PlantMirP2: An Accurate, Fast and Easy-To-Use Program for Plant Pre-miRNA and miRNA Prediction.

MicroRNAs (miRNAs) are a kind of short non-coding ribonucleic acid molecules that can regulate gene expression. The computational identification of plant miRNAs is of great significance to understanding biological functions. In our previous studies, we have put firstly forward and further developed a set of knowledge-based energy features to construct two plant pre-miRNA prediction tools (plantMirP and riceMirP). However, these two tools cannot be used for miRNA prediction from NGS (Next-Generation Sequencing) data. In addition, for further improving the prediction performance and accessibility, plantMirP2 has been developed. Based on the latest dataset, plantMirP2 achieves a promising performance: 0.9968 (Area Under Curve, AUC), 0.9754 (accuracy), 0.9675 (sensitivity) and 0.9876 (specificity). Additionally, the comparisons with other plant pre-miRNA tools show that plantMirP2 performs better. Finally, the webserver and stand-alone version of plantMirP2 are available.

Isolation of Newly Transcribed RNA Using the Metabolic Label 4-Thiouridine.

Isolation of newly transcribed RNA is an invaluable approach that can be used to study the dynamic life of RNA in cellulo. Traditional methods of whole-cell RNA extraction limit subsequent gene expression analyses to the steady-state levels of RNA abundance, which often masks changes in RNA synthesis and processing. This chapter describes a methodology with low cytotoxicity that permits the labeling and isolation of nascent pre-mRNA in cell culture. The resulting isolate is suitable for use in a series of downstream applications aimed at studying changes in RNA synthesis, processing, or stability.

Optimizing In Vitro Pre-mRNA 3' Cleavage Efficiency: Reconstitution from Anion-Exchange Separated HeLa Cleavage Factors and from Adherent HeLa Cell Nuclear Extract.

Eukaryotic RNA processing steps during mRNA maturation present the cell with opportunities for gene expression regulation. One such step is the pre-mRNA 3' cleavage reaction, which defines the downstream end of the 3' untranslated region and, in nearly all mRNA, prepares the message for addition of the poly(A) tail. The in vitro reconstitution of 3' cleavage provides an experimental means to investigate the roles of the various multi-subunit cleavage factors. Anion-exchange chromatography is the simplest procedure for separating the core mammalian cleavage factors. Here we describe a method for optimizing the in vitro reconstitution of 3' cleavage activity from the DEAE-sepharose separated HeLa cleavage factors and show how to ensure, or avoid, dependence on creatine phosphate. Important reaction components needed for optimal processing are discussed. We also provide an optimized procedure for preparing small-scale HeLa nuclear extracts from adherent cells for use in 3' cleavage in vitro.

Precursors of tRNAs are stabilized by methylguanosine cap structures.

Efficient maturation of transfer RNAs (tRNAs) is required for rapid cell growth. However, the precise timing of tRNA processing in coordination with the order of tRNA modifications has not been thoroughly elucidated. To analyze the modification status of tRNA precursors (pre-tRNAs) during maturation, we isolated pre-tRNAs at various stages from Saccharomyces cerevisiae and subjected them to MS analysis. We detected methylated guanosine cap structures at the 5' termini of pre-tRNAs bearing 5' leader sequences. These capped pre-tRNAs accumulated substantially after inhibition of RNase P activity. Upon depletion of the capping enzyme Ceg1p, the steady state level of capped pre-tRNA was markedly reduced. In addition, a population of capped pre-tRNAs accumulated in strains in which 5' exonucleases were inhibited, indicating that the 5' cap structures protect pre-tRNAs from 5'-exonucleolytic degradation during maturation.

Purification of RNA-Protein Splicing Complexes Using a Tagged Protein from In Vitro Splicing Reaction Mixture.

