Identification and Functional Prediction of Large Intergenic Noncoding RNAs (lincRNAs) in Rainbow Trout (<Emphasis Type="Italic">Oncorhynchus mykiss</Emphasis>)

Long noncoding RNAs (lncRNAs) have been recognized in recent years as key regulators of diverse cellular processes. Genome-wide large-scale projects have uncovered thousands of lncRNAs in many model organisms. Large intergenic noncoding RNAs (lincRNAs) are lncRNAs that are transcribed from intergenic regions of genomes. To date, no lincRNAs in non-model teleost fish have been reported. In this report, we present the first reference catalog of 9674 rainbow trout lincRNAs based on analysis of RNA-Seq data from 15 tissues. Systematic analysis revealed that lincRNAs in rainbow trout share many characteristics with those in other mammalian species. They are shorter and lower in exon number and expression level compared with protein-coding genes. They show tissue-specific expression pattern and are typically co-expressed with their neighboring genes. Co-expression network analysis suggested that many lincRNAs are associated with immune response, muscle differentiation, and neural development. The study provides an opportunity for future experimental and computational studies to uncover the functions of lincRNAs in rainbow trout.     

长非编码RNA研究进展

长非编码RNA是指一类长度大于200个核苷酸、不编码蛋白质的非编码RNA.越来越多的研究表明,人类基因组中高达90%的非编码蛋白质的区段同样具有重要作用,而不是所谓的"转录噪声".针对长非编码RNA的功能研究表明,其在转录起始的调控、转录及转录后的调控中均发挥着重要作用,因而影响着各种各样的生物学过程.本综述围绕近几年长非编码RNA的研究成果,总结了长非编码RNA的起源与进化、新型的长非编码RNA类型、典型的长非编码RNA作用机制以及长非编码RNA在发育与细胞重编程过程中的研究,同时也概述了长非编码RNA与表观遗传调控和癌症的关系以及长非编码RNA研究的相关技术.系统发现长非编码RNA并阐明其功能机制,将对现代生命科学具有重大的意义.     

非编码长链RNA与基因表达调控

近年来,在小鼠全长cDNA文库大规模测序中发现一类新的转录物——非编码长链RNA(long noncoding RNA,lncRNA),引起了科学界的关注.lncRNA长度大于200个核苷酸,无蛋白质编码功能,在真核细胞基因组中被普遍转录.lncRNA种类繁多,数量庞大,占哺乳动物基因组转录物的绝大部分.相对于研究较多的非编码小RNA,lncRNA的功能目前尚不完全清楚.但越来越多的研究发现,lncRNA在多个水平调控基因的表达,在胚胎发育、物种进化、细胞分化和某些疾病如神经退行性疾病及肿瘤的发生过程中起着重要作用.本文在简要介绍lncRNA基本概念的基础上,结合当前研究成果,就lncRNA在转录水平、转录后水平和表观遗传水平调控基因表达的机制作一综述.     

A Computational Framework to Infer Human Disease-Associated Long Noncoding RNAs

As a major class of noncoding RNAs, long noncoding RNAs (lncRNAs) have been implicated in various critical biological processes. Accumulating researches have linked dysregulations and mutations of lncRNAs to a variety of human disorders and diseases. However, to date, only a few human lncRNAs have been associated with diseases. Therefore, it is very important to develop a computational method to globally predict potential associated diseases for human lncRNAs. In this paper, we developed a computational framework to accomplish this by combining human lncRNA expression profiles, gene expression profiles, and human disease-associated gene data. Applying this framework to available human long intergenic noncoding RNAs (lincRNAs) expression data, we showed that the framework has reliable accuracy. As a result, for non-tissue-specific lincRNAs, the AUC of our algorithm is 0.7645, and the prediction accuracy is about 89%. This study will be helpful for identifying novel lncRNAs for human diseases, which will help in understanding the roles of lncRNAs in human diseases and facilitate treatment. The corresponding codes for our method and the predicted results are all available at http://asdcd.amss.ac.cn/MingXiLiu/lncRNA-disease.html.     

