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.     

利用RIP-Seq技术鉴定HepG2细胞中与HuR蛋白结合的lncRNAs

长链非编码RNAs（long noncoding RNAs, lncRNAs）可在表观遗传水平、转录水平和转录后水平调节基因的表达,对细胞功能起着重要的调节作用。RNA结合蛋白可与很多的RNA结合,并在转录后水平发挥重要的调节作用。然而,RNA结合蛋白是否可以在细胞内广泛结合lncRNAs对其发挥调节作用,仍需进一步证实。本研究通过RNA结合蛋白免疫沉淀技术联合高通量测序（RNA binding protein immunoprecipitation-high throughput sequencing, RIP-Seq）的方法在人肝癌细胞株HepG2中,鉴定与人抗原R（human antigen R, HuR）蛋白相结合的lncRNA分子,并进行了初步的验证。首先,通过HuR-RIP实验分离与HuR蛋白结合的RNA分子,然后高通量测序及生物信息学分析。根据分析结果,鉴定出HepG2细胞中361条与HuR蛋白结合的lncRNAs分子,包括基因间lncRNA（large intergenic noncoding RNA, LincRNA）、内含子lncRNA、与编码基因正义链有重叠的lncRNA和与编码基因反义链有重叠lncRNA（antisense lncRNA）等。并进一步通过RIP-qPCR技术,对其中20条LincRNA分子进行了定量检测,验证测序结果。在HepG2细胞中敲低HuR基因表达,发现这些LincRNA分子中,11条LincRNA分子表达水平显著降低（P＜0.05）,2条LincRNA显著升高（P＜0.05）,剩余7条LincRNA表达量未发生变化（P＞0.05）。本研究结果说明,HuR在细胞内可以广泛结合lncRNA分子,并且可能对结合的lncRNA分子的表达量产生影响,这也为进一步研究这些lncRNA的功能和HuR调控网络的研究提供了基础。     

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。     

Long Intergenic Non-Coding RNAs (LincRNAs) Identified by RNA-Seq in Breast Cancer

In an attempt to find the correlation of aberrant expression of long intergenic noncoding RNAs (lincRNAs) with cancer, twenty-five samples of breast cancer tissue and respective adjacent normal tissue were studied for the expression of lincRNAs by RNA-seq. Among the 538 lincRNAs studied, 124 lincRNAs were exclusively expressed in cancer adjacent tissues and 62 lincRNAs were exclusively expressed in the cancer tissues. Furthermore, the expression of 134 lincRNAs was higher while 272 lower in breast cancer tissue compared with adjacent tissue. The expression of four selected lincRNAs (BC2, BC4, BC5, and BC8) was validated by semi-quantitative and real-time PCR. It was revealed that expression of lincRNA-BC5 was positively correlated with patients'' age, pathological stage, and progesterone receptor concentration, while lincRNA-BC8 was negatively correlated with progesterone receptor expression. Higher expression of lincRNA-BC4 was seen in advanced breast cancer grade. LincRNA-BC2 showed no specific changes in the pathological features studied. Interactions between selected lincRNAs and breast cancer associated proteins were highly suggested by RPIseq based on the specific secondary structure. The results demonstrated that this group of lincRNAs was aberrantly expressed in breast cancer. They might play important roles in the function of oncogenes or tumor suppressors affecting the development and progression of breast cancer.     

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.     

ALDB: A Domestic-Animal Long Noncoding RNA Database

Background

Long noncoding RNAs (lncRNAs) have attracted significant attention in recent years due to their important roles in many biological processes. Domestic animals constitute a unique resource for understanding the genetic basis of phenotypic variation and are ideal models relevant to diverse areas of biomedical research. With improving sequencing technologies, numerous domestic-animal lncRNAs are now available. Thus, there is an immediate need for a database resource that can assist researchers to store, organize, analyze and visualize domestic-animal lncRNAs.

Results

The domestic-animal lncRNA database, named ALDB, is the first comprehensive database with a focus on the domestic-animal lncRNAs. It currently archives 12,103 pig intergenic lncRNAs (lincRNAs), 8,923 chicken lincRNAs and 8,250 cow lincRNAs. In addition to the annotations of lincRNAs, it offers related data that is not available yet in existing lncRNA databases (lncRNAdb and NONCODE), such as genome-wide expression profiles and animal quantitative trait loci (QTLs) of domestic animals. Moreover, a collection of interfaces and applications, such as the Basic Local Alignment Search Tool (BLAST), the Generic Genome Browser (GBrowse) and flexible search functionalities, are available to help users effectively explore, analyze and download data related to domestic-animal lncRNAs.

Conclusions

ALDB enables the exploration and comparative analysis of lncRNAs in domestic animals. A user-friendly web interface, integrated information and tools make it valuable to researchers in their studies. ALDB is freely available from http://res.xaut.edu.cn/aldb/index.jsp.     

Active chromatin and noncoding RNAs: an intimate relationship

Eukaryotic genomes are packaged into chromatin, where diverse histone modifications can demarcate chromatin domains that facilitate or block gene expression. While silent chromatin has been associated with long noncoding RNAs (lncRNAs) for some time, new studies suggest that noncoding RNAs also modulate the active chromatin state. Divergent, antisense, and enhancer-like intergenic noncoding RNAs can either activate or repress gene expression by altering histone H3 lysine 4 methylation. An emerging class of enhancer-like lncRNAs may link chromosome structure to chromatin state and establish active chromatin domains. The confluence of several new technologies promises to rapidly expand this fascinating topic of investigation.     

长链非编码RNA的功能与疾病

长链非编码RNAs（long noncoding RNAs,lncRNAs）是一类长度大于200 nt且不表现出任何蛋白质编码潜能的RNAs,在总非编码RNAs(ncRNA)中占有相当大的比例.对lncRNAs的研究将有助于理解生命体多层次的表达调控网络,并有望为复杂疾病的预测、诊断、和治疗提供新的分子依据.本文在简要介绍lncRNAs的基础上,综合分析了lncRNAs与表观遗传、基因表达调控和疾病发生的关系,以期为进一步的研究提供参考.