In eukaryotes, pre-mRNA splicing is an essential step for gene expression. Splicing reactions have been well investigated by using in vitro splicing reactions with extracts prepared from cultured cells. Here, we describe protocols for the preparation of splicing-competent extracts from cells expressing a tagged spliceosomal protein. The whole-cell extracts are able to splice exogenously added pre-mRNA and the RNA-protein complex formed in the in vitro splicing reaction can be purified by immunoprecipitation using antibodies against the peptide tag on the splicing protein. The method described here to prepare splicing-active extracts from whole cells is particularly useful when studying pre-mRNA splicing in various cell types, and the expression of a tagged spliceosomal protein allows one to purify and analyze the RNA-protein complexes by simple immunoprecipitation.

Analysis of Alternative Pre-RNA Splicing in the Mouse Retina Using a Fluorescent Reporter.

In vivo alternative splicing is controlled in a tissue and cell type specific manner. Often individual cellular components of complex tissues will express different splicing programs. Thus, when studying splicing in multicellular organisms it is critical to determine the exon inclusion levels in individual cells positioned in the context of their native tissue or organ. Here we describe how a fluorescent splicing reporter in combination with in vivo electroporation can be used to visualize alternative splicing in individual cells within mature tissues. In a test case we show how the splicing of a photoreceptor specific exon can be visualized within the mouse retina. The retina was chosen as an example of a complex tissue that is fragile and whose cells cannot be studied in culture. With minor modifications to the injection and electroporation procedure, the protocol we outline can be applied to other tissues and organs.

Isolation of Nascent Transcripts with Click Chemistry.

Steady-state levels of cellular RNA are determined by both transcriptional rate and RNA half-life. Commonly used methods for transcriptional analysis are only capable of profiling total RNA and do not distinguish changes in synthesis and decay rates. Hence, a better understanding of the temporal dynamics of cellular response for a given condition at the transcriptional level requires techniques for the analysis of nascent transcripts. Here we describe a protocol that allows isolation of nascent transcripts with a copper-catalyzed azide-alkyne cycloaddition (CuAAC) also known as a click chemistry reaction.

Snapshots of pre-rRNA structural flexibility reveal eukaryotic 40S assembly dynamics at nucleotide resolution.

Ribosome assembly in eukaryotes involves the activity of hundreds of assembly factors that direct the hierarchical assembly of ribosomal proteins and numerous ribosomal RNA folding steps. However, detailed insights into the function of assembly factors and ribosomal RNA folding events are lacking. To address this, we have developed ChemModSeq, a method that combines structure probing, high-throughput sequencing and statistical modeling, to quantitatively measure RNA structural rearrangements during the assembly of macromolecular complexes. By applying ChemModSeq to purified 40S assembly intermediates we obtained nucleotide-resolution maps of ribosomal RNA flexibility revealing structurally distinct assembly intermediates and mechanistic insights into assembly dynamics not readily observed in cryo-electron microscopy reconstructions. We show that RNA restructuring events coincide with the release of assembly factors and predict that completion of the head domain is required before the Rio1 kinase enters the assembly pathway. Collectively, our results suggest that 40S assembly factors regulate the timely incorporation of ribosomal proteins by delaying specific folding steps in the 3' major domain of the 20S pre-ribosomal RNA.

Isolation and accumulation of spliceosomal assembly intermediates.

Isolating spliceosomes at a specific assembly stage requires a means to stall or enrich for one of the intermediate splicing complexes. We describe strategies to arrest spliceosomes at different points of complex formation and provide a detailed protocol developed for isolating intact splicing complexes arrested between the first and second chemical steps of splicing. Briefly, spliceosomes are assembled on a radiolabeled in vitro-transcribed splicing substrate from components present in nuclear extract of HeLa cells. Spliceosome progression is arrested after the first step of splicing chemistry by mutating the pre-mRNA substrate at the 3' splice site. The substrate also contains binding sites for the MS2 protein, which serve as an affinity tag. Purification of arrested spliceosomes is carried out in two steps: (1) size exclusion chromatography and (2) affinity selection via a fusion of MS2 and maltose-binding protein (MBP). Complex assembly and purification are analyzed by denaturing polyacrylamide gel electrophoresis.

