,在细胞中不参与蛋白质编码,但在基因表达调控、细胞分化、凋亡等方面发挥重要的作用。
近年来,越来越多的研究发现,lncRNA在免疫系统的调节中也起着关键的作用。
系统性红斑狼疮(Systemic Lupus Erythematosus,SLE)是一种自身免疫性疾病,其发病机制非常复杂,包括遗传、环境和免疫因素等多种因素的作用。
在SLE的研究中,越来越多的证据表明,lncRNA参与了SLE的发病过程。
本文将对长链非编码RNA在系统性红斑狼疮中的研究进展进行综述。
一、lncRNA在SLE中的表达变化lncRNA的表达水平在SLE患者和正常人群中存在显著差异,这些差异可以作为SLE的生物标志物。
研究发现,某些lncRNA在SLE患者中上调表达,而另一些lncRNA则下调表达。
研究人员发现,lncRNA NEAT1在SLE患者中高表达,其水平与SLE的疾病活动性和肾功能损害程度密切相关。
lncRNA HIF1A-AS2的表达在SLE患者中下调,其水平与免疫球蛋白水平和白细胞计数等指标有关。
二、lncRNA在SLE发病机制中的作用lncRNA参与了SLE的发病机制,主要通过调节免疫细胞的功能和信号通路来影响免疫系统的平衡。
研究表明,lncRNA GAS5通过与miR-222相互作用,调节了T细胞的分化和功能,从而影响了SLE的发病过程。
lncRNA MALAT1通过调控NF-κB信号通路的激活,参与了SLE患者外周血单个核苷酸多态性(SNP)的发生。
三、lncRNA作为SLE治疗的靶点由于lncRNA在SLE的发病机制中起着重要的调控作用,它们也成为了SLE治疗的潜在靶点。
研究人员通过调控lncRNA表达水平,改变免疫系统的平衡,以达到治疗SLE的目的。
长链非编码RNA在人类肿瘤中的作用

长链非编码RNA在人类肿瘤中的作用近年来,随着生物学研究的进一步深入,越来越多的非编码RNA引起了科学家们的关注。
其中,长链非编码RNA(lncRNA)成为研究的热点之一。
众所周知,肿瘤是一种复杂的疾病,而lncRNA在其中扮演着至关重要的角色。
本文就长链非编码RNA在人类肿瘤中的作用进行探讨。
一、长链非编码RNA的定义和分类长链非编码RNA指的是长度大于200nt的RNA分子,其不具有编码蛋白质的能力。
lncRNA主要可以分为4类:(1)调控性lncRNA:这一类lncRNA主要参与转录后水平的调控,它们通常通过与RNA、DNA、蛋白质相互作用,对基因表达产生影响。
(2)信号lncRNA:这一类lncRNA具有信号分子的特性,可以在细胞内外起到信号传递的作用。
(3)结构性lncRNA:这一类lncRNA具有结构功能,能够影响染色质的结构和形态。
(4)伪基因:这是一些失去了编码能力,但仍被转录的DNA片段,其转录产物具有lncRNA的特征。
二、lncRNA在肿瘤中的作用lncRNA在调控转录后水平中发挥着重要的作用,它们可以参与细胞的增殖、凋亡、分化、转移等生物学过程,并与肿瘤的发生、发展密切相关。
1. lncRNA参与肿瘤细胞增殖和凋亡的调控lncRNA蛋白质转录后的调控是肿瘤细胞增殖和凋亡的主要机制之一。
一些研究表明,lncRNA-抑制酶集中器-1(lncRNA-HIF1A-AS2)能够调节癌细胞的增殖和凋亡。
实验证实,过表达lncRNA-HIF1A-AS2可抑制肿瘤细胞的增殖和促进凋亡。
而下调lncRNA-HIF1A-AS2则会使癌细胞增殖和凋亡受到抑制。
2. lncRNA参与肿瘤细胞转移和侵袭的调控肿瘤细胞的转移和侵袭是肿瘤发展的重要过程之一,也是导致恶性肿瘤形成和展开的关键因素。
一些研究表明,lncRNA-突变分化相似基因验证RNA-1(lncRNA-MDFIA-AS1)可通过抑制癌细胞的侵袭和转移来控制肿瘤的发展。
长链非编码RNALncRNA研究,读这篇文章就足够了!