乏情和发情初产母猪下丘脑–垂体–卵巢轴中lincRNAs表达谱比较分析

初产母猪断奶后能否正常发情对养猪生产影响重大,也是初产母猪被淘汰的主要原因。本研究以乏情和发情初产母猪为研究对象,首次利用RNA-seq技术对其下丘脑-垂体-卵巢轴中的基因间长链非编码RNAs(long intergenic noncoding RNAs,lincRNAs)进行筛选比较,得到lincRNAs的表达图谱,并对其特征和功能进行了初步分析。结果显示,在乏情和发情初产母猪下丘脑–垂体–卵巢轴中鉴定得到3519个lincRNAs,以发情组为对照共有17个lincRNAs存在差异表达,其中12个表达上调,5个表达下调(FC≥2,P<0.05)。选择4个差异表达的lincRNAs经qRT-PCR验证,其表达水平与测序结果基本一致。对这17个差异表达的lincRNAs进行GO分析、KEGG通路分析及lincRNA-mRNA共表达网络分析,发现这些lincRNAs主要与猪卵母细胞减数分裂成熟、卵巢细胞分化及颗粒细胞凋亡等生殖活动相关。本研究结果丰富了猪lincRNAs数据资源,为进一步深入研究初产母猪的生殖机能提供了理论依据。     

长链非编码RNA在神经系统发育及神经性疾病中的作用

长链非编码RNA(long non-coding RNA,lncRNA)是一类转录本长度在200至数千个核苷酸序列,且不具有蛋白质编码潜能的非编码RNA。相较于研究较多的微小RNA（microRNA,miRNA）和干扰小RNA（small interfering,siRNA）等非编码小RNA,lncRNA的许多功能仍尚不清楚。但越来越多的研究发现,lncRNA可通过多种方式调控中枢神经系统发育,包括表观遗传组蛋白甲基化、转录辅因子调控、可变剪接调控等途经。而以上途经的异常均与多种人类重大疾病的发生密切相关,例如,阿尔兹海默症（Alzheimer’s disease,AD）、自闭症（autism spectrum disorder,ASD）、精神分裂症（schizophrenia,SZ）等。本文就lncRNA在表观遗传水平、转录水平、转录后水平和翻译水平上调控神经系统发育以及其在人类神经性疾病中的作用进行综述。     

Genome-wide characterization of long intergenic non-coding RNAs (lincRNAs) provides new insight into viral diseases in honey bees Apis cerana and Apis mellifera

Background

Long non-coding RNAs (lncRNAs) are a class of RNAs that do not encode proteins. Recently, lncRNAs have gained special attention for their roles in various biological process and diseases.

Results

In an attempt to identify long intergenic non-coding RNAs (lincRNAs) and their possible involvement in honey bee development and diseases, we analyzed RNA-seq datasets generated from Asian honey bee (Apis cerana) and western honey bee (Apis mellifera). We identified 2470 lincRNAs with an average length of 1011 bp from A. cerana and 1514 lincRNAs with an average length of 790 bp in A. mellifera. Comparative analysis revealed that 5 % of the total lincRNAs derived from both species are unique in each species. Our comparative digital gene expression analysis revealed a high degree of tissue-specific expression among the seven major tissues of honey bee, different from mRNA expression patterns. A total of 863 (57 %) and 464 (18 %) lincRNAs showed tissue-dependent expression in A. mellifera and A. cerana, respectively, most preferentially in ovary and fat body tissues. Importantly, we identified 11 lincRNAs that are specifically regulated upon viral infection in honey bees, and 10 of them appear to play roles during infection with various viruses.

Conclusions

This study provides the first comprehensive set of lincRNAs for honey bees and opens the door to discover lincRNAs associated with biological and hormone signaling pathways as well as various diseases of honey bee.

Electronic supplementary material

The online version of this article (doi:10.1186/s12864-015-1868-7) contains supplementary material, which is available to authorized users.