New approach for purification of pre-miR-29 using lysine-affinity chromatography.

miRNA-based gene therapy applications require microRNA with high purity degree, good quality and biologically active. Owing to the commercial interest in these approaches, there is a growing interest in the development of innovative procedures to easily and efficiently purify the RNA. Thus, several chromatographic and non-chromatographic methods have been reported to accomplish this purpose, but not all of these strategies allow the efficient separation of miRNAs. The present study describes a new strategy that uses a lysine ligand in affinity chromatography to efficiently separate pre-miR-29 from a small RNAs mixture. The interest on this biomolecule is related to the fact that pre-miR-29 deficiencies or excesses have been associated to a number of clinically important diseases. The retention behaviour of pre-miR-29 was characterized and adjusted to achieve higher specificity in this chromatographic operation, using an ammonium sulfate stepwise gradient. Overall, it was verified that lysine-agarose support can promote a specific interaction with the pre-miR-29 favouring its total separation. The results also suggest that the underlying mechanism involves biorecognition of pre-miR-29 by the lysine ligands, resulting from the occurrence of different elementary interactions, including hydrogen and hydrophobic interactions.

Inhibition of miRNA maturation by peptide nucleic acids.

Molecules able to interfere in miRNA genesis and function are potent tools to unravel maturation and processing pathways. Antisense oligonucleotides or analogs are actually employed for the inhibition of miRNA function. Here we illustrate how Peptide Nucleic Acids oligomers targeting pre-miRNA are exploited to inhibit miRNA maturation.

A directed approach for the identification of transcripts harbouring the spliced leader sequence and the effect of trans-splicing knockdown in Schistosoma mansoni.

Schistosomiasis is a major neglected tropical disease caused by trematodes from the genus Schistosoma. Because schistosomes exhibit a complex life cycle and numerous mechanisms for regulating gene expression, it is believed that spliced leader (SL) trans-splicing could play an important role in the biology of these parasites. The purpose of this study was to investigate the function of trans-splicing in Schistosoma mansoni through analysis of genes that may be regulated by this mechanism and via silencing SL-containing transcripts through RNA interference. Here, we report our analysis of SL transcript-enriched cDNA libraries from different S. mansoni life stages. Our results show that the trans-splicing mechanism is apparently not associated with specific genes, subcellular localisations or life stages. In cross-species comparisons, even though the sets of genes that are subject to SL trans-splicing regulation appear to differ between organisms, several commonly shared orthologues were observed. Knockdown of trans-spliced transcripts in sporocysts resulted in a systemic reduction of the expression levels of all tested trans-spliced transcripts; however, the only phenotypic effect observed was diminished larval size. Further studies involving the findings from this work will provide new insights into the role of trans-splicing in the biology of S. mansoni and other organisms. All Expressed Sequence Tags generated in this study were submitted to dbEST as five different libraries. The accessions for each library and for the individual sequences are as follows: (i) adult worms of mixed sexes (LIBEST_027999: JZ139310 - JZ139779), (ii) female adult worms (LIBEST_028000: JZ139780 - JZ140379), (iii) male adult worms (LIBEST_028001: JZ140380 - JZ141002), (iv) eggs (LIBEST_028002: JZ141003 - JZ141497) and (v) schistosomula (LIBEST_028003: JZ141498 - JZ141974).

