Determination of relative rate constants for in vitro RNA processing reactions by internal competition

Studies of RNA recognition and catalysis typically involve measurement of rate constants for reactions of individual RNA sequence variants by fitting changes in substrate or product concentration to exponential or linear functions. A complementary approach is determination of relative rate constants by internal competition, which involves quantifying the time-dependent changes in substrate or product ratios in reactions containing multiple substrates. Here, we review approaches for determining relative rate constants by analysis of both substrate and product ratios and illustrate their application using the in vitro processing of precursor transfer RNA (tRNA) by ribonuclease P as a model system. The presence of inactive substrate populations is a common complicating factor in analysis of reactions involving RNA substrates, and approaches for quantitative correction of observed rate constants for these effects are illustrated. These results, together with recent applications in the literature, indicate that internal competition offers an alternate method for analyzing RNA processing kinetics using standard molecular biology methods that directly quantifies substrate specificity and may be extended to a range of applications.     

嵌合RNA检测和验证技术

嵌合RNA(chimeric RNA)是由来自不同基因的外显子片段组成的融合转录本。传统的嵌合RNA检测方法有染色体核型分析、荧光原位杂交（FISH）等,但这些技术的特异性、灵敏性和准确性较差。随着测序技术的发展,二代测序技术展现出强大的数据处理能力,可以通过高通量序列分析来检测嵌合RNA,目前基于高通量测序的检测方法有FusionCatcher、SOAPfuse、EricScript等。目前较为常用的对检测到的嵌合RNA的验证方法有聚合酶链反应（PCR）、核糖核酸酶保护实验（RPA）、琼脂糖凝胶电泳、Sanger测序等。多种检测技术的开发使得越来越多的嵌合RNA被发现,但现有的检测技术各有优劣,主要体现于检测成本、假阳性率、检测时间等方面的差异。本文对嵌合RNA的检测方法、验证方法及各方法的优劣性进行阐述。     

Sequence dependence of substrate recognition and cleavage by yeast RNase III

Yeast Rnt1p is a member of the double-stranded RNA (dsRNA) specific RNase III family of endoribonucleases involved in RNA processing and RNA interference (RNAi). Unlike other RNase III enzymes, which recognize a variety of RNA duplexes, Rnt1p cleaves specifically RNA stems capped with the conserved AGNN tetraloop. This unusual substrate specificity challenges the established dogma for substrate selection by RNase III and questions the dsRNA contribution to recognition by Rnt1p. Here we show that the dsRNA sequence adjacent to the tetraloop regulates Rnt1p cleavage by interfering with RNA binding. In context, sequences surrounding the cleavage site directly influence the cleavage efficiency. Introduction of sequences that stabilize the RNA helix enhanced binding while reducing the turnover rate indicating that, unlike the tetraloop, Rnt1p binding to the dsRNA helix may become rate-limiting. These results suggest that Rnt1p activity is strictly regulated by a combination of primary and tertiary structural elements allowing a substrate-specific binding and cleavage efficiency.     

Ribonuclease revisited: structural insights into ribonuclease III family enzymes

Ribonuclease III (RNase III) enzymes occur ubiquitously in biology and are responsible for processing RNA precursors into functional RNAs that participate in protein synthesis, RNA interference and a range of other cellular activities. Members of the RNase III enzyme family, including Escherichia coli RNase III, Rnt1, Dicer and Drosha, share the ability to recognize and cleave double-stranded RNA (dsRNA), typically at specific positions or sequences. Recent biochemical and structural data have shed new light on how RNase III enzymes catalyze dsRNA hydrolysis and how substrate specificity is achieved. A major theme emerging from these studies is that accessory domains present in different RNase III enzymes are the key determinants of substrate selectivity, which in turn dictates the specialized biological function of each type of RNase III protein.     