长链⾮编码RNALncRNA研究,读这篇⽂章就⾜够了!1.认识⼀下长⾮编码RNA定义⾮编码RNA (non-coding RNA,ncRNA)指不翻译成多肽的RNA。
按照长度不同,短于200nt的归为⼩⾮编码RNA (small ncRNAs,sncRNAs),长于200nt的归为长⾮编码RNA (longncRNAs,lncRNAs)。
分类根据染⾊体上与编码基因的相对位置将lncRNA分为反义型(antisense lncRNAs)、内含⼦型(intronic lncRNAs)、反向型(divergent lncRNAs)、基因间型(intergenic lncRNAs)、启动⼦上游型(promoter upstream lncRNAs)、启动⼦型(promoter-associated lncRNAs)、转录起始位点型(transc ription start site-associated lncRNAs) [1, 2] (图1)。
图1. 根据染⾊体上与编码基因的相对位置对ncRNA进⾏分类。
lncRNAs作⽤范围⼴泛,机制⾮常复杂,这⾥从基因调控的⾓度重点讲⼀讲。
为了⽅便⼤家的理解,咱们来看看lncRNA的特点。
简单讲,lncRNA的本质是RNA,是由核苷酸组成的长链,有以下⼏个优势:(1) 可以轻松的与同源DNA序列(转录lncRNA的基因以及序列相似的基因)结合;(2) 可以轻松的与同源RNA序列结合;(3) 其丝带般的特点可以折叠成复杂的⼆级结构,轻松与多种蛋⽩质结合。
也就是说,lncRNA情商极⾼,与上层领导(DNA)关系暧昧,与同事(RNA)关系很铁,与下属(蛋⽩质)关系紧密。
这样⼋⾯玲珑的lncRNA那肯定是相当吃得开啊。
2.lncRNA参与转录前调控顾名思义,转录前调控就是对转录事件发⽣之前的准备阶段进⾏调控,主要指染⾊质开放或关闭状态的调控——想要使原来不转录的基因开启转录,就需要染⾊质从关闭状态转换为开放状态;想要使原来转录的基因不再转录,就需要染⾊质从开放状态转换为关闭状态。
长链非编码RNA的概述

长链非编码RNA的概述聊聊跟科研有关的感想心得,如基金,文章和实验。
长链非编码RNA(lncRNA)是一类长度大于200nt的非编码RNA,其在转录沉默、转录激活、染色体修饰、核内运输等均具有重要的功能。
一、lncRNA的简介不同的lncRNA参与多种生物学进程RNA是以一条DNA链为模板,以碱基互补配对原则转录形成的单链。
RNA分为mRNA、miRNA、tRNA、rRNA、ncRNA等。
非编码RNA包含短链非编码RNA和长链非编码RNA。
起初,lncRNA是被认为是基因组转录的“噪音”,无生物学功能。
随着研究的深入,已经发现lncRNA是一类参与多种生物学进程的非编码RNA。
lncRNA 包含多种类型的转录本,在结构上类似mRNA,有时也转录成编码基因的反义转录本。
lncRNA被认为执行了重要的调控功能,也与疾病发展息息相关。
有些lncRNA在物种之间相当保守,可以调控一些共有的信号通路。
二、lncRNA的产生lncRNA和mRNA一样是由对应的基因转录而成,具有5'帽子和poly尾巴,通过剪接形成成熟体的lncRNA;同一基因可以形成不同的转录本的lncRNA。
lncRNA的产生有几种方式:1、编码基因发生框插入,转成一个与先前编码序列合并的lncRNA;2、染色质重排后,两个不转录并且原来可能间隔的很远的序列区合并到了一起,产生了一个含多个外显子的lncRNA;3、非编码基因通过反转录转座作用复制,产生一个有功能的非编码逆转基因,或产生一个无功能的反转录基因;4、两次连续的重复时间在ncRNA内部产生相邻的重复序列产生lncRNA;5、转位因子插入产生一个有功能的lncRNA。
三、lncRNA的分类lncRNA分为以下几种:1、Antisense lncRNA (反义长链非编码RNA)2、Intronic transcript (内含子非编码RNA)3、Large intergenic noncoding RNA (lincRNA,基因区间的lncRNA)4、Promoter-associated lncRNA(启动子相关lncRNA)5、UTR associated lncRNA (非翻译区lncRNA)四、lncRNA的特点1、lncRNA的长度在200-100000nt之间,具有mRNA相似的结构,经剪接,具有ployA尾巴以及启动子结构,分化过程中有动态的表达以及不同的剪接方式,形成不同的lncRNA;2、lncRNA一般无蛋白编码能力,但是有很多lncRNA能编码一些短肽;3、lncRNA的保守性较低;4、lncRNA的表达具有组织特异性以及时空特性。
《长链非编码RNA的亚细胞定位预测》范文

《长链非编码RNA的亚细胞定位预测》篇一一、引言随着生物信息学和生物技术的快速发展,非编码RNA (ncRNA)的深入研究已经成为生命科学领域的一个重要方向。
长链非编码RNA(Long non-coding RNA, lncRNA)是近年来在各种细胞类型中发现的一种关键调节型ncRNA。
这类RNA对许多重要的生物过程具有影响,而对其在细胞中的确切位置了解仍然不完整。
长链非编RNA的亚细胞定位对其功能的解释有着重要意义,它可能直接关联着其在特定生物学过程或细胞结构中的功能发挥。
本文将深入探讨长链非编码RNA的亚细胞定位预测的相关方法和技术。
二、长链非编码RNA简介长链非编码RNA是一种没有明确编码功能的RNA分子,其长度通常超过200个核苷酸。
尽管它们没有明确的蛋白质编码功能,但它们在基因表达调控、细胞信号传导、细胞周期调控等过程中起着关键作用。
由于其在细胞中的分布和定位尚未完全明确,因此,研究其亚细胞定位成为当前研究的重要方向。
三、亚细胞定位预测的重要性长链非编码RNA的亚细胞定位是理解其功能的重要环节。
它们在细胞核或细胞质中的定位决定了它们能否参与转录或转录后过程的调控。
不同的亚细胞定位可能与其在细胞中的功能密切相关,例如在细胞核内调控基因的表达或在细胞质内参与mRNA 的稳定性和翻译等过程。
因此,长链非编码RNA的亚细胞定位预测不仅对理解其功能至关重要,也有助于我们更全面地理解其在生命活动中的作用。
四、亚细胞定位预测的方法目前,对于长链非编码RNA的亚细胞定位预测主要有两种方法:基于序列分析的方法和基于生物信息学的方法。
1. 基于序列分析的方法:该方法主要通过分析长链非编码RNA的序列特征来预测其可能的亚细胞定位。
例如,一些特定的序列模式可能与特定的亚细胞结构相关联,从而通过这些模式来推测其可能的定位。
然而,由于序列分析方法需要大量的实验数据和复杂的统计分析,因此其实用性有待进一步提高。
2. 基于生物信息学的方法:该方法主要通过利用现有的生物信息学工具和数据库来预测长链非编码RNA的亚细胞定位。
《长链非编码RNA的亚细胞定位预测》范文

《长链非编码RNA的亚细胞定位预测》篇一范文学术论文标题:长链非编码RNA的亚细胞定位预测摘要:本文研究了长链非编码RNA(lncRNA)的亚细胞定位预测。
通过综合分析现有文献及实验数据,我们利用生物信息学方法,开发了一种基于机器学习的预测模型。
该模型能有效地预测lncRNA的亚细胞定位,为研究lncRNA的功能及其在疾病发生发展中的作用提供了新的思路。
一、引言长链非编码RNA(lncRNA)是一类长度超过200个核苷酸的RNA分子,不编码蛋白质但具有重要的生物功能。
随着生物信息学和基因组学的发展,越来越多的研究开始关注lncRNA在细胞内的定位及其与疾病的关系。
准确预测lncRNA的亚细胞定位,对于揭示其功能及在疾病中的作用具有重要意义。
二、文献综述目前,关于lncRNA亚细胞定位的研究主要集中在实验方法上,如荧光共振能量转移(FRET)技术、免疫荧光技术等。
然而,这些方法费时费力,且受实验条件限制。
近年来,随着机器学习和生物信息学的发展,许多学者开始尝试利用计算方法预测lncRNA的亚细胞定位。
本文将综合分析已有研究,利用生物信息学方法,开发一种基于机器学习的预测模型。
三、研究方法本研究首先收集了大量的lncRNA序列数据和亚细胞定位信息。
然后,利用机器学习算法,构建了预测模型。
在模型构建过程中,我们采用了特征选择和降维技术,以提高模型的预测精度。
此外,我们还利用交叉验证和独立测试集对模型进行了评估。
四、结果与讨论1. 预测模型构建我们成功构建了基于机器学习的lncRNA亚细胞定位预测模型。
该模型能够根据lncRNA序列信息,预测其亚细胞定位。
在模型构建过程中,我们采用了多种机器学习算法,如支持向量机(SVM)、随机森林(Random Forest)等。
通过对比不同算法的预测性能,我们选择了性能最优的算法构建了最终的预测模型。
2. 预测结果分析我们对模型进行了交叉验证和独立测试集评估。
结果表明,我们的模型具有较高的预测精度和稳定性。
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Although the central role of RNA in cellular func-tions and organismal evolution has been advocated periodically during the past 50 years, only recently has RNA received a remarkable level of attention from the scientific community. Analyses that compare transcrip-tomes with genomes of mammalian species (BOX 1) have established that approximately two-thirds of genomic DNA is pervasively transcribed, which is in sharp con-trast to the <2% that is ultimately translated into pro-teins 1,2. Moreover, the degree of organismal complexity among species better correlates with the proportion of each genome that is transcribed into non-coding RNAs (ncRNAs) than with the number of protein-coding genes, even when protein diversification by both alterna-tive splicing and post-translational regulation are taken into account 3. This suggests that RNA-based regula-tory mechanisms had a relevant role in the evolution of developmental complexity in eukaryotes.The range of ncRNAs in eukaryotes is vast and exceeds the number of protein-coding genes. Besides the different families of small ncRNAs 4, a large proportion of transcriptomes results in RNA transcripts that are longer than 200 nucleotides, which are often polyadenylated and are devoid of evident open reading frames (ORFs) — these are