A directed approach for the identification of transcripts harbouring the spliced leader sequence and the effect of trans-splicing knockdown in Schistosoma mansoni

Schistosomiasis is a major neglected tropical disease caused by trematodes from the genus Schistosoma. Because schistosomes exhibit a complex life cycle and numerous mechanisms for regulating gene expression, it is believed that spliced leader (SL) trans-splicing could play an important role in the biology of these parasites. The purpose of this study was to investigate the function of trans-splicing in Schistosoma mansoni through analysis of genes that may be regulated by this mechanism and via silencing SL-containing transcripts through RNA interference. Here, we report our analysis of SL transcript-enriched cDNA libraries from different S. mansoni life stages. Our results show that the trans-splicing mechanism is apparently not associated with specific genes, subcellular localisations or life stages. In cross-species comparisons, even though the sets of genes that are subject to SL trans-splicing regulation appear to differ between organisms, several commonly shared orthologues were observed. Knockdown of trans-spliced transcripts in sporocysts resulted in a systemic reduction of the expression levels of all tested trans-spliced transcripts; however, the only phenotypic effect observed was diminished larval size. Further studies involving the findings from this work will provide new insights into the role of trans-splicing in the biology of S. mansoni and other organisms. All Expressed Sequence Tags generated in this study were submitted to dbEST as five different libraries. The accessions for each library and for the individual sequences are as follows: (i) adult worms of mixed sexes (LIBEST_027999: JZ139310 - JZ139779), (ii) female adult worms (LIBEST_028000: JZ139780 - JZ140379), (iii) male adult worms (LIBEST_028001: JZ140380 - JZ141002), (iv) eggs (LIBEST_028002: JZ141003 - JZ141497) and (v) schistosomula (LIBEST_028003: JZ141498 - JZ141974).

Measurement of precursor miRNA in exosomes from human ESC-derived mesenchymal stem cells.

Mesenchymal stem cells (MSCs) derived from human embryonic stem cells (ESCs) have been shown to secrete exosomes that are cardioprotective against myocardial ischemia reperfusion injury in a mouse model. To elucidate this cardioprotective mechanism, we have characterized the protein, nucleic acid, and lipid composition of MSC exosomes. Here we describe the isolation and analysis of RNA in MSC exosome. We have previously reported that RNAs in MSC exosome are primarily small RNA molecules of <300 nt and they include many miRNAs. Many of these miRNAs are in the precursor form suggesting that pre-miRNAs, and not mature miRNAs are preferentially loaded into exosomes. The protocols described here include assays to ascertain the presence of pre-miRNAs, profiling of miRNA and pre-miRNA, and quantitative estimation of mature and pre-miRNA.

Use of semi-quantitative Northern blot analysis to determine relative quantities of bacterial CRISPR transcripts.

The Northern blot technique is widely used to study RNA. This relatively old method allows one to detect RNA molecules ranging in size from ∼20 to thousands of nucleotides and simultaneously estimate the size of an RNA and detect its degradation/processing products. The method does not rely on enzymes such as reverse transcriptases or RNA ligases used in most advanced RNA detection methods, which can be advantageous since biases in detection of individual RNAs can be avoided. We used this approach to the transcripts of Clustered Regularly Interspaced Palindromic Repeats (CRISPR) phage defense loci in Escherichia coli. CRISPR loci are transcribed into a single long pre-crRNA, which is then processed at multiple sites to generate ∼60 nt fragments (crRNA) each able to mount defense against a specific phage. The Northern blot technique allowed us to estimate the abundance of individual crRNAs and determine stabilities of both pre-crRNA and crRNA. The procedures described in this chapter can be used with very minor modifications to monitor the abundance and stabilities of transcripts of various lengths from many bacterial sources.

Native elongating transcript sequencing (NET-seq).

Advances in sequencing technology have led to the development of many high-resolution methodologies that observe genomic activity and gene expression. This unit describes such an approach, native elongating transcript sequencing (NET-seq), which reveals the density of RNA polymerase across the Saccharomyces cerevisiae genome with single-nucleotide resolution. A procedure for capturing nascent RNA transcripts directly from live cells through their association with the DNA-RNA-RNAP ternary complex is described. A protocol to create DNA libraries from the nascent RNA, allowing the identity and abundance of the 3' end of purified transcripts to be revealed by next generation sequencing, is also provided. By deep sequencing this DNA library, a quantitative measure of RNAP density with single-nucleotide precision is obtained. The quantitative nature of the NET-seq dataset relies on the high efficiency of many steps in the protocol. The steps that are most critical are described with suggestions for monitoring their success.

