Filtering of deep sequencing data reveals the existence of abundant Dicer-dependent small RNAs derived from tRNAs

Deep sequencing technologies such as Illumina, SOLiD, and 454 platforms have become very powerful tools in discovering and quantifying small RNAs in diverse organisms. Sequencing small RNA fractions always identifies RNAs derived from abundant RNA species such as rRNAs, tRNAs, snRNA, and snoRNA, and they are widely considered to be random degradation products. We carried out bioinformatic analysis of deep sequenced HeLa RNA and after quality filtering, identified highly abundant small RNA fragments, derived from mature tRNAs that are likely produced by specific processing rather than from random degradation. Moreover, we showed that the processing of small RNAs derived from tRNA^Gln is dependent on Dicer in vivo and that Dicer cleaves the tRNA in vitro.     

A particular set of small non-coding RNAs is bound to the distinctive Argonaute protein of Trypanosoma cruzi: Insights from RNA-interference deficient organisms

The study of small RNAs and Argonaute proteins in eukaryotes that are deficient in functional RNA interference could provide insights into novel functions of small RNAs. In this study we describe small non-coding RNAs bound to a distinctive Argonaute protein of Trypanosoma cruzi, TcPIWI-tryp. Co-immunoprecipitation of TcPIWI-tryp followed by deep sequencing of isolated RNA identified abundant small RNAs derived from rRNAs and tRNAs. The small RNA repertoire differed from that of the canonical Argonaute in organisms with functional RNA interference, which could indicate novel biological functions for TcPIWI-tryp in T. cruzi and other members of the trypanosomatid clade.     

Recent developments in methods for RNA sequencing using in vitro 32P-labeling

A variety of approaches that utilize in vitro 32P-labeling of RNA and of oligonucleotides in the sequence analysis of RNAs are described. These include 1) methods for 5'- and 3'- end labeling of RNAs; 2) end labeling and sequencing of oligonucleotides present in complete T1 RNase or pancreatic RNase digests of RNA; 3) use of random endonucleases, such as nuclease P1, for terminal sequence analysis of end labeled RNAs; and 4) use of base specific enzymes or chemical reagents in the sequence analysis of end-labeled RNAs. Also described is an approach to RNA sequencing, applied so far to tRNAs, which is based on partial and random alkaline cleavage of an RNA to generate a series of overlapping oligonucleotide fragments, all containing the original 3'-end of the RNA. Analysis of the 5'- end group of each of these oligonucleotides (following 5'-end labeling with 32P) provides the sequence of most of the tRNA. The above methods have been used to derive the sequences of several tRNAs, the ribosomal 5S and 5 x 8S RNAs, a viroid RNA, and large segments of both prokaryotic and eukaryotic ribosomal and messenger RNAs.     

Repair of the tRNA-like CCA sequence in a multipartite positive-strand RNA virus

The 3' portions of plus-strand brome mosaic virus (BMV) RNAs mimic cellular tRNAs. Nucleotide substitutions or deletions in the 3'CCA of the tRNA-like sequence (TLS) affect minus-strand initiation unless repaired. We observed that 2-nucleotide deletions involving the CCA 3' sequence in one or all BMV RNAs still allowed RNA accumulation in barley protoplasts at significant levels. Alterations of CCA to GGA in only BMV RNA3 also allowed RNA accumulation at wild-type levels. However, substitutions in all three BMV RNAs severely reduced RNA accumulation, demonstrating that substitutions have different repair requirements than do small deletions. Furthermore, wild-type BMV RNA1 was required for the repair and replication of RNAs with nucleotide substitutions. Results from sequencing of progeny viral RNA from mutant input RNAs demonstrated that RNA1 did not contribute its sequence to the mutant RNAs. Instead, the repaired ends were heterogeneous, with one-third having a restored CCA and others having sequences with the only commonality being the restoration of one cytidylate. The role of BMV RNA1 in increased repair was examined.     