defined as long ncRNAs (lncRNAs)5–7. Many roles are emerging for lncRNAs in ribonucleo-protein complexes that regulate various stages of gene expression 5,7. Their intrinsic nucleic acid nature confers on lncRNAs the dual ability to function as ligands for proteins (such as those with functional roles in gene regulation processes) and to mediate base-pairing interactions that guide lncRNA-containing complexes to specific RNA or DNA target sites 5,7,8. This dual activ-ity is shared with small ncRNAs 4, such as microRNAs (miRNAs), small nucleolar RNAs and many other small nuclear ribonucleoprotein particles (BOX 2). However, unlike small ncRNAs, lncRNAs can fold into complex secondary and higher order structures to provide greater potential and versatility for both protein and target rec-ognition 5,7,8. Moreover, their flexible 8,9 and modular 10,11 scaffold nature enables lncRNAs to tether protein fac-tors that would not interact or functionally cooperate if they only relied on protein–protein interactions 5,8,12–14. Such combinatorial RNA-mediated tethering activity has enhanced gene regulatory networks to facilitate a wide range of gene expression programmes (FIG. 1) to provide an important evolutionary advantage 5,7,8. This complexity is likely to be further expanded by differential splicing and the use of alternative transcription initiation sites and polyadenylation sites by lncRNAs, thus increasing the number of tethering-module combinations.The expression of lncRNAs has been quantitatively analysed in several tissues and cell types by high-throughput RNA sequencing (RNA-seq) experiments, and it was generally found to be more cell type specific than the expression of protein-coding genes 5,6,8,15–17. Interestingly, in several cases, such tissue specificity has been attributed to the presence of transposable elements that are embedded in the vicinity of lncRNA transcrip-tion start sites 18–20. Moreover, lncRNAs have been shown to be differentially expressed across various stages of differentiation, which indicates that they may be novel ‘fine-tuners’ of cell fate 5–7. This specific spatiotemporal expression can be linked to the establishment of both1Department of Biology and Biotechnology “CharlesDarwin”, Sapienza University of Rome, Piazzale Aldo Moro 5, 00185 Rome, Italy.2Institute of MolecularBiology and Pathology of the National Research Council, Piazzale Aldo Moro 5, 00185 Rome, Italy.3Istituto Pasteur Fondazione Cenci Bolognetti, Piazzale Aldo Moro 5, 00185 Rome, Italy.4Center for Life Nano Science @Sapienza, Istituto Italiano di T ecnologia, Sapienza University of Rome, Viale Regina Elena 291, 00161 Rome, Italy.Correspondence to I.B. e‑mail:irene.bozzoni@uniroma1.it doi:10.1038/nrg3606Published online 3 December 2013microRNAs(miRNAs). Small non-coding RNAs of ~22 nucleotides that are integral components ofRNA-induced silencing complex (RISC) and that recognizepartially complementary target mRNAs to induce translational repression, which is often linked to degradation. Among the RISC proteins, AGO binds to miRNA and mediates the repressing activity.Long non-coding RNAs: new players in cell differentiation and developmentAlessandro Fatica 1 and Irene Bozzoni 1–4Abstract | Genomes of multicellular organisms are characterized by the pervasive expression of different types of non-coding RNAs (ncRNAs). Long ncRNAs (lncRNAs) belong to a novel heterogeneous class of ncRNAs that includes thousands of different species. lncRNAs have crucial roles in gene expression control during both developmental and differentiation processes, and the number of lncRNA species increases in genomes of developmentally complex organisms, which highlights the importance of RNA-based levels of control in the evolution of multicellular organisms. In this Review, we describe the function of lncRNAs in developmental processes, such as in dosage compensation, genomic imprinting, celldifferentiation and organogenesis, with a particular emphasis on mammalian development.O N -C O D I N G R N ANature Reviews Genetics | AOP , published online 3 December 2013; doi:10.1038/nrg3606REVIEWSAs a consequence of suchcleavage, the 5′ cutoff product becomes polyadenylated, whereas the 3′ product undergoes rapid degradation that induces Pol II release from the DNA and hence transcriptional termination. Polycomb repressive complex(PRC). A multiprotein complex that silences target genes by establishing a repressive chromatin state; PRC2 trimethylates histone H3 at lysine 27, which is recognized by PRC1 that mediates chromatin compactionby inducing H2A monoubiquitylation.MLL1 complexA multiprotein complex that mediates both histone H3 trimethylation at lysine4(H3K4me3) and histoneH4 acetylation at lysine 16 (H4K16ac), which are associated with transcriptionally active genes.well-defined barriers of gene expression and cell-type-specific gene regulatory programmes. Combinedwith the involvement of lncRNAs in positive or nega-tive feedback loops, lncRNAs can amplify and con-solidate the molecular differences between cell typesthat are required to control cell identity and