An optimized ATP/PP(i)-exchange assay in 96-well format for screening of adenylation domains for applications in combinatorial biosynthesis

We report a new format for measuring ATP/[(32)P]pyrophosphate exchange in a higher throughput assay of adenylation domains (A-domains) of non-ribosomal peptide synthetases. These enzymes are key specificity determinants in the assembly line biosynthesis of non-ribosomal peptides, an important class of natural products with an activity spectrum ranging from antibiotic to antitumor activities. Our assay in 96-well format allows the rapid measurement of approximately 1000 data points per week as a basis for precise assessment of the kinetics of A-domains. The assay also allows quantitative high-throughput screening of the substrate specificity of A-domains identifying alternative, promiscuous substrates. We show that our assay is able to give high quality data for the T278A mutant of the A-domain of the tyrocidine synthetase module TycA with a 330-fold lower k(cat)/K(M). The large dynamic range of this assay will be useful for the screening of libraries of mutant A-domains. Finally we describe and evaluate a procedure for the high-throughput purification of A-domains in 96-well format for the latter purpose. Our approach will be of utility for mechanistic analysis, substrate profiling and directed evolution of the A-domains, to ultimately enable the combinatorial biosynthesis of non-natural analogues of non-ribosomal peptides that may have potential as alternative drug candidates.     

Analysis and design of RNA sequencing experiments for identifying isoform regulation

Through alternative splicing, most human genes express multiple isoforms that often differ in function. To infer isoform regulation from high-throughput sequencing of cDNA fragments (RNA-seq), we developed the mixture-of-isoforms (MISO) model, a statistical model that estimates expression of alternatively spliced exons and isoforms and assesses confidence in these estimates. Incorporation of mRNA fragment length distribution in paired-end RNA-seq greatly improved estimation of alternative-splicing levels. MISO also detects differentially regulated exons or isoforms. Application of MISO implicated the RNA splicing factor hnRNP H1 in the regulation of alternative cleavage and polyadenylation, a role that was supported by UV cross-linking-immunoprecipitation sequencing (CLIP-seq) analysis in human cells. Our results provide a probabilistic framework for RNA-seq analysis, give functional insights into pre-mRNA processing and yield guidelines for the optimal design of RNA-seq experiments for studies of gene and isoform expression.     

Achieving specific RNA cleavage activity by an inactive splicing endonuclease subunit through engineered oligomerization

Protein-protein interaction is a common strategy exploited by enzymes to control substrate specificity and catalytic activities. RNA endonucleases, which are involved in many RNA processing and regulation processes, are prime examples of this. How the activities of RNA endonucleases are tightly controlled such that they act on specific RNA is of general interest. We demonstrate here that an inactive RNA splicing endonuclease subunit can be switched "on" solely by oligomerization. Furthermore, we show that the mode of assembly correlates with different RNA specificities. The recently identified splicing endonuclease homolog from Sulfolobus solfataricus, despite possessing all of the putatively catalytic residues, has no detectable RNA cleavage activity on its own but is active upon mixing with its structural subunit. Guided by the previously determined three-dimensional structure of the catalytic subunit, we altered its sequence such that it could potentially self-assemble thereby enabling its catalytic activity. We present the evidence for the specific RNA cleavage activity of the engineered catalytic subunit and for its formation of a functional tetramer. We also identify a higher order oligomer species that possesses distinct RNA cleavage specificity from that of previously characterized RNA splicing endonucleases.     

Virus-derived small interfering RNAs at the core of plant-virus interactions

Once a virus enters a cell, viral double-stranded RNA (dsRNA) is targeted by the RNA silencing machinery to initiate a cascade of regulatory events directed by viral small interfering RNAs (vsiRNAs). Recent genetic and functional studies along with the high-throughput sequencing of vsiRNAs have shed light on the genetic and structural requirements for virus targeting, the origins and compositions of vsiRNAs and their potential for controlling gene expression. The precise nature of the triggering molecules of virus-induced RNA silencing or the targeting constraints for viral genome recognition and processing represent outstanding questions that will be discussed in this review. The contribution of vsiRNAs to antiviral defense and host genome modifications has profound implications for our understanding of viral pathogenicity and host specificity in plants.     