Repertoire of Bovine miRNA and miRNA-Like Small Regulatory RNAs Expressed upon Viral Infection

MicroRNA (miRNA) and other types of small regulatory RNAs play a crucial role in the regulation of gene expression in eukaryotes. Several distinct classes of small regulatory RNAs have been discovered in recent years. To extend the repertoire of small RNAs characterized in mammals and to examine relationship between host miRNA expression and viral infection we used Illumina''s ultrahigh throughput sequencing approach. We sequenced three small RNA libraries prepared from cell line derived from the adult bovine kidney under normal conditions and upon infection of the cell line with Bovine herpesvirus 1. We used a bioinformatics approach to distinguish authentic mature miRNA sequences from other classes of small RNAs and short RNA fragments represented in the sequencing data. Using this approach we detected 219 out of 356 known bovine miRNAs and 115 respective miRNA* sequences. In addition we identified five new bovine orthologs of known mammalian miRNAs and discovered 268 new cow miRNAs many of which are not identifiable in other mammalian genomes and thus might be specific to the ruminant lineage. In addition we found seven new bovine mirtron candidates. We also discovered 10 small nucleolar RNA (snoRNA) loci that give rise to small RNA with possible miRNA-like function. Results presented in this study extend our knowledge of the biology and evolution of small regulatory RNAs in mammals and illuminate mechanisms of small RNA biogenesis and function. New miRNA sequences and the original sequencing data have been submitted to miRNA repository (miRBase) and NCBI GEO archive respectively. We envisage that these resources will facilitate functional annotation of the bovine genome and promote further functional and comparative genomics studies of small regulatory RNA in mammals.     

Characterization of Sus scrofa Small Non-Coding RNAs Present in Both Female and Male Gonads

Small non-coding RNAs (sncRNAs) are indispensable for proper germ cell development, emphasizing the need for greater elucidation of the mechanisms of germline development and regulation of this process by sncRNAs. We used deep sequencing to characterize three families of small non-coding RNAs (piRNAs, miRNAs, and tRFs) present in Sus scrofa gonads and focused on the small RNA fraction present in both male and female gonads. Although similar numbers of reads were obtained from both types of gonads, the number of unique RNA sequences in the ovaries was several times lower. Of the sequences detected in the testes, 2.6% of piRNAs, 9% of miRNAs, and 10% of tRFs were also present in the ovaries. Notably, the majority of the shared piRNAs mapped to ribosomal RNAs and were derived from clustered loci. In addition, the most abundant miRNAs present in the ovaries and testes are conserved and are involved in many biological processes such as the regulation of homeobox genes, the control of cell proliferation, and carcinogenesis. Unexpectedly, we detected a novel sncRNA type, the tRFs, which are 30–36-nt RNA fragments derived from tRNA molecules, in gonads. Analysis of S. scrofa piRNAs show that testes specific piRNAs are biased for 5′ uracil but both testes and ovaries specific piRNAs are not biased for adenine at the 10^th nucleotide position. These observations indicate that adult porcine piRNAs are predominantly produced by a primary processing pathway or other mechanisms and secondary piRNAs generated by ping-pong mechanism are absent.     

Small RNAs from plants,bacteria and fungi within the order Hypocreales are ubiquitous in human plasma

Background

The human microbiome plays a significant role in maintaining normal physiology. Changes in its composition have been associated with bowel disease, metabolic disorders and atherosclerosis. Sequences of microbial origin have been observed within small RNA sequencing data obtained from blood samples. The aim of this study was to characterise the microbiome from which these sequences are derived.

Results

Abundant non-human small RNA sequences were identified in plasma and plasma exosomal samples. Assembly of these short sequences into longer contigs was the pivotal novel step in ascertaining their origin by BLAST searches. Most reads mapped to rRNA sequences. The taxonomic profiles of the microbes detected were very consistent between individuals but distinct from microbiomes reported at other sites. The majority of bacterial reads were from the phylum Proteobacteria, whilst for 5 of 6 individuals over 90% of the more abundant fungal reads were from the phylum Ascomycota; of these over 90% were from the order Hypocreales. Many contigs were from plants, presumably of dietary origin. In addition, extremely abundant small RNAs derived from human Y RNAs were detected.

Conclusions

A characteristic profile of a subset of the human microbiome can be obtained by sequencing small RNAs present in the blood. The source and functions of these molecules remain to be determined, but the specific profiles are likely to reflect health status. The potential to provide biomarkers of diet and for the diagnosis and prognosis of human disease is immense.

Electronic supplementary material

The online version of this article (doi:10.1186/1471-2164-15-933) contains supplementary material, which is available to authorized users.     