lineagecommitment21–23.In this Review, we discuss our latest understandingof lncRNAs according to their roles in various develop-mental processes. We focus on lncRNAs for which roleshave been confirmed by functional studies in cellularsystems, and some of these have been further charac-terized through in vivo loss-of-function approachesin model organisms (TABLE 1). We describe molecularmechanisms of action and roles of lncRNAs in cellularprocesses such as genomic imprinting, maintenance ofpluripotency and development in various organs, andin environment-responsive developmental programmes.Finally, we summarize future challenges in the field.Modes of action of lncRNAsNuclear lncRNAs. Evidence so far indicates that mostnuclear lncRNAs function by guiding chromatinmodifiers to specific genomic loci5,7,8,24(FIG. 1A). In mostcases, they recruit DNA methyltransferase 3 (DNMT3)and histone modifiers, such as the Polycomb repressivecomplex PRC2 (REFS 12,25) and histone H3 lysine 9(H3K9) methyltransferases26,27. The resultant DNA andhistone modifications predominantly correlate with theformation of repressive heterochromatin and with tran-scriptional repression. Furthermore, the act of lncRNAtranscription itself can negatively affect gene expres-sion28,29. Transcriptional activation has also been shownthrough the recruitment of chromatin-modifyingcomplexes, such as the histone H3K4 methyltransferaseMLL1 complex(REFS 30,31), and by the activation ofspecific enhancer regions through changes to three-dimensional chromatin conformation30,32,33. Withrespect to the target sites, it is possible to distinguishbetween cis- and trans-acting lncRNAs — cis-actinglncRNAs control the expression of genes that are posi-tioned in the vicinity of their transcription sites and cansometimes spread their effect to long distances on thesame chromosome, whereas trans-acting lncRNAs caneither repress or activate gene expression at independ-ent loci5,7,8. However, for both classes of lncRNAs, thetargeting mechanisms is still far from being understood;in particular, it is not known how cis-acting lncRNAsare retained to the sites of their transcription and how trans -acting lncRNAs find distantly located targets. Different recognition mechanisms have been proposed, including recruitment by bridging proteins 34, formation of an RNA–DNA triplex 35 and DNA recognition by RNA structures 36. Nuclear lncRNAs can also have indirect regulatory effects on gene loci (FIG. 1B); for example, by acting as decoys that sequester transcription factors 37,38, by allosterically modulating regulatory proteins 39, and by altering nuclear domains 40 and long-rangethree-dimensional chromosomal structures 41.Cytoplasmic lncRNAs. Many lncRNA-mediated mech-anisms of gene regulation have been identified in the cytoplasm 7. These lncRNAs often show sequence com-plementarity with transcripts that originate from either the same chromosomal locus or independent loci. Upon recognition of the target by base pairing, they can mod-ulate translational control, examples of which include positive regulation by the ubiquitin carboxy-terminal hydrolase L1 antisense RNA 1 (Uchl1-as1)42 and nega-tive regulation by tumour protein p53 pathway core-pressor 1 (Trp53cor1; also known as lincRNA‑p21)43. Similarly, lncRNAs can modulate mRNA stability; for example, both β-site APP-cleaving enzyme 1-antisense (BACE1‑AS )44 and tissue differentiation-inducing non-protein-coding RNA (TINCR )45 increase the stability of their target mRNAs, whereas half-STAU1 (staufen double-stranded RNA-binding protein 1)-binding site RNAs (1/2sbsRNAs)46,47 decrease target mRNA stability (FIG. 2A).A peculiar mode of action is that of lncRNAs that function as competing endogenous RNAs (ceRNAs)48 — by binding to and sequestering specific miRNAs, ceRNAs function as ‘miRNA sponges’ to protect the target mRNAs from repression. This represents a new type of regulatory circuitry in which different types of RNAs (both coding and non-coding) can crosstalk to each other by competing for shared miRNAs. This activ-ity was initially described in plants 49 and, subsequently, in mammals 50, in which it was shown to be relevant in many processes, including tumorigenesis 51,52, cell differ-entiation 21 and pluripotency 23. Recently, an additional example of ceRNA was found in a newly identified class of circular RNAs (circRNAs)53–55, which function as sponges for miRNAs in neuronal cells (FIG. 2B). It is interesting that, whereas the linear ceRNAs have a short half-life that allows a rapid control of sponge activity, circRNAs have much greater stability and their turnover can be controlled by the presence of a perfectly matched miRNA target site 53–55.Dosage compensation and genomic imprinting Among the first and best-characterized examples of lncRNAs that have specific developmental roles and robust loss-of-function phenotypes in vivo are those involved in dosage compensation and genomic imprinting (FIG. 1Aa). These two processes are required for normal development and rely on the formation of silenced chromatin to produce monoallelic expression of specific genes