A toolkit for analysing large-scale plant small RNA datasets

Recent developments in high-throughput sequencing technologies have generated considerable demand for tools to analyse large datasets of small RNA sequences. Here, we describe a suite of web-based tools for processing plant small RNA datasets. Our tools can be used to identify micro RNAs and their targets, compare expression levels in sRNA loci, and find putative trans-acting siRNA loci. AVAILABILITY: The tools are freely available for use at http://srna-tools.cmp.uea.ac.uk.     

Adapting capillary gel electrophoresis as a sensitive,high-throughput method to accelerate characterization of nucleic acid metabolic enzymes

Detailed biochemical characterization of nucleic acid enzymes is fundamental to understanding nucleic acid metabolism, genome replication and repair. We report the development of a rapid, high-throughput fluorescence capillary gel electrophoresis method as an alternative to traditional polyacrylamide gel electrophoresis to characterize nucleic acid metabolic enzymes. The principles of assay design described here can be applied to nearly any enzyme system that acts on a fluorescently labeled oligonucleotide substrate. Herein, we describe several assays using this core capillary gel electrophoresis methodology to accelerate study of nucleic acid enzymes. First, assays were designed to examine DNA polymerase activities including nucleotide incorporation kinetics, strand displacement synthesis and 3′-5′ exonuclease activity. Next, DNA repair activities of DNA ligase, flap endonuclease and RNase H2 were monitored. In addition, a multicolor assay that uses four different fluorescently labeled substrates in a single reaction was implemented to characterize GAN nuclease specificity. Finally, a dual-color fluorescence assay to monitor coupled enzyme reactions during Okazaki fragment maturation is described. These assays serve as a template to guide further technical development for enzyme characterization or nucleoside and non-nucleoside inhibitor screening in a high-throughput manner.     

Modular architecture of eukaryotic RNase P and RNase MRP revealed by electron microscopy

Ribonuclease P (RNase P) and RNase MRP are closely related ribonucleoprotein enzymes, which process RNA substrates including tRNA precursors for RNase P and 5.8 S rRNA precursors, as well as some mRNAs, for RNase MRP. The structures of RNase P and RNase MRP have not yet been solved, so it is unclear how the proteins contribute to the structure of the complexes and how substrate specificity is determined. Using electron microscopy and image processing we show that eukaryotic RNase P and RNase MRP have a modular architecture, where proteins stabilize the RNA fold and contribute to cavities, channels and chambers between the modules. Such features are located at strategic positions for substrate recognition by shape and coordination of the cleaved-off sequence. These are also the sites of greatest difference between RNase P and RNase MRP, highlighting the importance of the adaptation of this region to the different substrates.     

Tracking miRNA precursor metabolic products and processing sites through completely analyzing high-throughput sequencing data

The small non-coding important regulatory molecules, microRNAs (miRNAs), have been widely and deeply studied especially combining high-throughput sequencing technologies. Here, we attempted to track detailed miRNA precursor metabolic products and gain further insight into pre-miRNA processing by completely analyzing high-throughput sequencing data. Highly expressed miRNA precursors could be entirely covered by various short RNAs and small RNA fragments with a hierarchical distribution. miRNAs and some miRNA* regions were detected quite abundant short RNAs as expected, while other regions of precursors were found shorter RNAs or small fragments with fewer sequence counts. Furthermore, we developed a method to analyze relative expression levels of special RNA classes according to divergence of 5′ and 3′ ends, respectively. Generally, there were several quite abundant RNA classes from a given miRNA locus, which suggested dominant cleavage sites of Drosha and Dicer during pre-miRNA processing. Compared with 3′ end, dominant cleavage site in 5′ end always focused on a specific position, which ensured conservation of the identity of miRNA (5′-seed sequence, nucleotides 2–8). Overall, a comprehensive analysis of sequencing data can be used to track pre-miRNA metabolic products and mechanism of pre-miRNA processing and metabolism.     