Endogenous siRNAs and noncoding RNA-derived small RNAs are expressed in adult mouse hippocampus and are up-regulated in olfactory discrimination training

We previously proposed that endogenous siRNAs may regulate synaptic plasticity and long-term gene expression in the mammalian brain. Here, a hippocampal-dependent task was employed in which adult mice were trained to execute a nose-poke in a port containing one of two simultaneously present odors in order to obtain a reward. Mice demonstrating olfactory discrimination training were compared to pseudo-training and nose-poke control groups; size-selected hippocampal RNA was subjected to Illumina deep sequencing. Sequences that aligned uniquely and exactly to the genome without uncertain nucleotide assignments, within exons or introns of MGI annotated genes, were examined further. The data confirm that small RNAs having features of endogenous siRNAs are expressed in brain; that many of them derive from genes that regulate synaptic plasticity (and have been implicated in neuropsychiatric diseases); and that hairpin-derived endo-siRNAs and the 20- to 23-nt size class of small RNAs show a significant increase during an early stage of training. The most abundant putative siRNAs arose from an intronic inverted repeat within the SynGAP1 locus; this inverted repeat was a substrate for dicer in vitro, and SynGAP1 siRNA was specifically associated with Argonaute proteins in vivo. Unexpectedly, a dramatic increase with training (more than 100-fold) was observed for a class of 25- to 30-nt small RNAs derived from specific sites within snoRNAs and abundant noncoding RNAs (Y1 RNA, RNA component of mitochondrial RNAse P, 28S rRNA, and 18S rRNA). Further studies are warranted to characterize the role(s) played by endogenous siRNAs and noncoding RNA-derived small RNAs in learning and memory.     

来源于tRNA的小分子RNA——降解碎片还是新的调控分子

具有经典三叶草结构的tRNA作为细胞蛋白质合成机器的重要元件,已经拥有几十年深入细致的研究历史.但是,对于其功能的认识远没有止境,尤其在其作为潜在的基因表达调控分子前体的功能目前正逐渐被人们认识.最新的多项研究结果表明,在多种细胞系中通过高通量测序发现某种来源于tRNA的小片段RNA,这些剪切产物被认为与多种microRNA加工体系关键分子(如Dicer、Ago家族中的蛋白质)具有相互作用的能力.同时,报告基因检测系统的研究结果也暗示,这些小片段RNA具有类似microRNA的潜在调控功能,可能在细胞应对外界环境刺激时发挥重要的调节作用.如其具体的作用机制能够被更多的实验结果阐明,将极大地扩展我们对于非编码RNA调控功能的认识.     

Assessing the gene regulatory properties of Argonaute-bound small RNAs of diverse genomic origin

High-throughput sequencing reveals an abundance of microRNA-sized fragments derived from larger non-coding RNAs. Roles for these small RNAs in gene silencing are suggested by their co-precipitation with Argonaute, the microRNA effector protein, though the extent to which they suppress gene expression endogenously remains unclear. To address this, we used luciferase reporters to determine the endogenous functionality of small RNAs from a diverse range of sources. We demonstrate small RNAs derived from snoRNAs have the capacity to act in a microRNA-like manner, though we note the vast majority of these are bound to Argonaute at levels below that required for detectable silencing activity. We show Argonaute exhibits a high degree of selectivity for the small RNAs with which it interacts and note that measuring Argonaute-associated levels is a better indicator of function than measuring total expression. Although binding to Argonaute at sufficient levels is necessary for demonstrating microRNA functionality in our reporter assay, this alone is not enough as some small RNAs derived from other non-coding RNAs (tRNAs, rRNAs, Y-RNAs) are associated with Argonaute at very high levels yet do not serve microRNA-like roles.     

Identification and characterization of small RNAs involved in RNA silencing

Double-stranded RNA (dsRNA) is a potent trigger of sequence-specific gene silencing mechanisms known as RNA silencing or RNA interference. The recognition of the target sequences is mediated by ribonucleoprotein complexes that contain 21- to 28-nucleotide (nt) guide RNAs derived from processing of the trigger dsRNA. Here, we review the experimental and bioinformatic approaches that were used to identify and characterize these small RNAs isolated from cells and tissues. The identification and characterization of small RNAs and their expression patterns is important for elucidating gene regulatory networks.     

Identification and sequencing of two isopentenyladenosine-modified transfer RNAs from Chinese hamster ovary cells.

To determine the presence and identity of isopentenyladenosine-containing transfer RNAs (tRNAs) in a mammalian cell line, we adopted a novel method to isolate, clone and sequence these RNAs. This method was based on 3' polyadenylation of the tRNA prior to cDNA synthesis, PCR amplification, cloning and DNA sequencing. Using this unique procedure, we report the cloning and sequencing of the selenocysteine-tRNA and mitochondrial tryptophan-tRNA from Chinese hamster ovary cells which contain this specific tRNA modification. This new method will be useful in the identification of other tRNAs and other small RNAs where the primary sequence is unknown.