in mammals 56.REVIEWSXist promoterB Trans -acting IncRNAsAa Xist , Kcnq1ot1 and AirnBc JpxDosage compensationThe process that ensures equal levels of X-linked gene expression in males (XY) and females (XX).Genomic imprintingEpigenetic silencing of genes on the basis of their parental origin, which results in monoallelic expression.EHMT2A histone lysinemethyltransferase that is responsible for dimethylation and trimethylation at histone H3 lysine 9, which creates epigenetic marks thatpredominantly correlate with transcriptional repression.X chromosome inactivation. The identification of X-inactive specific transcript (XIST ) as a regulator of X chromosome inactivation in mammals provided one of the first examples of a lncRNA that is directly involved in the formation of repressive chromatin 56. Xist deletion in mice causes a loss of X chromosome inactivation and female-specific lethality 57. Various studies both in mice and in mouse embryonic stem cells (ESCs) — a major model system for X chro-mosome inactivation — have demonstrated that, in female cells, Xist acts in cis by inducing the forma-tion of transcriptionally inactive heterochromatin on the X chromosome from which it is transcribed 56. Xist is required only for the initiation and not for the maintenance of X inactivation, and its spatiotemporal expression must be properly controlled 56. Xist induces the formation of repressive heterochromatin, at least in part, by tethering PRC2 to the inactive X chromo-some 25. However, parallel PRC2-independent pathways have been recently demonstrated in both mouse and human ESCs 58,59.The interaction between Xist and chromatin may involve, among others, transcriptional repressor protein YY1 that is thought to function as a recruit-ment platform for Xist by binding to its first exon 34. Moreover, it has been recently shown that Xist itself is able to recognize the three-dimensional conforma-tion of the X chromosome 41. Notably, Xist expression is itself controlled by other lncRNAs in both a positive and a negative manner 56. One of the best-characterized Xist regulators is its natural antisense non-coding transcript Tsix . Tsix counteracts Xist expression by inducing repressive epigenetic modifications at the Xist promoter 56. The loss of Tsix function in vivo resulted in ectopic Xist expression, aberrant X inacti-vation and early embryonic lethality 60,61. These mouse models showed, for the first time, an important rolefor a naturally occurring antisense transcript in gene expression regulation. Furthermore, Xist activation also requires the lncRNA Jpx 62, which induces Xist tran-scription through the sequestration of transcriptional repressor CTCF 38 (FIG. 1Bc).Xist , which is transcriptionally regulated by a network of pluripotency factors, may also have an important role in differentiation. Indeed, both the homozygous and heterozygous conditional deletion of Xist in mouse haematopoietic stem cells produced an aberrant maturation of haematopoietic progenitors in females 63, which resulted in the development of blood cell cancers and in accelerated death. Aberrant XIST expression has been observed in human cancers, which further suggests that alteration in the X inactivation process contributes to tumorigenesis.Genomic imprinting. Imprinted genes generally asso-ciate in clusters and are epigenetically marked in sex-dependent ways during male and female game-togenesis; they are subsequently silenced on only one parental chromosome in the embryo. Imprinted regions encode different species of ncRNAs, includ-ing lncRNAs that, in many cases, bind to imprinted regions and are directly involved in silencing 56. These lncRNAs are generally long (more than 100 kb) and function in cis. The best-characterized example at both the genetic and the molecular levels are the lncRNAs Kcnq1 overlapping transcript 1 (Kcnq1ot1) and Airn (antisense Igf2r (insulin-like growth factor 2 recep-tor) RNA). These lncRNAs are paternally expressed; they function by repressing flanking protein-coding genes in cis and are involved in early development in mice 56. The loss of function of these lncRNAs in the embryo is not lethal — paternal inheritance of a loss-of-function allele results in a loss of imprinting and in growth defects, whereas maternal inheritance of this allele does not affect imprinting or growth 64–66. These studies showed that multiple repressive pathways regulate imprinted gene silencing by lncRNAs during development, and that the extent of silencing along the chromosome varies in different tissues 26,27,66. For exam-ple, during embryonic development, Kcnq1ot1 func-tions by establishing and maintaining repressive DNA methylation on surrounding genes, whereas, in the placenta, it functions by recruiting the repressive his-tone modifiers PRC2 and the H3K9 methyltransferase EHMT2 (also known as G9a) on genes that are located further away from the imprinted region 66. It is worth noting that, in the establishment of transcriptional gene silencing by cis -acting lncRNAs, continuous transcrip-tion might be more important than the production of mature RNA. This