Cooperativity in RNA-protein interactions: global analysis of RNA binding specificity

The control and function of RNA are governed by the specificity of RNA binding proteins. Here, we describe a method for global unbiased analysis of RNA-protein interactions that uses in vitro selection, high-throughput sequencing, and sequence-specificity landscapes. The method yields affinities for a vast array of RNAs in a single experiment, including both low- and high-affinity sites. It is reproducible and accurate. Using this approach,we analyzed members of the PUF (Pumilio and FBF) family of eukaryotic mRNA regulators. Our data identify effects of a specific protein partner on PUF-RNA interactions, reveal subsets of target sites not previously detected, and demonstrate that designer PUF proteins can precisely alter specificity. The approach described here is, in principle, broadly applicable for analysis of any molecule that binds RNA, including proteins, nucleic acids, and small molecules.     

Probabilistic Approach to Predicting Substrate Specificity of Methyltransferases

We present a general probabilistic framework for predicting the substrate specificity of enzymes. We designed this approach to be easily applicable to different organisms and enzymes. Therefore, our predictive models do not rely on species-specific properties and use mostly sequence-derived data. Maximum Likelihood optimization is used to fine-tune model parameters and the Akaike Information Criterion is employed to overcome the issue of correlated variables. As a proof-of-principle, we apply our approach to predicting general substrate specificity of yeast methyltransferases (MTases). As input, we use several physico-chemical and biological properties of MTases: structural fold, isoelectric point, expression pattern and cellular localization. Our method accurately predicts whether a yeast MTase methylates a protein, RNA or another molecule. Among our experimentally tested predictions, 89% were confirmed, including the surprising prediction that YOR021C is the first known MTase with a SPOUT fold that methylates a substrate other than RNA (protein). Our approach not only allows for highly accurate prediction of functional specificity of MTases, but also provides insight into general rules governing MTase substrate specificity.     

Elucidating the inosinome: global approaches to adenosine-to-inosine RNA editing

Catalysed by members of the adenosine deaminase acting on RNA (ADAR) family of enzymes, adenosine-to-inosine (A-to-I) editing converts adenosines in RNA molecules to inosines, which are functionally equivalent to guanosines. Recently, global approaches to studying this widely conserved phenomenon have emerged. The use of bioinformatics, high-throughput sequencing and other approaches has increased the number of known editing sites by several orders of magnitude, and we now have a greater understanding of the control and the biological significance of editing. This Progress article reviews some of these recent global studies and their results.     

A High-Throughput Kinetic Assay for RNA-Cleaving Deoxyribozymes

Determining kinetic constants is important in the field of RNA-cleaving deoxyribozymes (DNAzymes). Using todays conventional gel assays for DNAzyme assays is time-consuming and laborious. There have been previous attempts at producing new and improved assays; however these have drawbacks such as incompatibility with structured DNAzymes, enzyme or substrate modifications and increased cost. Here we present a new method for determining single-turnover kinetics of RNA-cleaving DNAzymes in real-time and in a high-throughput fashion. The assay is based on an intercalating fluorescent dye, PicoGreen, with high specificity for double-stranded DNA and heteroduplex DNA-RNA in this case formed between the DNAzyme and the target RNA. The fluorescence decreases as substrate is converted to product and is released from the enzyme. Using a Flexstation II multimode plate reader with built in liquid handling we could automate parts of the assay. This assay gives the possibility to determine single-turnover kinetics for up to 48 DNAzymes simultaneously. As the fluorescent probe is extrinsic there is no need for enzyme or substrate modifications, making this method less costly compared to other methods. The main novelty of this assay is the possibility of using full-length mRNA as the DNAzyme target.