Antisense-mediated exon skipping to shift alternative splicing to treat cancer.

Manipulation of alternative splicing is a unique way of regulating gene expression. Here, a detailed protocol is presented for modification of HER2 pre-mRNA alternative splicing. A 20-mer splice switching oligonucleotide (SSO) targeting exon 15 in HER2 pre-mRNA induced skipping of exon 15, resulted in significant downregulation of full-length HER2 mRNA and protein expression in HER2-overexpressing breast cancer cell line SK-BR-3.

Dynamic fluorescent and luminescent reporters for cell-based splicing screens.

Alternative splicing of pre-mRNA transcripts is a critical and extensively utilized mechanism of gene regulation. In this chapter, we describe a series of fluorescent and luminescent minigene reporters our lab has used to facilitate the study of alternative splicing regulation in cultured cells. Through the use of different versions of these minigenes, the inclusion level of a cassette exon can be directly ascertained by fluorescence or luciferase activity, thereby making it possible to establish cell-based assays for induced exon splicing or skipping. A successful application of these minigenes in a high-throughput cDNA screen led to the identification of a cell type-specific regulator of FGFR2 splicing, illustrating the power of these reporters to yield novel insights into alternative splicing. The methods and minigenes described are adaptable for genetic screens to uncover novel regulators of a broader set of alternative splicing events in other gene transcripts. These reporters also have a dynamic range that is suitable for small molecule screening for compounds that can regulate splicing.

Dynamics of the putative RNA helicase Spb4 during ribosome assembly in Saccharomyces cerevisiae.

Spb4 is a putative ATP-dependent RNA helicase that is required for proper processing of 27SB pre-rRNAs and therefore for 60S ribosomal subunit biogenesis. To define the timing of association of this protein with preribosomal particles, we have studied the composition of complexes that copurify with Spb4 tagged by tandem affinity purification (TAP-tagged Spb4). These complexes contain mainly the 27SB pre-rRNAs and about 50 ribosome biogenesis proteins, primarily components of early pre-60S ribosomal particles. To a lesser extent, some protein factors of 90S preribosomal particles and the 35S and 27SA pre-rRNAs also copurify with TAP-tagged Spb4. Moreover, we have obtained by site-directed mutagenesis an allele that results in the R360A substitution in the conserved motif VI of the Spb4 helicase domain. This allele causes a dominant-negative phenotype when overexpressed in the wild-type strain. Cells expressing Spb4(R360A) display an accumulation of 35S and 27SB pre-rRNAs and a net 40S ribosomal subunit defect. TAP-tagged Spb4(R360A) displays a greater steady-state association with 90S preribosomal particles than TAP-tagged wild-type Spb4. Together, our data indicate that Spb4 is a component of early nucle(ol)ar pre-60S ribosomal particles containing 27SB pre-rRNA. Apparently, Spb4 binds 90S preribosomal particles and dissociates from pre-60S ribosomal particles after processing of 27SB pre-rRNA.

Approaches to study CFTR pre-mRNA splicing defects.

In cystic fibrosis, genomic variants can result in defective processing of the CFTR precursor mRNA. Due to the complexity of the splicing process, the evaluation of their pathological effect is an important aspect both in the diagnostic field and in the study of basic regulatory mechanism. Efficient and correct splicing of CFTR relies on a complex process that includes recognition within the nascent transcripts of a series of different splicing regulatory elements that frequently overlap with the coding sequences. Identification of these elements is essential to determine the pathological impact of splicing-affecting genomic variants. In this chapter, to evaluate the effect of CFTR DNA variations on the pre-mRNA splicing process, different tools based on hybrid minigenes will be described.