has been elegantly shown for Airn , which is expressed from the paternal chromosome and is antisense to the Igf2r gene. Airn functions in cis to silence the paternal Igf2r allele, whereas the maternal Igf2r allele remains expressed. In embryonic tissues, Airn silences paternal Igf2r through a mechanism that does not require a stable RNA product but that is based on continuous Airn transcription, which interferes with the recruitment of RNA polymerase II 29. By contrast,Figure 1 | Models of nuclear lncRNA function. Examples of long non-coding RNAs(lncRNAs) that regulate transcription in cis (part A ) and in trans (part B ), by recruiting specific transcriptional regulators onto specific chromosomal loci, are shown. Aa | lncRNAs that are involved in dosage compensation and genomic imprintinginclude X-inactive specific transcript (Xist ), Kcnq1 overlapping transcript 1 (Kcnq1ot1) and Airn (antisense Igf2r (insulin-like growth factor 2 receptor) RNA). These lncRNAs induce the formation of repressive chromatin through the recruitment of DNAmethyltransferase 3 (DNMT3), which induces DNA methylation; Polycomb repressive complex 2 (PRC2), which produces histone H3 lysine 27 trimethylation (H3K27me3); and histone lysine N -methyltransferase EHMT2, which is responsible for producing H3K9me2 and H3K9me3 (REF . 56). Ab | HOXA distal transcript antisense RNA (HOTTIP ) functions through the recruitment of the MLL1 complex, which drives the formation of the activating H3K4me3 mark 30. Ba | HOXA transcript antisense RNA (HOTAIR ) is a trans -acting regulator of the HOXD genes 12. It is characterized by a modular scaffold structure that allows the recruitment of two distinct repressive complexes, PRC2 and the H3K4 demethylating complex KDM1A–coREST–REST (lysine-specific histone demethylase 1A–REST corepressor 1–RE1-silencing transcription factor) on the same genomic region 11. Bb | The pluripotency RNAs lncRNA-ES1 and lncRNA-ES2 associate with both PRC2 and the transcription factor sex-determining region Y-box 2 (SOX2), which suggests that these lncRNAs control embryonic stem cell pluripotency by silencing SOX2-bound developmental genes 14; this function is alternative to OCT4- and SOX2-dependent activation of pluripotency genes. Bc | The lncRNA Jpx (Jpx transcript, Xist activator) that binds to the transcriptional repressor CTCF inhibits its binding to the Xist promoter, thus activating Xist transcription 38.◀REVIEWSin the placenta, mature Airn recruits EHMT2 to induce the formation of repressive chromatin65. Altogether, these studies showed that a single lncRNA could work by different mechanisms depending on the cell type, which might reflect the presence of either different interactors or chromatin modifications that influence lncRNA functions in diverse cellular contexts. These examples also show the advantages of using cis-acting lncRNAs to regulate a gene cluster. The in situ produc-tion of regulators at their site of function is intrinsically more robust than dedicated trans-acting proteins. Thus, it is not surprising that the use of cis-acting lncRNAs to silence gene transcription is an evolutionarily con-served mechanism and is not restricted to complex and multicellular organisms, as in the case of yeast cryptic unstable transcripts67.Foxf1 adjacent non-coding developmental regulatory RNA; GABA, γ-aminobutyric acid; Hotair, HoxA transcript antisense RNA; HOTTIP, HOXA distal transcript antisense RNA; Kcnq1ot1, Kcnq1 overlapping transcript 1; lncRNA, long non-coding RNA; Malat1, metastasis-associated lung adenocarcinoma transcript 1; Miat, myocardial infarction-associated transcript (also known as Rncr2); Six3os1, Six3 opposite strand transcript 1; Tsix, X (inactive)-specific transcript, opposite strand; Tug1, taurine upregulated gene 1; Vax2os, Vax2 opposite strand transcript; Xist, X-inactive specific transcript.Germ layerPrimary germ layers (that is, ectoderm, endoderm and mesoderm) are specified during vertebrate embryogenesis and, through further differentiation, give rise to the organs and tissues of the body.PluripotencyThe ability of a cell to differentiate into one of many cell types.Induced pluripotent stem cells(iPSCs). In vitro-derived pluripotent cells that originate from non-pluripotent cells in a process called reprogramming.Regulation of HOX genesHOX genes encode an evolutionary conserved familyof transcription factors that regulate the embryo bodyplan and that contribute to cell specification in severaladult differentiation processes68. In mammals, thereare 39 HOX genes that are grouped in four clusters(HOXA, HOXB, HOXC and HOXD), which allowprecise spatiotemporal coordination of expression.In addition to protein-coding genes, these clustersproduce hundreds of lncRNAs that show similarspatiotemporal windows of expression to their neigh-bouring protein-coding genes12. Some of these lncRNAshave been shown to be directly involved in the regulationof HOX genes.Cis-acting lncRNAs. The cis-acting lncRNA HOXAdistal transcript antisense RNA(HOTTIP), whichis produced from the 5ʹ end of the human HOXAlocus upstream of HOXA13, was identified in humanprimary fibroblasts. The downregulation of HOTTIPlevels in primary fibroblasts induced the transcriptionof several downstream 5ʹ-HOXA genes. HOTTIP is con-served in vertebrates, and its knockdown by short hair-pin RNAs in chick embryos altered limb morphology30.The mechanism by which HOTTIP regulates HOXAexpression relies on its interaction with the activatinghistone-modifying MLL1 complex and on the forma-tion of chromatin loops that connect distally expressedHOTTIP transcripts with various HOXA gene promot-ers30(FIG. 1Ab). Notably, many DNA enhancer elementsproduce enhancer RNAs, which might work by asimilar mechanism32,33.An identical mode of action has been describedfor mistral lncRNA (Mira),which is a mouse-specificlncRNA that is transcribed from the HOXA locus31.Mira was identified in retinoic acid-induced dif-ferentiation of mouse ESCs, in which it positivelycontrols the transcription of two adjacent genes,HOXA6 and HOXA7. The knockdown of Mira inmouse ESCs inhibited the activation of germ layerspecification genes, which suggests a role for Mira inearly mouse ESC differentiation31. However, it is notclear how this is linked to the regulation of HOXA6and HOXA7, as the deletion of these genes in mouseembryos indicated that they are involved in laterdevelopmental stages69.HOX genes are also involved in cell differentiation,and their deregulation is associated with different typesof human disease, including cancer67. HOXA transcriptantisense RNA myeloid-specific 1 (HOTAIRM1) wasidentified as a lncRNA that is produced from the 3ʹend of the HOXA locus specifically in myeloid line-ages70. The knockdown of HOTAIRM1 in myeloid leu-kaemia cell lines inhibited the expression of 3ʹ-HOXAgenes by a currently uncharacterized mechanism,which indicates a positive role in gene expression,but it did not produce substantial effects on granulo-cytic differentiation. By contrast, linc‑Hoxa1 RNA wasrecently identified in mouse ESCs, in which it func-tions in cis to repress Hoxa1 transcription by recruitingtranscriptional activator protein Pur-β (PURB)71.Trans-acting lncRNAs. HOX transcript antisense RNA(HOTAIR) was one of the first trans-acting lncRNAs tobe identified12. HOTAIR is transcribed from the HOXCgene cluster but acts as a repressor of the HOXD cluster,which is located on a different chromosome. HOTAIRinteracts with the PRC2 and KDM1A–coREST–REST(lysine-specific histone demethylase 1A–REST core-pressor 1–RE1-silencing transcription factor) histone-modifying complexes11,12, and it is proposed to functionin trans through the recruitment of these two repres-sive complexes to specific target genes (FIG. 1Ba). Indeed,the knockdown of HOTAIR in human fibroblasts led todecreased activity of these repressor complexes andto an increase in the expression of HOXD genes. Mousemodels that carry targeted knockout of Hotair have beenrecently produced71. Hotair deletion did not affect via-bility but led to developmental defects and to homeotictransformations in the skeletal system71. Consistent withits association with repressive histone-modifying com-plexes, derepression of several genes, including HoxDcomponents, was reported upon Hotair knockout72.Interestingly, the deletion of the entire mouse HoxClocus is perinatally lethal and does not show skeletaltransformations, whereas individual knockouts of itscomponents, including Hotair, are viable but show devel-opmental defects73,74. This may reflect the presence eitherof compensatory mechanisms among members of theHoxD cluster or of genes with functions that are antag-onistic to Hotair72, thus emphasizing the importanceof using appropriate in vivo models to define lncRNAfunction. Finally, HOTAIR was found to be upregulatedin different cancers; in breast cancer metastasis, suchupregulation was shown to result in the re-targeting ofPRC2 to silence tumour suppressor genes75.Pluripotency versus differentiation commitmentSeveral lncRNAs that are associated with pluripotencyhave been identified either as species that are inducedupon the reprogramming of fibroblasts to induced pluri-potent stem cells (iPSCs)76 or as species that are expressedin mouse13,77,78 and human ESCs14. Notably, theselncRNA species show expression profiles that corre-late well with those of OCT4 (also known as POU5F1),homeobox protein NANOG and sex-determiningregion Y-box 2 (SOX2), which are core componentsof the transcriptional network that controls pluripo-tency78, and the promoters of these lncRNA speciesare bound by at least one of these core pluripotencytranscription factors13. Loss-of-function experimentsresulted in either exit from the pluripotent state or theupregulation of lineage commitment gene expressionprogrammes, which was comparable to the knockdownof well-known ESC regulators13,79. Consistent with the‘modular scaffold’ hypothesis13, both the lncRNA‑ES1(also known as LINC01108) and lncRNA‑ES2 pluripo-tency-associated lncRNAs were found to interact withPolycomb protein SUZ12 and SOX2, which suggestsa model whereby pluripotency-associated lncRNAsfunction as scaffolds to recruit SUZ12 — part of therepressive PRC2 — to silence neural targets of SOX2 inpluripotent human ESCs14(FIG. 1Bb).REVIEWSAmong pluripotency-associated lncRNAs, LINC‑ROR (long intergenic non-protein coding RNA, regu-lator of reprogramming) is consistently enriched in human iPSCs, regardless of the cell of origin of these iPSCs 76. LINC‑ROR functions as a ceRNA to regulate the expression of the core pluripotency transcriptionfactors by competing for miR-145 binding 23(FIG. 3). Thus, it is a powerful example of how regulatory networks among transcriptional factors, miRNAs and lncRNAs are relevant for controlling the alternative fate between proliferation and differentiation commitments.Brain and CNS developmentRoles have been identified for lncRNAs in establish-ing and maintaining cell-type-specific gene expression patterns during organ development. In particular, the central nervous system (CNS), which is characterized by a vast range of neuronal and glial subtypes, is by far the most complex and diversified organ in terms of ncRNAs 80. Cells in the CNS show intense transcription of lncRNAs, and the increase in number of lncRNAs has been linked to evolutionary complexity. Below, we describe several examples of lncRNAs that have roles in neurogenesis.Abundant lncRNAs. Among the most abundant lncRNAs of the nervous system, metastasis-associated lung adenocarcinoma transcript 1 (Malat1) is by far the most extensively studied. This lncRNA was described as a highly expressed species in different types of mouse neurons 81. Malat1 is localized in nuclear speckles and has been shown to regulate synapse formation by modu-lating a subset of genes that have roles in nuclear and synapse function 81. Indeed, the knockdown of Malat1 in cultured mouse hippocampal neurons produced decreased synapse density and decreased dendrite growth 80. However, a loss-of-function genetic model of Malat1 indicated that it is not essential for mouse pre-natal and postnatal development 82. These mice showed only a minor effect of deregulation of several genes, such as Malat1-neighbouring genes, thus indicating a poten-tial cis -regulatory role for Malat1 in gene transcription.Consistent with its original identification in cancer, the downregulation of MALAT1 by 1,000-fold in human lung tumour cells, which was achieved by integrating RNA-destabilizing elements into MALAT1 using zinc-finger nucleases , revealed a MALAT1-controlled meta-static gene expression programme 83. In this setting, MALAT1 was found in nuclear speckles and interacted with E3 SUMO-protein ligase CBX4 (also known as PC2), which is a component of PRC1. Overall, we still await clarification of the exact mechanisms of MALAT1 activity in the distinct processes of tumour progression and neuronal differentiation.lncRNAs with connections to key neural developmental protein-coding genes. lncRNAs have been profiled by complementary genome-wide techniques and in situ hybridizations on different adult mouse brain regions, which indicated that lncRNAs are associated with distinct brain cell types and are expressed in a more| GeneticsInhibition of translationAbAcAdAeSTAU1-mediated mRNA stabilizationSTAU1-mediated mRNA decayIncrease in stabilityCap-independent translationmRNA BFigure 2 | Models of cytoplasmic lncRNA function. A | A common recognitionmechanism is through base pairing of complementary regions between the longnon-coding RNA (lncRNA) and their target RNA sequence. Aa | Base pairing between specific regions of the human β-site APP-cleaving enzyme 1 (BACE1) mRNA and its antisense transcript BACE1-AS induces stabilization of the target mRNA and increases BACE1 protein expression 44. Ab | Staufen double-stranded RNA-binding protein 1(STAU1)-mediated mRNA decay is induced when intermolecular base pairing is formed between an Alu element (or short interspersed element (SINE) in mice) in the 3′untranslated region of the mRNA and an Alu element within a long half-STAU1-binding site RNA (1/2sbsRNA)46,47. This mRNA decay mechanism also involves the RNA helicase up-frameshift 1 (UPF1). Ac | By contrast, STAU1-mediated mRNA stabilization has been described in the case of tissue differentiation-inducing non-protein coding RNA (TINCR ), which recognizes its target mRNAs through a 25 nucleotide-long motif 45. Antisense recognition has been shown to also control translation. Ad | A repressive effect on translation was shown for the targets of tumour protein p53 pathway corepressor 1 (Trp53cor1) lncRNA 43, which functions with the RNA helicase RCK. Ae | Translation is induced upon stress induction of ubiquitin carboxy-terminalhydrolase L1 antisense RNA 1 (Uchl1-as1)42. B | Base pairing is also the mode of action of competing endogenous RNAs. In this case, however, the complementarity is between microRNAs (miRNAs) and different targets (including circular RNAs (circRNAs)54,55, lncRNAs 21, pseudogene transcripts 50 and mRNAs 48). The effect of these interactions is that protein-coding RNAs and non-coding RNAs can crosstalk to each other by competing for miRNA binding through their miRNA recognition motifs. ORF , open reading frame; SBS, STAU1-binding site.。